From d8d194b94d9fca732de244cfb5e62b4355655d4b Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Sat, 10 Feb 2024 10:08:57 -0500
Subject: [PATCH 1/8] Created using Colaboratory
---
image_labeling_BLIP_2.ipynb | 12064 ++++++++++++++++++++++++++++++++++
1 file changed, 12064 insertions(+)
create mode 100644 image_labeling_BLIP_2.ipynb
diff --git a/image_labeling_BLIP_2.ipynb b/image_labeling_BLIP_2.ipynb
new file mode 100644
index 000000000..48190598c
--- /dev/null
+++ b/image_labeling_BLIP_2.ipynb
@@ -0,0 +1,12064 @@
+{
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "provenance": [],
+ "machine_shape": "hm",
+ "include_colab_link": true
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ },
+ "language_info": {
+ "name": "python"
+ },
+ "accelerator": "GPU",
+ "gpuClass": "standard",
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "9ee866c462d44af39ab612f7ac72af96": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "VBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "VBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "VBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_fc7cec0b4a8d4a85a5bd318b9698e164",
+ "IPY_MODEL_0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
+ "IPY_MODEL_2224fee0188240689d6b5d814d7dacc2",
+ "IPY_MODEL_31db28a7cb7b4646b2b28ee252f60486"
+ ],
+ "layout": "IPY_MODEL_5fdc70f275c04f9c82822edc495c46f7"
+ }
+ },
+ "7dd1afbd4fe64e1f85453f49387a6bf7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c78491f5c4354f5a8460855416fabdab",
+ "placeholder": "",
+ "style": "IPY_MODEL_38874f88530b4eefa4634ccf1e48fb1d",
+ "value": "
Copy a token from your Hugging Face\ntokens page and paste it below.
Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. "
+ }
+ },
+ "866a7af4ba204959a584a187f6e4c469": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "PasswordModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "PasswordModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "PasswordView",
+ "continuous_update": true,
+ "description": "Token:",
+ "description_tooltip": null,
+ "disabled": false,
+ "layout": "IPY_MODEL_9d873176d7b94b3b8e65bc3c79f82bb1",
+ "placeholder": "",
+ "style": "IPY_MODEL_ce272942821e47b09819c1905f27d6fa",
+ "value": ""
+ }
+ },
+ "d3b3dbf67a2d4f4898d3048ef56e3383": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "CheckboxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "CheckboxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "CheckboxView",
+ "description": "Add token as git credential?",
+ "description_tooltip": null,
+ "disabled": false,
+ "indent": true,
+ "layout": "IPY_MODEL_59546604384345ed9171f955787631c6",
+ "style": "IPY_MODEL_afe52ddcf3aa4ba5be97c8e8f8037f55",
+ "value": true
+ }
+ },
+ "e669b34c5c93456480057f969697a11b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ButtonModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ButtonModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ButtonView",
+ "button_style": "",
+ "description": "Login",
+ "disabled": false,
+ "icon": "",
+ "layout": "IPY_MODEL_09de54500e7e4f3eb1331c9bc2a6000d",
+ "style": "IPY_MODEL_04ae0973d4ce48b6957498a532c1b81a",
+ "tooltip": ""
+ }
+ },
+ "befd511a0ec342d5afb48601fc09b864": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2365b71d65bf4d979fc4f67ecaf9d45f",
+ "placeholder": "",
+ "style": "IPY_MODEL_130ec764e59845cf96f987d6a31727d1",
+ "value": "\nPro Tip: If you don't already have one, you can create a dedicated\n'notebooks' token with 'write' access, that you can then easily reuse for all\nnotebooks. "
+ }
+ },
+ "5fdc70f275c04f9c82822edc495c46f7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": "center",
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": "flex",
+ "flex": null,
+ "flex_flow": "column",
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": "50%"
+ }
+ },
+ "c78491f5c4354f5a8460855416fabdab": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "38874f88530b4eefa4634ccf1e48fb1d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "9d873176d7b94b3b8e65bc3c79f82bb1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ce272942821e47b09819c1905f27d6fa": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "59546604384345ed9171f955787631c6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "afe52ddcf3aa4ba5be97c8e8f8037f55": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "09de54500e7e4f3eb1331c9bc2a6000d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "04ae0973d4ce48b6957498a532c1b81a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ButtonStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ButtonStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "button_color": null,
+ "font_weight": ""
+ }
+ },
+ "2365b71d65bf4d979fc4f67ecaf9d45f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "130ec764e59845cf96f987d6a31727d1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c81ffefc2912438ea586293aa33ddecf": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_89fe4838108d431ba30ea3f8ae7a1b08",
+ "placeholder": "",
+ "style": "IPY_MODEL_ea01e4f9644c4a4dac13d92c929d6e75",
+ "value": "Connecting..."
+ }
+ },
+ "89fe4838108d431ba30ea3f8ae7a1b08": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ea01e4f9644c4a4dac13d92c929d6e75": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "fc7cec0b4a8d4a85a5bd318b9698e164": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1a0fadad34634e588ae4d2166696708f",
+ "placeholder": "",
+ "style": "IPY_MODEL_e7df87a342214d31804a31ca8f1bf215",
+ "value": "Token is valid (permission: write)."
+ }
+ },
+ "0cb0e0f7004c4f1cb20b1f85a2fe9b2b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7acfc9c7813d4c52a3f9c50a9423c8ed",
+ "placeholder": "",
+ "style": "IPY_MODEL_0a538d76dadc42b99caeaf29140ea0c2",
+ "value": "Your token has been saved in your configured git credential helpers (store)."
+ }
+ },
+ "2224fee0188240689d6b5d814d7dacc2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_6ad379bde3d0421ca96bc0648542036e",
+ "placeholder": "",
+ "style": "IPY_MODEL_34abc680c43c44948d6ca6ac2ffc5967",
+ "value": "Your token has been saved to /root/.cache/huggingface/token"
+ }
+ },
+ "31db28a7cb7b4646b2b28ee252f60486": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4e62e13337ee4523abe7ff3a556f4a13",
+ "placeholder": "",
+ "style": "IPY_MODEL_9810977a11fc4abdb025eb13564632c4",
+ "value": "Login successful"
+ }
+ },
+ "1a0fadad34634e588ae4d2166696708f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e7df87a342214d31804a31ca8f1bf215": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "7acfc9c7813d4c52a3f9c50a9423c8ed": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0a538d76dadc42b99caeaf29140ea0c2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "6ad379bde3d0421ca96bc0648542036e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "34abc680c43c44948d6ca6ac2ffc5967": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4e62e13337ee4523abe7ff3a556f4a13": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9810977a11fc4abdb025eb13564632c4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "610e76cde4ec4b498c2b615cd1a9e356": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_d38b6eae9c764b76940012e745777096",
+ "IPY_MODEL_0ccc38e673c3482db791e653aecd8a7e",
+ "IPY_MODEL_f92f8a42e6ed499bba4567bb99e979bd"
+ ],
+ "layout": "IPY_MODEL_fe2748c1f4f54f52ad0ed2123d8710a2"
+ }
+ },
+ "d38b6eae9c764b76940012e745777096": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d51ebc6f2e224939a9ac06966989385c",
+ "placeholder": "",
+ "style": "IPY_MODEL_fe615bf8e5a84caa8ea67bd20613ff03",
+ "value": "Generating train split: "
+ }
+ },
+ "0ccc38e673c3482db791e653aecd8a7e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b13979df5f5c49779b1623b0059d03e5",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_370fd4ea52d14911ac9e2342d7650323",
+ "value": 1
+ }
+ },
+ "f92f8a42e6ed499bba4567bb99e979bd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d8d4c445c5dd41e3802599cbbb94feac",
+ "placeholder": "",
+ "style": "IPY_MODEL_aeb1353ebebf496bbca23174930fc7da",
+ "value": " 10/0 [03:30<00:00, 13.57s/ examples]"
+ }
+ },
+ "fe2748c1f4f54f52ad0ed2123d8710a2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d51ebc6f2e224939a9ac06966989385c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "fe615bf8e5a84caa8ea67bd20613ff03": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b13979df5f5c49779b1623b0059d03e5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": "20px"
+ }
+ },
+ "370fd4ea52d14911ac9e2342d7650323": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "d8d4c445c5dd41e3802599cbbb94feac": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "aeb1353ebebf496bbca23174930fc7da": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8ee2099620f5444cba4b8b52f3a2e397": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4e0534c45c77436ba8647133186db23e",
+ "IPY_MODEL_3b7f2af1e09747c9b7df4432d5421a51",
+ "IPY_MODEL_7348967b5ec649868b024f574a300814"
+ ],
+ "layout": "IPY_MODEL_c0d283b528be4b42a7080b35f086eb13"
+ }
+ },
+ "4e0534c45c77436ba8647133186db23e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_90af9c9418a144b99bbbeb25bc7b05fb",
+ "placeholder": "",
+ "style": "IPY_MODEL_634717697f254912aecf1e1ac7f5ccfc",
+ "value": "preprocessor_config.json: 100%"
+ }
+ },
+ "3b7f2af1e09747c9b7df4432d5421a51": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_97ac27aa02a1485dae671c91c7b101ad",
+ "max": 432,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_76921ded448c4269a525df3c6fc2dc98",
+ "value": 432
+ }
+ },
+ "7348967b5ec649868b024f574a300814": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c6d506d0e325419b84a56da982eada46",
+ "placeholder": "",
+ "style": "IPY_MODEL_b7a6186509744a15a8d0758c4d419767",
+ "value": " 432/432 [00:00<00:00, 36.4kB/s]"
+ }
+ },
+ "c0d283b528be4b42a7080b35f086eb13": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "90af9c9418a144b99bbbeb25bc7b05fb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "634717697f254912aecf1e1ac7f5ccfc": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "97ac27aa02a1485dae671c91c7b101ad": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "76921ded448c4269a525df3c6fc2dc98": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "c6d506d0e325419b84a56da982eada46": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b7a6186509744a15a8d0758c4d419767": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "05f31967e20b4b23bd9f2bc6ad8fb501": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_8675f33687dc4f89915ac961a23aee85",
+ "IPY_MODEL_b3f304be5d0c4e77bb59b1dfeff66a01",
+ "IPY_MODEL_bc05ccdffc3f47128d83b91b4ab3f534"
+ ],
+ "layout": "IPY_MODEL_a4762360b370409ab5d4d698ca33ca15"
+ }
+ },
+ "8675f33687dc4f89915ac961a23aee85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b6a5b114afef4503b80f99910fd16a76",
+ "placeholder": "",
+ "style": "IPY_MODEL_c699c67c7a734a40819eea801807e22c",
+ "value": "tokenizer_config.json: 100%"
+ }
+ },
+ "b3f304be5d0c4e77bb59b1dfeff66a01": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e7748b74773a4727afd8802dbde3f50e",
+ "max": 904,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_95d3b2b470194475a9ec266b5d3df42b",
+ "value": 904
+ }
+ },
+ "bc05ccdffc3f47128d83b91b4ab3f534": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1c695350d9484f20a1be6a0cc9dca6d0",
+ "placeholder": "",
+ "style": "IPY_MODEL_b336a7c802664aecb9e56f5d9a175f04",
+ "value": " 904/904 [00:00<00:00, 76.1kB/s]"
+ }
+ },
+ "a4762360b370409ab5d4d698ca33ca15": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b6a5b114afef4503b80f99910fd16a76": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c699c67c7a734a40819eea801807e22c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e7748b74773a4727afd8802dbde3f50e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "95d3b2b470194475a9ec266b5d3df42b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "1c695350d9484f20a1be6a0cc9dca6d0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b336a7c802664aecb9e56f5d9a175f04": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "25fc3c929cfd4810b25e7209ca0f04a9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ae257eec4efa48b3a51d7f1ffd55b5e9",
+ "IPY_MODEL_9e90cc59d2ad447a8ce587adbc52756d",
+ "IPY_MODEL_da4204e4afd344a8998748e0ff3ebc93"
+ ],
+ "layout": "IPY_MODEL_bafff56ece624bb2b4c81f8d8af0fc49"
+ }
+ },
+ "ae257eec4efa48b3a51d7f1ffd55b5e9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c633ecdda5df4bd28e2f2cf114f53085",
+ "placeholder": "",
+ "style": "IPY_MODEL_fd639594cfc948979f805702f23884e1",
+ "value": "vocab.json: 100%"
+ }
+ },
+ "9e90cc59d2ad447a8ce587adbc52756d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8ca07c9a00274aaf86f0c45101686f07",
+ "max": 798293,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_1b434ed0991e4e88b7ef5cacca7e99ac",
+ "value": 798293
+ }
+ },
+ "da4204e4afd344a8998748e0ff3ebc93": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_91fb3275b64f4ac0b1eae4acf5544fa3",
+ "placeholder": "",
+ "style": "IPY_MODEL_42da27d805274c18bc9ce257637f19db",
+ "value": " 798k/798k [00:00<00:00, 6.17MB/s]"
+ }
+ },
+ "bafff56ece624bb2b4c81f8d8af0fc49": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c633ecdda5df4bd28e2f2cf114f53085": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "fd639594cfc948979f805702f23884e1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8ca07c9a00274aaf86f0c45101686f07": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1b434ed0991e4e88b7ef5cacca7e99ac": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "91fb3275b64f4ac0b1eae4acf5544fa3": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "42da27d805274c18bc9ce257637f19db": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "99ed588c8e4a4f1285452901e4f7967d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_eda1b11057d545b1812b808e33e66717",
+ "IPY_MODEL_b7a2b726ee1c4691879e16bbf50261fd",
+ "IPY_MODEL_da5ec02d79d54c0db294f428bee9f56b"
+ ],
+ "layout": "IPY_MODEL_c6e61c15964543aa8279e1030c32e903"
+ }
+ },
+ "eda1b11057d545b1812b808e33e66717": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c5ca0f2eb83f4ef78055d87e4d8be862",
+ "placeholder": "",
+ "style": "IPY_MODEL_47959832ab74455c8a039b90b4170543",
+ "value": "merges.txt: 100%"
+ }
+ },
+ "b7a2b726ee1c4691879e16bbf50261fd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8004b62ca7b84dc786a556d94caee03a",
+ "max": 456356,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_a24c57e1bb624b279b4f709ec1763cc8",
+ "value": 456356
+ }
+ },
+ "da5ec02d79d54c0db294f428bee9f56b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2de50c022cf34ac4b5c0de6da6e71045",
+ "placeholder": "",
+ "style": "IPY_MODEL_978bdef85a704fcebf2f0963b6e6755b",
+ "value": " 456k/456k [00:00<00:00, 2.39MB/s]"
+ }
+ },
+ "c6e61c15964543aa8279e1030c32e903": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c5ca0f2eb83f4ef78055d87e4d8be862": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "47959832ab74455c8a039b90b4170543": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8004b62ca7b84dc786a556d94caee03a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a24c57e1bb624b279b4f709ec1763cc8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "2de50c022cf34ac4b5c0de6da6e71045": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "978bdef85a704fcebf2f0963b6e6755b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b27991f72755468ab3a88eefab7a8bfb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ae208444d467487ca70ea5fc5b27f32b",
+ "IPY_MODEL_cbf0b27ca4a8476cbcc833d78b726ec0",
+ "IPY_MODEL_db876fcddb8b42279272a3d6cab0a57b"
+ ],
+ "layout": "IPY_MODEL_18b588159ec64d218d9603c46f2778b9"
+ }
+ },
+ "ae208444d467487ca70ea5fc5b27f32b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b10a3960ae224209b8e8ce1fcd5983b0",
+ "placeholder": "",
+ "style": "IPY_MODEL_8744fdad56c54247a39463f36f84d9ed",
+ "value": "tokenizer.json: 100%"
+ }
+ },
+ "cbf0b27ca4a8476cbcc833d78b726ec0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_450dffe3b8844c3aae9a6f1de06525c4",
+ "max": 2108602,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_363e5fb6ffea46b894faa485483171b3",
+ "value": 2108602
+ }
+ },
+ "db876fcddb8b42279272a3d6cab0a57b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8430b84a294e4ba8920a4a281e99e13b",
+ "placeholder": "",
+ "style": "IPY_MODEL_699915d6a1a6463694d095358489a0ab",
+ "value": " 2.11M/2.11M [00:00<00:00, 6.82MB/s]"
+ }
+ },
+ "18b588159ec64d218d9603c46f2778b9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b10a3960ae224209b8e8ce1fcd5983b0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8744fdad56c54247a39463f36f84d9ed": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "450dffe3b8844c3aae9a6f1de06525c4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "363e5fb6ffea46b894faa485483171b3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "8430b84a294e4ba8920a4a281e99e13b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "699915d6a1a6463694d095358489a0ab": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "cbe40c78b50d4428bb30c321418cdb94": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4419240b80e84aff87b1dbe074661654",
+ "IPY_MODEL_6701ab5f53984824a4b0198ce0884d55",
+ "IPY_MODEL_730b162089604faa8951f41922d25c2b"
+ ],
+ "layout": "IPY_MODEL_25fd64ab2af541ff83a00de90207ebac"
+ }
+ },
+ "4419240b80e84aff87b1dbe074661654": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8f94c0f1621c44a791f775f82ff3d5f8",
+ "placeholder": "",
+ "style": "IPY_MODEL_ad1f3f227d23418f90d40e1df49042b5",
+ "value": "special_tokens_map.json: 100%"
+ }
+ },
+ "6701ab5f53984824a4b0198ce0884d55": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e899463514c444628cb1f01848530d7f",
+ "max": 548,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b0981cc1230543ae84c203fc1017b43d",
+ "value": 548
+ }
+ },
+ "730b162089604faa8951f41922d25c2b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_6297d49c5f1f46f7ad4ef7607f8e104c",
+ "placeholder": "",
+ "style": "IPY_MODEL_db7337ada95547d18e5b5c09257e6d65",
+ "value": " 548/548 [00:00<00:00, 55.6kB/s]"
+ }
+ },
+ "25fd64ab2af541ff83a00de90207ebac": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8f94c0f1621c44a791f775f82ff3d5f8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ad1f3f227d23418f90d40e1df49042b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e899463514c444628cb1f01848530d7f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b0981cc1230543ae84c203fc1017b43d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "6297d49c5f1f46f7ad4ef7607f8e104c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "db7337ada95547d18e5b5c09257e6d65": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "cb7d923b62834f2c95789a8f58a32fa5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_623270261d5a4553892af3a61021094f",
+ "IPY_MODEL_21bd78ff953547fd8878be25374b0024",
+ "IPY_MODEL_e08123b792fd4416b041bd47c75dad9a"
+ ],
+ "layout": "IPY_MODEL_bec9e8fd5ed54c51b98db24acd9ae90a"
+ }
+ },
+ "623270261d5a4553892af3a61021094f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_843bd2c8055d4aadad6703971fdd5c7a",
+ "placeholder": "",
+ "style": "IPY_MODEL_e080f697a4c844b4860274536d856ad1",
+ "value": "config.json: 100%"
+ }
+ },
+ "21bd78ff953547fd8878be25374b0024": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ee29a53b521d4a789d80f11a6e9a9e75",
+ "max": 6962,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_3039e9d19c914799938c0f753703d4c8",
+ "value": 6962
+ }
+ },
+ "e08123b792fd4416b041bd47c75dad9a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e08e5937e9d44509bb791ab7e9ed2c95",
+ "placeholder": "",
+ "style": "IPY_MODEL_4e9e286f63924425917b162515df16fb",
+ "value": " 6.96k/6.96k [00:00<00:00, 636kB/s]"
+ }
+ },
+ "bec9e8fd5ed54c51b98db24acd9ae90a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "843bd2c8055d4aadad6703971fdd5c7a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e080f697a4c844b4860274536d856ad1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ee29a53b521d4a789d80f11a6e9a9e75": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "3039e9d19c914799938c0f753703d4c8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "e08e5937e9d44509bb791ab7e9ed2c95": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4e9e286f63924425917b162515df16fb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b794abae4ce349ec9652d243f9d365df": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_affbe68a0da142118caa5ff65bb94a4d",
+ "IPY_MODEL_1c12101d09c44db7bba3603bf4bc546a",
+ "IPY_MODEL_f5c32c87433a4bafb78c72953a63f122"
+ ],
+ "layout": "IPY_MODEL_4f6c8f22e8c04f0fbebb1d1af60866fd"
+ }
+ },
+ "affbe68a0da142118caa5ff65bb94a4d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f5050ad49b8b4238a5cf0fbd0bd5fea4",
+ "placeholder": "",
+ "style": "IPY_MODEL_22ff628b6188400d915bd8b6b466cf23",
+ "value": "pytorch_model.bin.index.json: 100%"
+ }
+ },
+ "1c12101d09c44db7bba3603bf4bc546a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_55314ab533bb4ae08fbf8a8436122bd3",
+ "max": 121727,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b004c548216c47c8bf55257d55f8db6d",
+ "value": 121727
+ }
+ },
+ "f5c32c87433a4bafb78c72953a63f122": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4eaae4ed19524fe38eb636067b5527f1",
+ "placeholder": "",
+ "style": "IPY_MODEL_db4e76af343a4896836a0253c4f11231",
+ "value": " 122k/122k [00:00<00:00, 975kB/s]"
+ }
+ },
+ "4f6c8f22e8c04f0fbebb1d1af60866fd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "f5050ad49b8b4238a5cf0fbd0bd5fea4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "22ff628b6188400d915bd8b6b466cf23": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "55314ab533bb4ae08fbf8a8436122bd3": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b004c548216c47c8bf55257d55f8db6d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "4eaae4ed19524fe38eb636067b5527f1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "db4e76af343a4896836a0253c4f11231": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4e0bee88b2ba48e9a2f7f759d799d76a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_3c52cfed6f9940bd884207b494a8ab65",
+ "IPY_MODEL_1f4745d593af4b549ba8053f0ac53afd",
+ "IPY_MODEL_f352eb7677ca46e7ab42e2a6ad502ca1"
+ ],
+ "layout": "IPY_MODEL_a113c5163335436285572f38aa1aac96"
+ }
+ },
+ "3c52cfed6f9940bd884207b494a8ab65": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4cab60d0cc7f42fe99a342eadc4e557a",
+ "placeholder": "",
+ "style": "IPY_MODEL_1556499664104d2280e85e4b4745410f",
+ "value": "Downloading shards: 100%"
+ }
+ },
+ "1f4745d593af4b549ba8053f0ac53afd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ffd0140727c84c14adcb17404b8e7416",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_12013dc3aea4448db694f438db57c2ce",
+ "value": 2
+ }
+ },
+ "f352eb7677ca46e7ab42e2a6ad502ca1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_408e3e77ee934d659352be18fc3e2eb5",
+ "placeholder": "",
+ "style": "IPY_MODEL_6c4b4fdb70144d2c8540f8e2f7e43d87",
+ "value": " 2/2 [01:00<00:00, 28.79s/it]"
+ }
+ },
+ "a113c5163335436285572f38aa1aac96": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4cab60d0cc7f42fe99a342eadc4e557a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1556499664104d2280e85e4b4745410f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ffd0140727c84c14adcb17404b8e7416": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "12013dc3aea4448db694f438db57c2ce": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "408e3e77ee934d659352be18fc3e2eb5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6c4b4fdb70144d2c8540f8e2f7e43d87": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f05a02d4b35d41b79aec61232eafad10": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_d6bf1ab3d49e4a2bb5f6bfe1f7448cf8",
+ "IPY_MODEL_1fc843b02dae4e9ebd01cc0eccd096d9",
+ "IPY_MODEL_b009035b4ec7442b8b1c803455d0d495"
+ ],
+ "layout": "IPY_MODEL_764c85e71c364f35bed063d4c7b0d9ea"
+ }
+ },
+ "d6bf1ab3d49e4a2bb5f6bfe1f7448cf8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7493cfcf9c9e4295b778c5f0755f84b0",
+ "placeholder": "",
+ "style": "IPY_MODEL_4b612637cdbd47efaaf10451a17753c9",
+ "value": "pytorch_model-00001-of-00002.bin: 100%"
+ }
+ },
+ "1fc843b02dae4e9ebd01cc0eccd096d9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f19941801a5746bc948c6fee09e0c6fa",
+ "max": 9996239804,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_7e4b360fa098414497e5af8d4b0671f8",
+ "value": 9996239804
+ }
+ },
+ "b009035b4ec7442b8b1c803455d0d495": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0db61e19362749bca78869549ca2f009",
+ "placeholder": "",
+ "style": "IPY_MODEL_85723a676f784719ac9a5346e4260f01",
+ "value": " 10.0G/10.0G [00:39<00:00, 237MB/s]"
+ }
+ },
+ "764c85e71c364f35bed063d4c7b0d9ea": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7493cfcf9c9e4295b778c5f0755f84b0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4b612637cdbd47efaaf10451a17753c9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f19941801a5746bc948c6fee09e0c6fa": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7e4b360fa098414497e5af8d4b0671f8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "0db61e19362749bca78869549ca2f009": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "85723a676f784719ac9a5346e4260f01": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "77a82f8ba60842938890e2f8041a55ed": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_c61b5bd596e34187a722f9c1bd25f9c6",
+ "IPY_MODEL_dbc1566dee1743a3a9fb53dda2e57d30",
+ "IPY_MODEL_11134024b96a4de48f254876f803884f"
+ ],
+ "layout": "IPY_MODEL_70b92a5ccbf0408695ca2f0145c84fb2"
+ }
+ },
+ "c61b5bd596e34187a722f9c1bd25f9c6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_21e3e40e1f704fc4b5f192984a488ca9",
+ "placeholder": "",
+ "style": "IPY_MODEL_c526750ee2124994980a5245181dcf9d",
+ "value": "pytorch_model-00002-of-00002.bin: 100%"
+ }
+ },
+ "dbc1566dee1743a3a9fb53dda2e57d30": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_16e503d3250b4b34898fb70bf1ce2f58",
+ "max": 5497724774,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_29151d7a1273499c8b5e3daa5c60d1a9",
+ "value": 5497724774
+ }
+ },
+ "11134024b96a4de48f254876f803884f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_eac6a8564bc84bd0ab01c9363e2f17fb",
+ "placeholder": "",
+ "style": "IPY_MODEL_9614b7daa88c4f818f1cb5e1a79bfc96",
+ "value": " 5.50G/5.50G [00:21<00:00, 264MB/s]"
+ }
+ },
+ "70b92a5ccbf0408695ca2f0145c84fb2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "21e3e40e1f704fc4b5f192984a488ca9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c526750ee2124994980a5245181dcf9d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "16e503d3250b4b34898fb70bf1ce2f58": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "29151d7a1273499c8b5e3daa5c60d1a9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "eac6a8564bc84bd0ab01c9363e2f17fb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9614b7daa88c4f818f1cb5e1a79bfc96": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "10850975bc36435880210504a2651c0e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_93bd6a8d8ca64fca8a99d1d422f09780",
+ "IPY_MODEL_08818f31d87243cfa2bf5d3a42559b05",
+ "IPY_MODEL_64f53bfe6cea439786eeea737c51afd2"
+ ],
+ "layout": "IPY_MODEL_22c1ac2ad81d4622a5481e813d6b53f6"
+ }
+ },
+ "93bd6a8d8ca64fca8a99d1d422f09780": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_89f2f506d3cc41fd9d44b2c7f7dae065",
+ "placeholder": "",
+ "style": "IPY_MODEL_ae2702c94b4d43bcb223c0956c6c69ae",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "08818f31d87243cfa2bf5d3a42559b05": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_798c6eddd2824040877d87cb32165a2c",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_724b65918cbf424a8a9fc31f91c8e4e4",
+ "value": 2
+ }
+ },
+ "64f53bfe6cea439786eeea737c51afd2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_aa60cb8246a3472caf8056d3f81dc019",
+ "placeholder": "",
+ "style": "IPY_MODEL_e23e2dbd84f042f5baa881ef700b0b47",
+ "value": " 2/2 [00:13<00:00, 6.50s/it]"
+ }
+ },
+ "22c1ac2ad81d4622a5481e813d6b53f6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "89f2f506d3cc41fd9d44b2c7f7dae065": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ae2702c94b4d43bcb223c0956c6c69ae": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "798c6eddd2824040877d87cb32165a2c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "724b65918cbf424a8a9fc31f91c8e4e4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "aa60cb8246a3472caf8056d3f81dc019": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e23e2dbd84f042f5baa881ef700b0b47": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "084af67a58034a63896ca5f1f4fa5bd6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_376f36868bfd49a4a2920a54faac7b85",
+ "IPY_MODEL_11815075e1b440128d0911117db3054e",
+ "IPY_MODEL_5fbade3064704df89c6af805369d0967"
+ ],
+ "layout": "IPY_MODEL_d7444598c5bb43d7888dd56b47872933"
+ }
+ },
+ "376f36868bfd49a4a2920a54faac7b85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_3016561984a9479b8c81069e43fc52a8",
+ "placeholder": "",
+ "style": "IPY_MODEL_2343588b39e1444bafd26c4de32b1bd7",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "11815075e1b440128d0911117db3054e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e46c674ded2147c4ab25ef31b3d72243",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_346b4da4ccc54263a0bcb66701835126",
+ "value": 2
+ }
+ },
+ "5fbade3064704df89c6af805369d0967": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2e75f9cc9f0e4f5b8871e7db4eaada5e",
+ "placeholder": "",
+ "style": "IPY_MODEL_1932882e9b7f474893e3682ab5732b77",
+ "value": " 2/2 [00:12<00:00, 5.74s/it]"
+ }
+ },
+ "d7444598c5bb43d7888dd56b47872933": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "3016561984a9479b8c81069e43fc52a8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2343588b39e1444bafd26c4de32b1bd7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e46c674ded2147c4ab25ef31b3d72243": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "346b4da4ccc54263a0bcb66701835126": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "2e75f9cc9f0e4f5b8871e7db4eaada5e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1932882e9b7f474893e3682ab5732b77": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "eaf3b897b6114723ade4d30fa6fd20c0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_cabee12abca44c5092ad1bff8daf5884",
+ "IPY_MODEL_1e3f1670bc86468fbc895e11ac00c369",
+ "IPY_MODEL_55e5253f9ec1448f8fff614fab8ef58a"
+ ],
+ "layout": "IPY_MODEL_08d286521e47403888aac5fb9bd31d79"
+ }
+ },
+ "cabee12abca44c5092ad1bff8daf5884": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_981b83c486db43a59f50d786f2d3992e",
+ "placeholder": "",
+ "style": "IPY_MODEL_e841c527d9714a06920eb329e9c23987",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "1e3f1670bc86468fbc895e11ac00c369": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f4d49e11f39e4290af4a6cfb43d7bb12",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_438c4926364647edae3d3777ff70258b",
+ "value": 2
+ }
+ },
+ "55e5253f9ec1448f8fff614fab8ef58a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_916e61cfbb674955bd889292c5b5acaa",
+ "placeholder": "",
+ "style": "IPY_MODEL_2d6ae87384e04f408f3241f709ba6294",
+ "value": " 2/2 [00:08<00:00, 4.11s/it]"
+ }
+ },
+ "08d286521e47403888aac5fb9bd31d79": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "981b83c486db43a59f50d786f2d3992e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e841c527d9714a06920eb329e9c23987": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f4d49e11f39e4290af4a6cfb43d7bb12": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "438c4926364647edae3d3777ff70258b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "916e61cfbb674955bd889292c5b5acaa": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2d6ae87384e04f408f3241f709ba6294": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "dbb0fd5e9a1b47aebb92c120813e94b1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_f94d1a31942944faa21d2c186d2ed323",
+ "IPY_MODEL_e024623add4b46558a59aa41677d19d8",
+ "IPY_MODEL_706d1614c2004e40a4e8c55a4980d046"
+ ],
+ "layout": "IPY_MODEL_aa1211e352a64205bd2fc8366cb5801c"
+ }
+ },
+ "f94d1a31942944faa21d2c186d2ed323": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c190ace31d1942b381c4cf2657a6dc8e",
+ "placeholder": "",
+ "style": "IPY_MODEL_6b532a7e84c74ccca988ce1973b0c9c8",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "e024623add4b46558a59aa41677d19d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_154cfe333be248c9886fea63c92b16c0",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_f8254e8aa1cf4dfdbeac693be4f34bd1",
+ "value": 2
+ }
+ },
+ "706d1614c2004e40a4e8c55a4980d046": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_26973dd8a1df43faba9b9530ab393cc8",
+ "placeholder": "",
+ "style": "IPY_MODEL_69a5b7e04618406eb9fb181c3c5fec27",
+ "value": " 2/2 [00:08<00:00, 3.94s/it]"
+ }
+ },
+ "aa1211e352a64205bd2fc8366cb5801c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c190ace31d1942b381c4cf2657a6dc8e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6b532a7e84c74ccca988ce1973b0c9c8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "154cfe333be248c9886fea63c92b16c0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "f8254e8aa1cf4dfdbeac693be4f34bd1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "26973dd8a1df43faba9b9530ab393cc8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "69a5b7e04618406eb9fb181c3c5fec27": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "fa150b512102496496de9fe739489e2d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_e84f4ce5ee8747acb9bb0234d065d9e6",
+ "IPY_MODEL_826564aa51eb45a699fb61b405843520",
+ "IPY_MODEL_69519f831058496e9ec45ce7a05913cd"
+ ],
+ "layout": "IPY_MODEL_dbe318d55f76454186ee574afe6e9ba8"
+ }
+ },
+ "e84f4ce5ee8747acb9bb0234d065d9e6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8685cea1714d447c8aef8d698924296f",
+ "placeholder": "",
+ "style": "IPY_MODEL_736aa3385bd940d89821cc41258ef15c",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "826564aa51eb45a699fb61b405843520": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_27cf5d27f8154c839c9942c90d3c7851",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b15f27aaa6214d10a0756bfb6bc755d8",
+ "value": 2
+ }
+ },
+ "69519f831058496e9ec45ce7a05913cd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_285acbd461e74ef581be341b24f01467",
+ "placeholder": "",
+ "style": "IPY_MODEL_555d48ec6f5043b6ae7c8c90c2275c98",
+ "value": " 2/2 [00:07<00:00, 3.70s/it]"
+ }
+ },
+ "dbe318d55f76454186ee574afe6e9ba8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8685cea1714d447c8aef8d698924296f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "736aa3385bd940d89821cc41258ef15c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "27cf5d27f8154c839c9942c90d3c7851": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b15f27aaa6214d10a0756bfb6bc755d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "285acbd461e74ef581be341b24f01467": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "555d48ec6f5043b6ae7c8c90c2275c98": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "35ef2830e80249fd94df3f7317d05e17": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_0900600eb3804a1a843dbd7c0756b9df",
+ "IPY_MODEL_d8c3686f54c447bfa390a952053d6493",
+ "IPY_MODEL_d291af65aef34f7aac3ffeaa8a237e5c"
+ ],
+ "layout": "IPY_MODEL_1158cb0eebd7415690c133454766a894"
+ }
+ },
+ "0900600eb3804a1a843dbd7c0756b9df": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_de6850dc0bd240929fb100e2b659e563",
+ "placeholder": "",
+ "style": "IPY_MODEL_77d3ae52bb4546768c0014f3476e5d22",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "d8c3686f54c447bfa390a952053d6493": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f957c7e6115546438128904400da540f",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_2fe277adb64e477fa5794df810c2e982",
+ "value": 2
+ }
+ },
+ "d291af65aef34f7aac3ffeaa8a237e5c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_9cc16e730ff149b98cfea50414b473b1",
+ "placeholder": "",
+ "style": "IPY_MODEL_98357fbb15954047b61a353a0cf0fcbb",
+ "value": " 2/2 [00:09<00:00, 4.33s/it]"
+ }
+ },
+ "1158cb0eebd7415690c133454766a894": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "de6850dc0bd240929fb100e2b659e563": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "77d3ae52bb4546768c0014f3476e5d22": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f957c7e6115546438128904400da540f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2fe277adb64e477fa5794df810c2e982": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "9cc16e730ff149b98cfea50414b473b1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "98357fbb15954047b61a353a0cf0fcbb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "9038532b375240739f8d99714276a53f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4d94cb170a954b5ea8116755c1e336ff",
+ "IPY_MODEL_a63574eaf64b463f88d8bb53669d5f05",
+ "IPY_MODEL_1b729673faf5411a95fb8d5591dcac9d"
+ ],
+ "layout": "IPY_MODEL_e3dda309b0dc4571a91640e8cfad082e"
+ }
+ },
+ "4d94cb170a954b5ea8116755c1e336ff": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_eee75ea40f4744d991a2a460b0bfca08",
+ "placeholder": "",
+ "style": "IPY_MODEL_9bf6d675468e45508ea821f40b3db739",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "a63574eaf64b463f88d8bb53669d5f05": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_066aa78f1d8049cc9fc006ebf4f4c381",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_68cce443d69b411c974b71a0bbf9ce4a",
+ "value": 2
+ }
+ },
+ "1b729673faf5411a95fb8d5591dcac9d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0cde01ad21ad4545b28eb8762c70a683",
+ "placeholder": "",
+ "style": "IPY_MODEL_8c59ed1dd7394b89a57d8cabf3ee39d0",
+ "value": " 2/2 [00:07<00:00, 3.56s/it]"
+ }
+ },
+ "e3dda309b0dc4571a91640e8cfad082e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "eee75ea40f4744d991a2a460b0bfca08": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9bf6d675468e45508ea821f40b3db739": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "066aa78f1d8049cc9fc006ebf4f4c381": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "68cce443d69b411c974b71a0bbf9ce4a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "0cde01ad21ad4545b28eb8762c70a683": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8c59ed1dd7394b89a57d8cabf3ee39d0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c11616842b874d3199980efc149409d9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_85dae311696b486499fef77276ba33b5",
+ "IPY_MODEL_0fe6733492ad476d982289a26129dd30",
+ "IPY_MODEL_ea63100ca1fd47ed868316cbb9f0fb14"
+ ],
+ "layout": "IPY_MODEL_c9e936fe383c429db25fbfc3fb925352"
+ }
+ },
+ "85dae311696b486499fef77276ba33b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ed821654d3684132a2c28fa5e3b4b2cf",
+ "placeholder": "",
+ "style": "IPY_MODEL_5532f757e9d742a181c4f5ed9d973d2e",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "0fe6733492ad476d982289a26129dd30": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7c9d7c0839d047e4909bc3021ba50377",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_c3df65a004304ca49044b27c23c0f2d6",
+ "value": 2
+ }
+ },
+ "ea63100ca1fd47ed868316cbb9f0fb14": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1f7ceedccbc247c59e64294510661775",
+ "placeholder": "",
+ "style": "IPY_MODEL_9148b3e872e04d95a88e96df8e51200f",
+ "value": " 2/2 [00:07<00:00, 3.61s/it]"
+ }
+ },
+ "c9e936fe383c429db25fbfc3fb925352": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ed821654d3684132a2c28fa5e3b4b2cf": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "5532f757e9d742a181c4f5ed9d973d2e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "7c9d7c0839d047e4909bc3021ba50377": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c3df65a004304ca49044b27c23c0f2d6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "1f7ceedccbc247c59e64294510661775": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9148b3e872e04d95a88e96df8e51200f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "16fb6722550945f186b533530f79fbd4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_e40e08bcd09040ffb518bf8c4c9ae3ef",
+ "IPY_MODEL_58c1519794e949b4bd4e66035613c71b",
+ "IPY_MODEL_ed41113229c24ddfa7121c85709e6d25"
+ ],
+ "layout": "IPY_MODEL_07b888f3d7024d9d9ed0c6380178007f"
+ }
+ },
+ "e40e08bcd09040ffb518bf8c4c9ae3ef": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c6230237eb92483aacb93c39a3d700eb",
+ "placeholder": "",
+ "style": "IPY_MODEL_c39c8dcdd31c4bf08da2af61c9dec58c",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "58c1519794e949b4bd4e66035613c71b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d6a5ead11c08446bbd11f848facbf3e6",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_a3dc70b34be147c4be67f0c6e373be85",
+ "value": 2
+ }
+ },
+ "ed41113229c24ddfa7121c85709e6d25": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7e05f5defa084a03986d18ac17cf98d5",
+ "placeholder": "",
+ "style": "IPY_MODEL_69f0cf52ef7346f8a47b2ccb994c8271",
+ "value": " 2/2 [00:07<00:00, 3.55s/it]"
+ }
+ },
+ "07b888f3d7024d9d9ed0c6380178007f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c6230237eb92483aacb93c39a3d700eb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c39c8dcdd31c4bf08da2af61c9dec58c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "d6a5ead11c08446bbd11f848facbf3e6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a3dc70b34be147c4be67f0c6e373be85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "7e05f5defa084a03986d18ac17cf98d5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "69f0cf52ef7346f8a47b2ccb994c8271": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "dc84f39cffce4c829f7db45440a6467a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ef97224d3291434f90b065cb1a1fa67b",
+ "IPY_MODEL_23dec4e71ba9406f8d5f87afbaf59336",
+ "IPY_MODEL_8bf9fbfc257742b2813fa4234b7d856f"
+ ],
+ "layout": "IPY_MODEL_c64ad6ba00084950b5b4c7335265aefb"
+ }
+ },
+ "ef97224d3291434f90b065cb1a1fa67b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_783d5392debd45a3ae741c615316d647",
+ "placeholder": "",
+ "style": "IPY_MODEL_24675e04bc7445469a5c5165f1d4d25a",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "23dec4e71ba9406f8d5f87afbaf59336": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bfe38ef92f0748548c4b30000dbc474c",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b0284f12a01a4af082dd0b6ac4ad970e",
+ "value": 2
+ }
+ },
+ "8bf9fbfc257742b2813fa4234b7d856f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_9987f4bdc79b4f6d81797e9251643e3a",
+ "placeholder": "",
+ "style": "IPY_MODEL_11f265b2ff9946278d5ab6a549951b29",
+ "value": " 2/2 [00:07<00:00, 3.38s/it]"
+ }
+ },
+ "c64ad6ba00084950b5b4c7335265aefb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "783d5392debd45a3ae741c615316d647": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "24675e04bc7445469a5c5165f1d4d25a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "bfe38ef92f0748548c4b30000dbc474c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b0284f12a01a4af082dd0b6ac4ad970e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "9987f4bdc79b4f6d81797e9251643e3a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "11f265b2ff9946278d5ab6a549951b29": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f71a4c157d6f4001a1bc774fb562fb0a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4194055758494ef49a035683e7a6f5f9",
+ "IPY_MODEL_05c455f7d040415aa6e74c34b216a8d1",
+ "IPY_MODEL_c69f9496846347dfbee4ae1d36da3b74"
+ ],
+ "layout": "IPY_MODEL_25d4db1bf2b14592acee165d0edacdc9"
+ }
+ },
+ "4194055758494ef49a035683e7a6f5f9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_317a80916ac4425592e90f0c4ef7c6a6",
+ "placeholder": "",
+ "style": "IPY_MODEL_6c5d6a7680624bd48d69d17469a3c588",
+ "value": "Uploading the dataset shards: 100%"
+ }
+ },
+ "05c455f7d040415aa6e74c34b216a8d1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f530763594f44424bf4d79f95f56fbb2",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_48ba6d59d37c491789c5e6ded81f38d7",
+ "value": 1
+ }
+ },
+ "c69f9496846347dfbee4ae1d36da3b74": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c7e04ccc09034cf39e72b61c06d201c8",
+ "placeholder": "",
+ "style": "IPY_MODEL_939ae16fab044dfd9b83a872934de771",
+ "value": " 1/1 [00:00<00:00, 1.03it/s]"
+ }
+ },
+ "25d4db1bf2b14592acee165d0edacdc9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "317a80916ac4425592e90f0c4ef7c6a6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6c5d6a7680624bd48d69d17469a3c588": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f530763594f44424bf4d79f95f56fbb2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "48ba6d59d37c491789c5e6ded81f38d7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "c7e04ccc09034cf39e72b61c06d201c8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "939ae16fab044dfd9b83a872934de771": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "89563ee1e1b748cba4af7fd6355d27d0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_148db4c011814603b756dba2916cdbd9",
+ "IPY_MODEL_b5936d4a996147cfa06346e7df796905",
+ "IPY_MODEL_e8780e62b5df408db2ba65d98f95d385"
+ ],
+ "layout": "IPY_MODEL_5ec9989ac2fa410cb32467d69523415c"
+ }
+ },
+ "148db4c011814603b756dba2916cdbd9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c609f92945634664a81f78b413d3e627",
+ "placeholder": "",
+ "style": "IPY_MODEL_f0d4f9418c3847f897275b0f3f348c82",
+ "value": "Map: 100%"
+ }
+ },
+ "b5936d4a996147cfa06346e7df796905": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_5d7142cbd70c4f2982ca10cc8ba2857d",
+ "max": 10,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_79566df2fd0b4e77a86d297fe8f40293",
+ "value": 10
+ }
+ },
+ "e8780e62b5df408db2ba65d98f95d385": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_95cd580ef12f40e688d33af803bcf32b",
+ "placeholder": "",
+ "style": "IPY_MODEL_4cb1acf5966b44bdac8746486ee93f0b",
+ "value": " 10/10 [00:00<00:00, 484.86 examples/s]"
+ }
+ },
+ "5ec9989ac2fa410cb32467d69523415c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c609f92945634664a81f78b413d3e627": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "f0d4f9418c3847f897275b0f3f348c82": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "5d7142cbd70c4f2982ca10cc8ba2857d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "79566df2fd0b4e77a86d297fe8f40293": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "95cd580ef12f40e688d33af803bcf32b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4cb1acf5966b44bdac8746486ee93f0b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "171b3538e1c1428c878cfcd8e1064ccb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_b5e9d0e078154804930d32fe7a9df105",
+ "IPY_MODEL_edb196cd321944c0a586a3565f3c5105",
+ "IPY_MODEL_b5281ef0dcfb4ecb9e81a0ad16f48672"
+ ],
+ "layout": "IPY_MODEL_82d7428428ec4de68f096ef3185b45df"
+ }
+ },
+ "b5e9d0e078154804930d32fe7a9df105": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bd73242500d546378ae991dba581afe0",
+ "placeholder": "",
+ "style": "IPY_MODEL_b875de86ca77452ba041255d6adbc721",
+ "value": "Creating parquet from Arrow format: 100%"
+ }
+ },
+ "edb196cd321944c0a586a3565f3c5105": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_a743eaf62c1c412ca63dc981eb9a8324",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_1712182a7f3a405397de0a19424f5f83",
+ "value": 1
+ }
+ },
+ "b5281ef0dcfb4ecb9e81a0ad16f48672": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_a820c4b224964b8fb5e7ba5b3bb0b1f7",
+ "placeholder": "",
+ "style": "IPY_MODEL_c1f8ad5b9aef427299eedb056cc07613",
+ "value": " 1/1 [00:00<00:00, 59.76ba/s]"
+ }
+ },
+ "82d7428428ec4de68f096ef3185b45df": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bd73242500d546378ae991dba581afe0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b875de86ca77452ba041255d6adbc721": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "a743eaf62c1c412ca63dc981eb9a8324": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1712182a7f3a405397de0a19424f5f83": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "a820c4b224964b8fb5e7ba5b3bb0b1f7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c1f8ad5b9aef427299eedb056cc07613": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b843e58ad26a4b24a00d14edd6caa11a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_744310f5ce074b05aa2911ff628660b5",
+ "IPY_MODEL_1e473974dff04f9b8316bfca8eb50341",
+ "IPY_MODEL_4771aa26773a41d690507f22e2a7dfb0"
+ ],
+ "layout": "IPY_MODEL_c18307ee2b09476e88ff1f07c0dfaf1c"
+ }
+ },
+ "744310f5ce074b05aa2911ff628660b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_447d6c8c5088457d833de6138b119b8a",
+ "placeholder": "",
+ "style": "IPY_MODEL_817d66a5949c4e4d9018e03bb8e0d481",
+ "value": "README.md: 100%"
+ }
+ },
+ "1e473974dff04f9b8316bfca8eb50341": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_80b0646e9b1d484497256acd6a2e62e7",
+ "max": 307,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_0fe53d15fbf7436ebcbf4266476194e7",
+ "value": 307
+ }
+ },
+ "4771aa26773a41d690507f22e2a7dfb0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_96b4fd1955d7476e86e3b43399e01b89",
+ "placeholder": "",
+ "style": "IPY_MODEL_d0329b6157cc453a9497772e9e6afef7",
+ "value": " 307/307 [00:00<00:00, 24.1kB/s]"
+ }
+ },
+ "c18307ee2b09476e88ff1f07c0dfaf1c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "447d6c8c5088457d833de6138b119b8a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "817d66a5949c4e4d9018e03bb8e0d481": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "80b0646e9b1d484497256acd6a2e62e7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0fe53d15fbf7436ebcbf4266476194e7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "96b4fd1955d7476e86e3b43399e01b89": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d0329b6157cc453a9497772e9e6afef7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "a217df2e9a874b37be0212f1a6d76b92": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_db0f8c698abe444c86209a06394c884b",
+ "IPY_MODEL_6fce01f4734341668a66196dd13d792d",
+ "IPY_MODEL_9d9173cab4b547269aff3c810ad67407"
+ ],
+ "layout": "IPY_MODEL_31a17c37c45842a4b11ab43e6b83bf39"
+ }
+ },
+ "db0f8c698abe444c86209a06394c884b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_60cae9cc457843e2b40bda59b37ed341",
+ "placeholder": "",
+ "style": "IPY_MODEL_86345eb5ffc1474aa49ff5f2e7661aa5",
+ "value": "Downloading readme: 100%"
+ }
+ },
+ "6fce01f4734341668a66196dd13d792d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ce1864c4366043688a1f5a9ba378f598",
+ "max": 307,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_83ef85ccebaf47ada1fe5e77118fbe7a",
+ "value": 307
+ }
+ },
+ "9d9173cab4b547269aff3c810ad67407": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_3b3f09d891c34ebaadd93ec35ba10853",
+ "placeholder": "",
+ "style": "IPY_MODEL_cbf8c7e7a2004d2f8e235b1416be4122",
+ "value": " 307/307 [00:00<00:00, 24.9kB/s]"
+ }
+ },
+ "31a17c37c45842a4b11ab43e6b83bf39": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "60cae9cc457843e2b40bda59b37ed341": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "86345eb5ffc1474aa49ff5f2e7661aa5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ce1864c4366043688a1f5a9ba378f598": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "83ef85ccebaf47ada1fe5e77118fbe7a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "3b3f09d891c34ebaadd93ec35ba10853": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "cbf8c7e7a2004d2f8e235b1416be4122": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ec2fa312108a413884b087619de4f828": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_acbe85d2acb14556a926b018f192b73d",
+ "IPY_MODEL_cf42096d26c64fe094e35de13e0330f7",
+ "IPY_MODEL_e954cb87ba514e0bbdbf38b151a686a0"
+ ],
+ "layout": "IPY_MODEL_8c423eeef4ee457092dfdbd23c176bf7"
+ }
+ },
+ "acbe85d2acb14556a926b018f192b73d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_49e6e6af76704363a65854d7d689b740",
+ "placeholder": "",
+ "style": "IPY_MODEL_4db01166230c4c3ab013a6688bee8de6",
+ "value": "Downloading data: 100%"
+ }
+ },
+ "cf42096d26c64fe094e35de13e0330f7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8034ca34c96a4081824169003d3d4dbd",
+ "max": 585097,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_9383c5c094a24a2ba5699bd9b5f19d4c",
+ "value": 585097
+ }
+ },
+ "e954cb87ba514e0bbdbf38b151a686a0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0d98cdd2e77940389466d8dc88959fef",
+ "placeholder": "",
+ "style": "IPY_MODEL_46c23ae27b83446187ae80d7cb68dfa4",
+ "value": " 585k/585k [00:00<00:00, 1.66MB/s]"
+ }
+ },
+ "8c423eeef4ee457092dfdbd23c176bf7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "49e6e6af76704363a65854d7d689b740": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4db01166230c4c3ab013a6688bee8de6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8034ca34c96a4081824169003d3d4dbd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9383c5c094a24a2ba5699bd9b5f19d4c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "0d98cdd2e77940389466d8dc88959fef": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "46c23ae27b83446187ae80d7cb68dfa4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "7d7841557770419bac7a1002c03e3ac4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_51cf97039f284d79b750422327418783",
+ "IPY_MODEL_3014f40e3e07404a8684308de7936b1c",
+ "IPY_MODEL_9001e3d3d9b34647b9c098f5ef11bc75"
+ ],
+ "layout": "IPY_MODEL_b9758ecb38d04afc8de2bd5dc1ac02d2"
+ }
+ },
+ "51cf97039f284d79b750422327418783": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bcbe75ae6c3648459a2caa747f9a8dba",
+ "placeholder": "",
+ "style": "IPY_MODEL_1dc1684e75ff400eb57d6504deed6539",
+ "value": "Generating train split: 100%"
+ }
+ },
+ "3014f40e3e07404a8684308de7936b1c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_94d18e97e7ee46e8a8f72ba4453a6c39",
+ "max": 10,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_6494c117eed04a8db376e9dd6412a287",
+ "value": 10
+ }
+ },
+ "9001e3d3d9b34647b9c098f5ef11bc75": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d208749abd664c928bff45aa40deec75",
+ "placeholder": "",
+ "style": "IPY_MODEL_806f3e52701d450aacaa9774f95bd8bf",
+ "value": " 10/10 [00:00<00:00, 515.93 examples/s]"
+ }
+ },
+ "b9758ecb38d04afc8de2bd5dc1ac02d2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bcbe75ae6c3648459a2caa747f9a8dba": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1dc1684e75ff400eb57d6504deed6539": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "94d18e97e7ee46e8a8f72ba4453a6c39": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6494c117eed04a8db376e9dd6412a287": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "d208749abd664c928bff45aa40deec75": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "806f3e52701d450aacaa9774f95bd8bf": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ }
+ }
+ }
+ },
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "view-in-github",
+ "colab_type": "text"
+ },
+ "source": [
+ "
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# Labeling a dataset using BLIP-2\n",
+ "\n",
+ "In this notebook, we will demonstrate how to create a labeled dataset using BLIP-2 and push it to the Hugging Face hub. BLIP-2, which does zero-shot image-to-text generation, was introduced in [BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models](https://arxiv.org/pdf/2301.12597.pdf) by Li, et. al. BLIP-2 bootstraps frozen pre-trained image and LLMs, bridging the modality gap with a Querying Transformer (Q-Former). You can read more about BLIP-2 [here](https://huggingface.co/docs/transformers/v4.28.1/en/model_doc/blip-2).\n",
+ "\n",
+ "Notes:\n",
+ "\n",
+ "* It's advised to run this notebook on a GPU environment, high RAM.\n",
+ "\n",
+ "* This notebook was adapted from [here](https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BLIP-2/Chat_with_BLIP_2_%5Bint8_bitsandbytes%5D.ipynb)."
+ ],
+ "metadata": {
+ "id": "lbdwxvFIekQ1"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Run this cell if you have generated a large dataset. It is unnecessary for this toy example."
+ ],
+ "metadata": {
+ "id": "xzWfOdMUegig"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!apt-get install git-lfs"
+ ],
+ "metadata": {
+ "id": "ZkGvCKBSeZv0"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "First, let's install the dependencies."
+ ],
+ "metadata": {
+ "id": "1LsKrTuWLhJM"
+ }
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "MgaqAI5ZeSHx",
+ "outputId": "ab329970-94d2-4211-d951-b3fcbd2b951e"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m279.7/279.7 kB\u001b[0m \u001b[31m6.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m105.0/105.0 MB\u001b[0m \u001b[31m16.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m536.6/536.6 kB\u001b[0m \u001b[31m49.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m38.3/38.3 MB\u001b[0m \u001b[31m38.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m16.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m19.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+ "ibis-framework 7.1.0 requires pyarrow<15,>=2, but you have pyarrow 15.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
+ "\u001b[0m"
+ ]
+ }
+ ],
+ "source": [
+ "!pip install -q accelerate bitsandbytes datasets huggingface_hub"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Let's log into the Hugging Face hub with our \"WRITE\" access token."
+ ],
+ "metadata": {
+ "id": "8d4WLerBBuQ_"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "from huggingface_hub import notebook_login\n",
+ "\n",
+ "notebook_login()"
+ ],
+ "metadata": {
+ "id": "Fg9UgrYe8wU6",
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 177,
+ "referenced_widgets": [
+ "9ee866c462d44af39ab612f7ac72af96",
+ "7dd1afbd4fe64e1f85453f49387a6bf7",
+ "866a7af4ba204959a584a187f6e4c469",
+ "d3b3dbf67a2d4f4898d3048ef56e3383",
+ "e669b34c5c93456480057f969697a11b",
+ "befd511a0ec342d5afb48601fc09b864",
+ "5fdc70f275c04f9c82822edc495c46f7",
+ "c78491f5c4354f5a8460855416fabdab",
+ "38874f88530b4eefa4634ccf1e48fb1d",
+ "9d873176d7b94b3b8e65bc3c79f82bb1",
+ "ce272942821e47b09819c1905f27d6fa",
+ "59546604384345ed9171f955787631c6",
+ "afe52ddcf3aa4ba5be97c8e8f8037f55",
+ "09de54500e7e4f3eb1331c9bc2a6000d",
+ "04ae0973d4ce48b6957498a532c1b81a",
+ "2365b71d65bf4d979fc4f67ecaf9d45f",
+ "130ec764e59845cf96f987d6a31727d1",
+ "c81ffefc2912438ea586293aa33ddecf",
+ "89fe4838108d431ba30ea3f8ae7a1b08",
+ "ea01e4f9644c4a4dac13d92c929d6e75",
+ "fc7cec0b4a8d4a85a5bd318b9698e164",
+ "0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
+ "2224fee0188240689d6b5d814d7dacc2",
+ "31db28a7cb7b4646b2b28ee252f60486",
+ "1a0fadad34634e588ae4d2166696708f",
+ "e7df87a342214d31804a31ca8f1bf215",
+ "7acfc9c7813d4c52a3f9c50a9423c8ed",
+ "0a538d76dadc42b99caeaf29140ea0c2",
+ "6ad379bde3d0421ca96bc0648542036e",
+ "34abc680c43c44948d6ca6ac2ffc5967",
+ "4e62e13337ee4523abe7ff3a556f4a13",
+ "9810977a11fc4abdb025eb13564632c4"
+ ]
+ },
+ "outputId": "fe3fcfe4-917d-474a-b2bf-2d02929efe5b"
+ },
+ "execution_count": 2,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "VBox(children=(HTML(value='
"
+ ],
+ "image/png": "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\n"
+ },
+ "metadata": {},
+ "execution_count": 7
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Now let's take a look at the label: it is 'a conference room with a table and chairs.' The model provided an accurate label!"
+ ],
+ "metadata": {
+ "id": "Z4tSgSpN_nbr"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "dataset['train']['label'][0]"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 56
+ },
+ "id": "TvdCuPkP4LnN",
+ "outputId": "d3c67f17-5358-468a-9fc7-99abb31a3145"
+ },
+ "execution_count": 8,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "'a conference room with chairs and a table'"
+ ],
+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "string"
+ }
+ },
+ "metadata": {},
+ "execution_count": 8
+ }
+ ]
+ }
+ ]
+}
\ No newline at end of file
From 07e4084a6953f3c2f28156a7f62aae6b380511d3 Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Sat, 10 Feb 2024 10:13:49 -0500
Subject: [PATCH 2/8] move notebook to synthetic data creation folder
---
.../Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb | 0
1 file changed, 0 insertions(+), 0 deletions(-)
rename image_labeling_BLIP_2.ipynb => notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb (100%)
diff --git a/image_labeling_BLIP_2.ipynb b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
similarity index 100%
rename from image_labeling_BLIP_2.ipynb
rename to notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
From 3fe0a519c74d885191d6bd89121e2bfe4e57b96a Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Sun, 11 Feb 2024 13:34:50 -0500
Subject: [PATCH 3/8] Update _toctree.yml
edit yaml file to see if that is why PR is failing
---
chapters/en/_toctree.yml | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/chapters/en/_toctree.yml b/chapters/en/_toctree.yml
index 7515e5558..8b6fa5c65 100644
--- a/chapters/en/_toctree.yml
+++ b/chapters/en/_toctree.yml
@@ -70,6 +70,6 @@
- local: Unit 12 - Ethics and Biases/ethics-bias-ai
title: Ethics and Bias in AI
- local: Unit 12 - Ethics and Biases/conclusion
- title: Hugging Face's efforts: Ethics and Society
+ title: Hugging Face's efforts - Ethics and Society
- local: Unit 12 - Ethics and Biases/supplementary-material
title: Supplementary reading and resources
From 7d3fa4a376422b7aab0ccd04b41391f33dff1bac Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Mon, 12 Feb 2024 10:37:15 -0500
Subject: [PATCH 4/8] Update image_labeling_BLIP_2.ipynb
Used Black to reformat notebook
---
.../image_labeling_BLIP_2.ipynb | 23984 ++++++++--------
1 file changed, 11995 insertions(+), 11989 deletions(-)
diff --git a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
index 48190598c..66f793ac8 100644
--- a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
+++ b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
@@ -1,12064 +1,12070 @@
{
- "nbformat": 4,
- "nbformat_minor": 0,
- "metadata": {
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "provenance": [],
+ "machine_shape": "hm",
+ "include_colab_link": true
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ },
+ "language_info": {
+ "name": "python"
+ },
+ "accelerator": "GPU",
+ "gpuClass": "standard",
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "9ee866c462d44af39ab612f7ac72af96": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "VBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "VBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "VBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_fc7cec0b4a8d4a85a5bd318b9698e164",
+ "IPY_MODEL_0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
+ "IPY_MODEL_2224fee0188240689d6b5d814d7dacc2",
+ "IPY_MODEL_31db28a7cb7b4646b2b28ee252f60486"
+ ],
+ "layout": "IPY_MODEL_5fdc70f275c04f9c82822edc495c46f7"
+ }
+ },
+ "7dd1afbd4fe64e1f85453f49387a6bf7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c78491f5c4354f5a8460855416fabdab",
+ "placeholder": "",
+ "style": "IPY_MODEL_38874f88530b4eefa4634ccf1e48fb1d",
+ "value": "
Copy a token from your Hugging Face\ntokens page and paste it below.
Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. "
+ }
+ },
+ "866a7af4ba204959a584a187f6e4c469": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "PasswordModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "PasswordModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "PasswordView",
+ "continuous_update": true,
+ "description": "Token:",
+ "description_tooltip": null,
+ "disabled": false,
+ "layout": "IPY_MODEL_9d873176d7b94b3b8e65bc3c79f82bb1",
+ "placeholder": "",
+ "style": "IPY_MODEL_ce272942821e47b09819c1905f27d6fa",
+ "value": ""
+ }
+ },
+ "d3b3dbf67a2d4f4898d3048ef56e3383": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "CheckboxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "CheckboxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "CheckboxView",
+ "description": "Add token as git credential?",
+ "description_tooltip": null,
+ "disabled": false,
+ "indent": true,
+ "layout": "IPY_MODEL_59546604384345ed9171f955787631c6",
+ "style": "IPY_MODEL_afe52ddcf3aa4ba5be97c8e8f8037f55",
+ "value": true
+ }
+ },
+ "e669b34c5c93456480057f969697a11b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ButtonModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ButtonModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ButtonView",
+ "button_style": "",
+ "description": "Login",
+ "disabled": false,
+ "icon": "",
+ "layout": "IPY_MODEL_09de54500e7e4f3eb1331c9bc2a6000d",
+ "style": "IPY_MODEL_04ae0973d4ce48b6957498a532c1b81a",
+ "tooltip": ""
+ }
+ },
+ "befd511a0ec342d5afb48601fc09b864": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2365b71d65bf4d979fc4f67ecaf9d45f",
+ "placeholder": "",
+ "style": "IPY_MODEL_130ec764e59845cf96f987d6a31727d1",
+ "value": "\nPro Tip: If you don't already have one, you can create a dedicated\n'notebooks' token with 'write' access, that you can then easily reuse for all\nnotebooks. "
+ }
+ },
+ "5fdc70f275c04f9c82822edc495c46f7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": "center",
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": "flex",
+ "flex": null,
+ "flex_flow": "column",
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": "50%"
+ }
+ },
+ "c78491f5c4354f5a8460855416fabdab": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "38874f88530b4eefa4634ccf1e48fb1d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "9d873176d7b94b3b8e65bc3c79f82bb1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ce272942821e47b09819c1905f27d6fa": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "59546604384345ed9171f955787631c6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "afe52ddcf3aa4ba5be97c8e8f8037f55": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "09de54500e7e4f3eb1331c9bc2a6000d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "04ae0973d4ce48b6957498a532c1b81a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ButtonStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ButtonStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "button_color": null,
+ "font_weight": ""
+ }
+ },
+ "2365b71d65bf4d979fc4f67ecaf9d45f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "130ec764e59845cf96f987d6a31727d1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c81ffefc2912438ea586293aa33ddecf": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_89fe4838108d431ba30ea3f8ae7a1b08",
+ "placeholder": "",
+ "style": "IPY_MODEL_ea01e4f9644c4a4dac13d92c929d6e75",
+ "value": "Connecting..."
+ }
+ },
+ "89fe4838108d431ba30ea3f8ae7a1b08": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ea01e4f9644c4a4dac13d92c929d6e75": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "fc7cec0b4a8d4a85a5bd318b9698e164": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1a0fadad34634e588ae4d2166696708f",
+ "placeholder": "",
+ "style": "IPY_MODEL_e7df87a342214d31804a31ca8f1bf215",
+ "value": "Token is valid (permission: write)."
+ }
+ },
+ "0cb0e0f7004c4f1cb20b1f85a2fe9b2b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7acfc9c7813d4c52a3f9c50a9423c8ed",
+ "placeholder": "",
+ "style": "IPY_MODEL_0a538d76dadc42b99caeaf29140ea0c2",
+ "value": "Your token has been saved in your configured git credential helpers (store)."
+ }
+ },
+ "2224fee0188240689d6b5d814d7dacc2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_6ad379bde3d0421ca96bc0648542036e",
+ "placeholder": "",
+ "style": "IPY_MODEL_34abc680c43c44948d6ca6ac2ffc5967",
+ "value": "Your token has been saved to /root/.cache/huggingface/token"
+ }
+ },
+ "31db28a7cb7b4646b2b28ee252f60486": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "LabelModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4e62e13337ee4523abe7ff3a556f4a13",
+ "placeholder": "",
+ "style": "IPY_MODEL_9810977a11fc4abdb025eb13564632c4",
+ "value": "Login successful"
+ }
+ },
+ "1a0fadad34634e588ae4d2166696708f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e7df87a342214d31804a31ca8f1bf215": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "7acfc9c7813d4c52a3f9c50a9423c8ed": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0a538d76dadc42b99caeaf29140ea0c2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "6ad379bde3d0421ca96bc0648542036e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "34abc680c43c44948d6ca6ac2ffc5967": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4e62e13337ee4523abe7ff3a556f4a13": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9810977a11fc4abdb025eb13564632c4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "610e76cde4ec4b498c2b615cd1a9e356": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_d38b6eae9c764b76940012e745777096",
+ "IPY_MODEL_0ccc38e673c3482db791e653aecd8a7e",
+ "IPY_MODEL_f92f8a42e6ed499bba4567bb99e979bd"
+ ],
+ "layout": "IPY_MODEL_fe2748c1f4f54f52ad0ed2123d8710a2"
+ }
+ },
+ "d38b6eae9c764b76940012e745777096": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d51ebc6f2e224939a9ac06966989385c",
+ "placeholder": "",
+ "style": "IPY_MODEL_fe615bf8e5a84caa8ea67bd20613ff03",
+ "value": "Generating train split: "
+ }
+ },
+ "0ccc38e673c3482db791e653aecd8a7e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b13979df5f5c49779b1623b0059d03e5",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_370fd4ea52d14911ac9e2342d7650323",
+ "value": 1
+ }
+ },
+ "f92f8a42e6ed499bba4567bb99e979bd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d8d4c445c5dd41e3802599cbbb94feac",
+ "placeholder": "",
+ "style": "IPY_MODEL_aeb1353ebebf496bbca23174930fc7da",
+ "value": " 10/0 [03:30<00:00, 13.57s/ examples]"
+ }
+ },
+ "fe2748c1f4f54f52ad0ed2123d8710a2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d51ebc6f2e224939a9ac06966989385c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "fe615bf8e5a84caa8ea67bd20613ff03": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b13979df5f5c49779b1623b0059d03e5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": "20px"
+ }
+ },
+ "370fd4ea52d14911ac9e2342d7650323": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "d8d4c445c5dd41e3802599cbbb94feac": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "aeb1353ebebf496bbca23174930fc7da": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8ee2099620f5444cba4b8b52f3a2e397": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4e0534c45c77436ba8647133186db23e",
+ "IPY_MODEL_3b7f2af1e09747c9b7df4432d5421a51",
+ "IPY_MODEL_7348967b5ec649868b024f574a300814"
+ ],
+ "layout": "IPY_MODEL_c0d283b528be4b42a7080b35f086eb13"
+ }
+ },
+ "4e0534c45c77436ba8647133186db23e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_90af9c9418a144b99bbbeb25bc7b05fb",
+ "placeholder": "",
+ "style": "IPY_MODEL_634717697f254912aecf1e1ac7f5ccfc",
+ "value": "preprocessor_config.json: 100%"
+ }
+ },
+ "3b7f2af1e09747c9b7df4432d5421a51": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_97ac27aa02a1485dae671c91c7b101ad",
+ "max": 432,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_76921ded448c4269a525df3c6fc2dc98",
+ "value": 432
+ }
+ },
+ "7348967b5ec649868b024f574a300814": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c6d506d0e325419b84a56da982eada46",
+ "placeholder": "",
+ "style": "IPY_MODEL_b7a6186509744a15a8d0758c4d419767",
+ "value": " 432/432 [00:00<00:00, 36.4kB/s]"
+ }
+ },
+ "c0d283b528be4b42a7080b35f086eb13": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "90af9c9418a144b99bbbeb25bc7b05fb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "634717697f254912aecf1e1ac7f5ccfc": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "97ac27aa02a1485dae671c91c7b101ad": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "76921ded448c4269a525df3c6fc2dc98": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "c6d506d0e325419b84a56da982eada46": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b7a6186509744a15a8d0758c4d419767": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "05f31967e20b4b23bd9f2bc6ad8fb501": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_8675f33687dc4f89915ac961a23aee85",
+ "IPY_MODEL_b3f304be5d0c4e77bb59b1dfeff66a01",
+ "IPY_MODEL_bc05ccdffc3f47128d83b91b4ab3f534"
+ ],
+ "layout": "IPY_MODEL_a4762360b370409ab5d4d698ca33ca15"
+ }
+ },
+ "8675f33687dc4f89915ac961a23aee85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b6a5b114afef4503b80f99910fd16a76",
+ "placeholder": "",
+ "style": "IPY_MODEL_c699c67c7a734a40819eea801807e22c",
+ "value": "tokenizer_config.json: 100%"
+ }
+ },
+ "b3f304be5d0c4e77bb59b1dfeff66a01": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e7748b74773a4727afd8802dbde3f50e",
+ "max": 904,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_95d3b2b470194475a9ec266b5d3df42b",
+ "value": 904
+ }
+ },
+ "bc05ccdffc3f47128d83b91b4ab3f534": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1c695350d9484f20a1be6a0cc9dca6d0",
+ "placeholder": "",
+ "style": "IPY_MODEL_b336a7c802664aecb9e56f5d9a175f04",
+ "value": " 904/904 [00:00<00:00, 76.1kB/s]"
+ }
+ },
+ "a4762360b370409ab5d4d698ca33ca15": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b6a5b114afef4503b80f99910fd16a76": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c699c67c7a734a40819eea801807e22c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e7748b74773a4727afd8802dbde3f50e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "95d3b2b470194475a9ec266b5d3df42b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "1c695350d9484f20a1be6a0cc9dca6d0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b336a7c802664aecb9e56f5d9a175f04": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "25fc3c929cfd4810b25e7209ca0f04a9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ae257eec4efa48b3a51d7f1ffd55b5e9",
+ "IPY_MODEL_9e90cc59d2ad447a8ce587adbc52756d",
+ "IPY_MODEL_da4204e4afd344a8998748e0ff3ebc93"
+ ],
+ "layout": "IPY_MODEL_bafff56ece624bb2b4c81f8d8af0fc49"
+ }
+ },
+ "ae257eec4efa48b3a51d7f1ffd55b5e9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c633ecdda5df4bd28e2f2cf114f53085",
+ "placeholder": "",
+ "style": "IPY_MODEL_fd639594cfc948979f805702f23884e1",
+ "value": "vocab.json: 100%"
+ }
+ },
+ "9e90cc59d2ad447a8ce587adbc52756d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8ca07c9a00274aaf86f0c45101686f07",
+ "max": 798293,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_1b434ed0991e4e88b7ef5cacca7e99ac",
+ "value": 798293
+ }
+ },
+ "da4204e4afd344a8998748e0ff3ebc93": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_91fb3275b64f4ac0b1eae4acf5544fa3",
+ "placeholder": "",
+ "style": "IPY_MODEL_42da27d805274c18bc9ce257637f19db",
+ "value": " 798k/798k [00:00<00:00, 6.17MB/s]"
+ }
+ },
+ "bafff56ece624bb2b4c81f8d8af0fc49": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c633ecdda5df4bd28e2f2cf114f53085": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "fd639594cfc948979f805702f23884e1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8ca07c9a00274aaf86f0c45101686f07": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1b434ed0991e4e88b7ef5cacca7e99ac": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "91fb3275b64f4ac0b1eae4acf5544fa3": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "42da27d805274c18bc9ce257637f19db": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "99ed588c8e4a4f1285452901e4f7967d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_eda1b11057d545b1812b808e33e66717",
+ "IPY_MODEL_b7a2b726ee1c4691879e16bbf50261fd",
+ "IPY_MODEL_da5ec02d79d54c0db294f428bee9f56b"
+ ],
+ "layout": "IPY_MODEL_c6e61c15964543aa8279e1030c32e903"
+ }
+ },
+ "eda1b11057d545b1812b808e33e66717": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c5ca0f2eb83f4ef78055d87e4d8be862",
+ "placeholder": "",
+ "style": "IPY_MODEL_47959832ab74455c8a039b90b4170543",
+ "value": "merges.txt: 100%"
+ }
+ },
+ "b7a2b726ee1c4691879e16bbf50261fd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8004b62ca7b84dc786a556d94caee03a",
+ "max": 456356,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_a24c57e1bb624b279b4f709ec1763cc8",
+ "value": 456356
+ }
+ },
+ "da5ec02d79d54c0db294f428bee9f56b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2de50c022cf34ac4b5c0de6da6e71045",
+ "placeholder": "",
+ "style": "IPY_MODEL_978bdef85a704fcebf2f0963b6e6755b",
+ "value": " 456k/456k [00:00<00:00, 2.39MB/s]"
+ }
+ },
+ "c6e61c15964543aa8279e1030c32e903": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c5ca0f2eb83f4ef78055d87e4d8be862": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "47959832ab74455c8a039b90b4170543": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8004b62ca7b84dc786a556d94caee03a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a24c57e1bb624b279b4f709ec1763cc8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "2de50c022cf34ac4b5c0de6da6e71045": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "978bdef85a704fcebf2f0963b6e6755b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b27991f72755468ab3a88eefab7a8bfb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ae208444d467487ca70ea5fc5b27f32b",
+ "IPY_MODEL_cbf0b27ca4a8476cbcc833d78b726ec0",
+ "IPY_MODEL_db876fcddb8b42279272a3d6cab0a57b"
+ ],
+ "layout": "IPY_MODEL_18b588159ec64d218d9603c46f2778b9"
+ }
+ },
+ "ae208444d467487ca70ea5fc5b27f32b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b10a3960ae224209b8e8ce1fcd5983b0",
+ "placeholder": "",
+ "style": "IPY_MODEL_8744fdad56c54247a39463f36f84d9ed",
+ "value": "tokenizer.json: 100%"
+ }
+ },
+ "cbf0b27ca4a8476cbcc833d78b726ec0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_450dffe3b8844c3aae9a6f1de06525c4",
+ "max": 2108602,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_363e5fb6ffea46b894faa485483171b3",
+ "value": 2108602
+ }
+ },
+ "db876fcddb8b42279272a3d6cab0a57b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8430b84a294e4ba8920a4a281e99e13b",
+ "placeholder": "",
+ "style": "IPY_MODEL_699915d6a1a6463694d095358489a0ab",
+ "value": " 2.11M/2.11M [00:00<00:00, 6.82MB/s]"
+ }
+ },
+ "18b588159ec64d218d9603c46f2778b9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b10a3960ae224209b8e8ce1fcd5983b0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8744fdad56c54247a39463f36f84d9ed": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "450dffe3b8844c3aae9a6f1de06525c4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "363e5fb6ffea46b894faa485483171b3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "8430b84a294e4ba8920a4a281e99e13b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "699915d6a1a6463694d095358489a0ab": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "cbe40c78b50d4428bb30c321418cdb94": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4419240b80e84aff87b1dbe074661654",
+ "IPY_MODEL_6701ab5f53984824a4b0198ce0884d55",
+ "IPY_MODEL_730b162089604faa8951f41922d25c2b"
+ ],
+ "layout": "IPY_MODEL_25fd64ab2af541ff83a00de90207ebac"
+ }
+ },
+ "4419240b80e84aff87b1dbe074661654": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8f94c0f1621c44a791f775f82ff3d5f8",
+ "placeholder": "",
+ "style": "IPY_MODEL_ad1f3f227d23418f90d40e1df49042b5",
+ "value": "special_tokens_map.json: 100%"
+ }
+ },
+ "6701ab5f53984824a4b0198ce0884d55": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e899463514c444628cb1f01848530d7f",
+ "max": 548,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b0981cc1230543ae84c203fc1017b43d",
+ "value": 548
+ }
+ },
+ "730b162089604faa8951f41922d25c2b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_6297d49c5f1f46f7ad4ef7607f8e104c",
+ "placeholder": "",
+ "style": "IPY_MODEL_db7337ada95547d18e5b5c09257e6d65",
+ "value": " 548/548 [00:00<00:00, 55.6kB/s]"
+ }
+ },
+ "25fd64ab2af541ff83a00de90207ebac": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8f94c0f1621c44a791f775f82ff3d5f8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ad1f3f227d23418f90d40e1df49042b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e899463514c444628cb1f01848530d7f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b0981cc1230543ae84c203fc1017b43d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "6297d49c5f1f46f7ad4ef7607f8e104c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "db7337ada95547d18e5b5c09257e6d65": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "cb7d923b62834f2c95789a8f58a32fa5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_623270261d5a4553892af3a61021094f",
+ "IPY_MODEL_21bd78ff953547fd8878be25374b0024",
+ "IPY_MODEL_e08123b792fd4416b041bd47c75dad9a"
+ ],
+ "layout": "IPY_MODEL_bec9e8fd5ed54c51b98db24acd9ae90a"
+ }
+ },
+ "623270261d5a4553892af3a61021094f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_843bd2c8055d4aadad6703971fdd5c7a",
+ "placeholder": "",
+ "style": "IPY_MODEL_e080f697a4c844b4860274536d856ad1",
+ "value": "config.json: 100%"
+ }
+ },
+ "21bd78ff953547fd8878be25374b0024": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ee29a53b521d4a789d80f11a6e9a9e75",
+ "max": 6962,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_3039e9d19c914799938c0f753703d4c8",
+ "value": 6962
+ }
+ },
+ "e08123b792fd4416b041bd47c75dad9a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e08e5937e9d44509bb791ab7e9ed2c95",
+ "placeholder": "",
+ "style": "IPY_MODEL_4e9e286f63924425917b162515df16fb",
+ "value": " 6.96k/6.96k [00:00<00:00, 636kB/s]"
+ }
+ },
+ "bec9e8fd5ed54c51b98db24acd9ae90a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "843bd2c8055d4aadad6703971fdd5c7a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e080f697a4c844b4860274536d856ad1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ee29a53b521d4a789d80f11a6e9a9e75": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "3039e9d19c914799938c0f753703d4c8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "e08e5937e9d44509bb791ab7e9ed2c95": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4e9e286f63924425917b162515df16fb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b794abae4ce349ec9652d243f9d365df": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_affbe68a0da142118caa5ff65bb94a4d",
+ "IPY_MODEL_1c12101d09c44db7bba3603bf4bc546a",
+ "IPY_MODEL_f5c32c87433a4bafb78c72953a63f122"
+ ],
+ "layout": "IPY_MODEL_4f6c8f22e8c04f0fbebb1d1af60866fd"
+ }
+ },
+ "affbe68a0da142118caa5ff65bb94a4d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f5050ad49b8b4238a5cf0fbd0bd5fea4",
+ "placeholder": "",
+ "style": "IPY_MODEL_22ff628b6188400d915bd8b6b466cf23",
+ "value": "pytorch_model.bin.index.json: 100%"
+ }
+ },
+ "1c12101d09c44db7bba3603bf4bc546a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_55314ab533bb4ae08fbf8a8436122bd3",
+ "max": 121727,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b004c548216c47c8bf55257d55f8db6d",
+ "value": 121727
+ }
+ },
+ "f5c32c87433a4bafb78c72953a63f122": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4eaae4ed19524fe38eb636067b5527f1",
+ "placeholder": "",
+ "style": "IPY_MODEL_db4e76af343a4896836a0253c4f11231",
+ "value": " 122k/122k [00:00<00:00, 975kB/s]"
+ }
+ },
+ "4f6c8f22e8c04f0fbebb1d1af60866fd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "f5050ad49b8b4238a5cf0fbd0bd5fea4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "22ff628b6188400d915bd8b6b466cf23": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "55314ab533bb4ae08fbf8a8436122bd3": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b004c548216c47c8bf55257d55f8db6d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "4eaae4ed19524fe38eb636067b5527f1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "db4e76af343a4896836a0253c4f11231": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4e0bee88b2ba48e9a2f7f759d799d76a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_3c52cfed6f9940bd884207b494a8ab65",
+ "IPY_MODEL_1f4745d593af4b549ba8053f0ac53afd",
+ "IPY_MODEL_f352eb7677ca46e7ab42e2a6ad502ca1"
+ ],
+ "layout": "IPY_MODEL_a113c5163335436285572f38aa1aac96"
+ }
+ },
+ "3c52cfed6f9940bd884207b494a8ab65": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4cab60d0cc7f42fe99a342eadc4e557a",
+ "placeholder": "",
+ "style": "IPY_MODEL_1556499664104d2280e85e4b4745410f",
+ "value": "Downloading shards: 100%"
+ }
+ },
+ "1f4745d593af4b549ba8053f0ac53afd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ffd0140727c84c14adcb17404b8e7416",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_12013dc3aea4448db694f438db57c2ce",
+ "value": 2
+ }
+ },
+ "f352eb7677ca46e7ab42e2a6ad502ca1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_408e3e77ee934d659352be18fc3e2eb5",
+ "placeholder": "",
+ "style": "IPY_MODEL_6c4b4fdb70144d2c8540f8e2f7e43d87",
+ "value": " 2/2 [01:00<00:00, 28.79s/it]"
+ }
+ },
+ "a113c5163335436285572f38aa1aac96": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4cab60d0cc7f42fe99a342eadc4e557a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1556499664104d2280e85e4b4745410f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ffd0140727c84c14adcb17404b8e7416": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "12013dc3aea4448db694f438db57c2ce": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "408e3e77ee934d659352be18fc3e2eb5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6c4b4fdb70144d2c8540f8e2f7e43d87": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f05a02d4b35d41b79aec61232eafad10": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_d6bf1ab3d49e4a2bb5f6bfe1f7448cf8",
+ "IPY_MODEL_1fc843b02dae4e9ebd01cc0eccd096d9",
+ "IPY_MODEL_b009035b4ec7442b8b1c803455d0d495"
+ ],
+ "layout": "IPY_MODEL_764c85e71c364f35bed063d4c7b0d9ea"
+ }
+ },
+ "d6bf1ab3d49e4a2bb5f6bfe1f7448cf8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7493cfcf9c9e4295b778c5f0755f84b0",
+ "placeholder": "",
+ "style": "IPY_MODEL_4b612637cdbd47efaaf10451a17753c9",
+ "value": "pytorch_model-00001-of-00002.bin: 100%"
+ }
+ },
+ "1fc843b02dae4e9ebd01cc0eccd096d9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f19941801a5746bc948c6fee09e0c6fa",
+ "max": 9996239804,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_7e4b360fa098414497e5af8d4b0671f8",
+ "value": 9996239804
+ }
+ },
+ "b009035b4ec7442b8b1c803455d0d495": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0db61e19362749bca78869549ca2f009",
+ "placeholder": "",
+ "style": "IPY_MODEL_85723a676f784719ac9a5346e4260f01",
+ "value": " 10.0G/10.0G [00:39<00:00, 237MB/s]"
+ }
+ },
+ "764c85e71c364f35bed063d4c7b0d9ea": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7493cfcf9c9e4295b778c5f0755f84b0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4b612637cdbd47efaaf10451a17753c9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f19941801a5746bc948c6fee09e0c6fa": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7e4b360fa098414497e5af8d4b0671f8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "0db61e19362749bca78869549ca2f009": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "85723a676f784719ac9a5346e4260f01": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "77a82f8ba60842938890e2f8041a55ed": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_c61b5bd596e34187a722f9c1bd25f9c6",
+ "IPY_MODEL_dbc1566dee1743a3a9fb53dda2e57d30",
+ "IPY_MODEL_11134024b96a4de48f254876f803884f"
+ ],
+ "layout": "IPY_MODEL_70b92a5ccbf0408695ca2f0145c84fb2"
+ }
+ },
+ "c61b5bd596e34187a722f9c1bd25f9c6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_21e3e40e1f704fc4b5f192984a488ca9",
+ "placeholder": "",
+ "style": "IPY_MODEL_c526750ee2124994980a5245181dcf9d",
+ "value": "pytorch_model-00002-of-00002.bin: 100%"
+ }
+ },
+ "dbc1566dee1743a3a9fb53dda2e57d30": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_16e503d3250b4b34898fb70bf1ce2f58",
+ "max": 5497724774,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_29151d7a1273499c8b5e3daa5c60d1a9",
+ "value": 5497724774
+ }
+ },
+ "11134024b96a4de48f254876f803884f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_eac6a8564bc84bd0ab01c9363e2f17fb",
+ "placeholder": "",
+ "style": "IPY_MODEL_9614b7daa88c4f818f1cb5e1a79bfc96",
+ "value": " 5.50G/5.50G [00:21<00:00, 264MB/s]"
+ }
+ },
+ "70b92a5ccbf0408695ca2f0145c84fb2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "21e3e40e1f704fc4b5f192984a488ca9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c526750ee2124994980a5245181dcf9d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "16e503d3250b4b34898fb70bf1ce2f58": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "29151d7a1273499c8b5e3daa5c60d1a9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "eac6a8564bc84bd0ab01c9363e2f17fb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9614b7daa88c4f818f1cb5e1a79bfc96": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "10850975bc36435880210504a2651c0e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_93bd6a8d8ca64fca8a99d1d422f09780",
+ "IPY_MODEL_08818f31d87243cfa2bf5d3a42559b05",
+ "IPY_MODEL_64f53bfe6cea439786eeea737c51afd2"
+ ],
+ "layout": "IPY_MODEL_22c1ac2ad81d4622a5481e813d6b53f6"
+ }
+ },
+ "93bd6a8d8ca64fca8a99d1d422f09780": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_89f2f506d3cc41fd9d44b2c7f7dae065",
+ "placeholder": "",
+ "style": "IPY_MODEL_ae2702c94b4d43bcb223c0956c6c69ae",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "08818f31d87243cfa2bf5d3a42559b05": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_798c6eddd2824040877d87cb32165a2c",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_724b65918cbf424a8a9fc31f91c8e4e4",
+ "value": 2
+ }
+ },
+ "64f53bfe6cea439786eeea737c51afd2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_aa60cb8246a3472caf8056d3f81dc019",
+ "placeholder": "",
+ "style": "IPY_MODEL_e23e2dbd84f042f5baa881ef700b0b47",
+ "value": " 2/2 [00:13<00:00, 6.50s/it]"
+ }
+ },
+ "22c1ac2ad81d4622a5481e813d6b53f6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "89f2f506d3cc41fd9d44b2c7f7dae065": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ae2702c94b4d43bcb223c0956c6c69ae": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "798c6eddd2824040877d87cb32165a2c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "724b65918cbf424a8a9fc31f91c8e4e4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "aa60cb8246a3472caf8056d3f81dc019": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e23e2dbd84f042f5baa881ef700b0b47": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "084af67a58034a63896ca5f1f4fa5bd6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_376f36868bfd49a4a2920a54faac7b85",
+ "IPY_MODEL_11815075e1b440128d0911117db3054e",
+ "IPY_MODEL_5fbade3064704df89c6af805369d0967"
+ ],
+ "layout": "IPY_MODEL_d7444598c5bb43d7888dd56b47872933"
+ }
+ },
+ "376f36868bfd49a4a2920a54faac7b85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_3016561984a9479b8c81069e43fc52a8",
+ "placeholder": "",
+ "style": "IPY_MODEL_2343588b39e1444bafd26c4de32b1bd7",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "11815075e1b440128d0911117db3054e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e46c674ded2147c4ab25ef31b3d72243",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_346b4da4ccc54263a0bcb66701835126",
+ "value": 2
+ }
+ },
+ "5fbade3064704df89c6af805369d0967": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2e75f9cc9f0e4f5b8871e7db4eaada5e",
+ "placeholder": "",
+ "style": "IPY_MODEL_1932882e9b7f474893e3682ab5732b77",
+ "value": " 2/2 [00:12<00:00, 5.74s/it]"
+ }
+ },
+ "d7444598c5bb43d7888dd56b47872933": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "3016561984a9479b8c81069e43fc52a8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2343588b39e1444bafd26c4de32b1bd7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e46c674ded2147c4ab25ef31b3d72243": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "346b4da4ccc54263a0bcb66701835126": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "2e75f9cc9f0e4f5b8871e7db4eaada5e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1932882e9b7f474893e3682ab5732b77": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "eaf3b897b6114723ade4d30fa6fd20c0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_cabee12abca44c5092ad1bff8daf5884",
+ "IPY_MODEL_1e3f1670bc86468fbc895e11ac00c369",
+ "IPY_MODEL_55e5253f9ec1448f8fff614fab8ef58a"
+ ],
+ "layout": "IPY_MODEL_08d286521e47403888aac5fb9bd31d79"
+ }
+ },
+ "cabee12abca44c5092ad1bff8daf5884": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_981b83c486db43a59f50d786f2d3992e",
+ "placeholder": "",
+ "style": "IPY_MODEL_e841c527d9714a06920eb329e9c23987",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "1e3f1670bc86468fbc895e11ac00c369": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f4d49e11f39e4290af4a6cfb43d7bb12",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_438c4926364647edae3d3777ff70258b",
+ "value": 2
+ }
+ },
+ "55e5253f9ec1448f8fff614fab8ef58a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_916e61cfbb674955bd889292c5b5acaa",
+ "placeholder": "",
+ "style": "IPY_MODEL_2d6ae87384e04f408f3241f709ba6294",
+ "value": " 2/2 [00:08<00:00, 4.11s/it]"
+ }
+ },
+ "08d286521e47403888aac5fb9bd31d79": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "981b83c486db43a59f50d786f2d3992e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e841c527d9714a06920eb329e9c23987": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f4d49e11f39e4290af4a6cfb43d7bb12": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "438c4926364647edae3d3777ff70258b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "916e61cfbb674955bd889292c5b5acaa": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2d6ae87384e04f408f3241f709ba6294": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "dbb0fd5e9a1b47aebb92c120813e94b1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_f94d1a31942944faa21d2c186d2ed323",
+ "IPY_MODEL_e024623add4b46558a59aa41677d19d8",
+ "IPY_MODEL_706d1614c2004e40a4e8c55a4980d046"
+ ],
+ "layout": "IPY_MODEL_aa1211e352a64205bd2fc8366cb5801c"
+ }
+ },
+ "f94d1a31942944faa21d2c186d2ed323": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c190ace31d1942b381c4cf2657a6dc8e",
+ "placeholder": "",
+ "style": "IPY_MODEL_6b532a7e84c74ccca988ce1973b0c9c8",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "e024623add4b46558a59aa41677d19d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_154cfe333be248c9886fea63c92b16c0",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_f8254e8aa1cf4dfdbeac693be4f34bd1",
+ "value": 2
+ }
+ },
+ "706d1614c2004e40a4e8c55a4980d046": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_26973dd8a1df43faba9b9530ab393cc8",
+ "placeholder": "",
+ "style": "IPY_MODEL_69a5b7e04618406eb9fb181c3c5fec27",
+ "value": " 2/2 [00:08<00:00, 3.94s/it]"
+ }
+ },
+ "aa1211e352a64205bd2fc8366cb5801c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c190ace31d1942b381c4cf2657a6dc8e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6b532a7e84c74ccca988ce1973b0c9c8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "154cfe333be248c9886fea63c92b16c0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "f8254e8aa1cf4dfdbeac693be4f34bd1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "26973dd8a1df43faba9b9530ab393cc8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "69a5b7e04618406eb9fb181c3c5fec27": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "fa150b512102496496de9fe739489e2d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_e84f4ce5ee8747acb9bb0234d065d9e6",
+ "IPY_MODEL_826564aa51eb45a699fb61b405843520",
+ "IPY_MODEL_69519f831058496e9ec45ce7a05913cd"
+ ],
+ "layout": "IPY_MODEL_dbe318d55f76454186ee574afe6e9ba8"
+ }
+ },
+ "e84f4ce5ee8747acb9bb0234d065d9e6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8685cea1714d447c8aef8d698924296f",
+ "placeholder": "",
+ "style": "IPY_MODEL_736aa3385bd940d89821cc41258ef15c",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "826564aa51eb45a699fb61b405843520": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_27cf5d27f8154c839c9942c90d3c7851",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b15f27aaa6214d10a0756bfb6bc755d8",
+ "value": 2
+ }
+ },
+ "69519f831058496e9ec45ce7a05913cd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_285acbd461e74ef581be341b24f01467",
+ "placeholder": "",
+ "style": "IPY_MODEL_555d48ec6f5043b6ae7c8c90c2275c98",
+ "value": " 2/2 [00:07<00:00, 3.70s/it]"
+ }
+ },
+ "dbe318d55f76454186ee574afe6e9ba8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8685cea1714d447c8aef8d698924296f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "736aa3385bd940d89821cc41258ef15c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "27cf5d27f8154c839c9942c90d3c7851": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b15f27aaa6214d10a0756bfb6bc755d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "285acbd461e74ef581be341b24f01467": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "555d48ec6f5043b6ae7c8c90c2275c98": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "35ef2830e80249fd94df3f7317d05e17": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_0900600eb3804a1a843dbd7c0756b9df",
+ "IPY_MODEL_d8c3686f54c447bfa390a952053d6493",
+ "IPY_MODEL_d291af65aef34f7aac3ffeaa8a237e5c"
+ ],
+ "layout": "IPY_MODEL_1158cb0eebd7415690c133454766a894"
+ }
+ },
+ "0900600eb3804a1a843dbd7c0756b9df": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_de6850dc0bd240929fb100e2b659e563",
+ "placeholder": "",
+ "style": "IPY_MODEL_77d3ae52bb4546768c0014f3476e5d22",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "d8c3686f54c447bfa390a952053d6493": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f957c7e6115546438128904400da540f",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_2fe277adb64e477fa5794df810c2e982",
+ "value": 2
+ }
+ },
+ "d291af65aef34f7aac3ffeaa8a237e5c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_9cc16e730ff149b98cfea50414b473b1",
+ "placeholder": "",
+ "style": "IPY_MODEL_98357fbb15954047b61a353a0cf0fcbb",
+ "value": " 2/2 [00:09<00:00, 4.33s/it]"
+ }
+ },
+ "1158cb0eebd7415690c133454766a894": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "de6850dc0bd240929fb100e2b659e563": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "77d3ae52bb4546768c0014f3476e5d22": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f957c7e6115546438128904400da540f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2fe277adb64e477fa5794df810c2e982": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "9cc16e730ff149b98cfea50414b473b1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "98357fbb15954047b61a353a0cf0fcbb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "9038532b375240739f8d99714276a53f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4d94cb170a954b5ea8116755c1e336ff",
+ "IPY_MODEL_a63574eaf64b463f88d8bb53669d5f05",
+ "IPY_MODEL_1b729673faf5411a95fb8d5591dcac9d"
+ ],
+ "layout": "IPY_MODEL_e3dda309b0dc4571a91640e8cfad082e"
+ }
+ },
+ "4d94cb170a954b5ea8116755c1e336ff": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_eee75ea40f4744d991a2a460b0bfca08",
+ "placeholder": "",
+ "style": "IPY_MODEL_9bf6d675468e45508ea821f40b3db739",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "a63574eaf64b463f88d8bb53669d5f05": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_066aa78f1d8049cc9fc006ebf4f4c381",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_68cce443d69b411c974b71a0bbf9ce4a",
+ "value": 2
+ }
+ },
+ "1b729673faf5411a95fb8d5591dcac9d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0cde01ad21ad4545b28eb8762c70a683",
+ "placeholder": "",
+ "style": "IPY_MODEL_8c59ed1dd7394b89a57d8cabf3ee39d0",
+ "value": " 2/2 [00:07<00:00, 3.56s/it]"
+ }
+ },
+ "e3dda309b0dc4571a91640e8cfad082e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "eee75ea40f4744d991a2a460b0bfca08": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9bf6d675468e45508ea821f40b3db739": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "066aa78f1d8049cc9fc006ebf4f4c381": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "68cce443d69b411c974b71a0bbf9ce4a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "0cde01ad21ad4545b28eb8762c70a683": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8c59ed1dd7394b89a57d8cabf3ee39d0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c11616842b874d3199980efc149409d9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_85dae311696b486499fef77276ba33b5",
+ "IPY_MODEL_0fe6733492ad476d982289a26129dd30",
+ "IPY_MODEL_ea63100ca1fd47ed868316cbb9f0fb14"
+ ],
+ "layout": "IPY_MODEL_c9e936fe383c429db25fbfc3fb925352"
+ }
+ },
+ "85dae311696b486499fef77276ba33b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ed821654d3684132a2c28fa5e3b4b2cf",
+ "placeholder": "",
+ "style": "IPY_MODEL_5532f757e9d742a181c4f5ed9d973d2e",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "0fe6733492ad476d982289a26129dd30": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7c9d7c0839d047e4909bc3021ba50377",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_c3df65a004304ca49044b27c23c0f2d6",
+ "value": 2
+ }
+ },
+ "ea63100ca1fd47ed868316cbb9f0fb14": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1f7ceedccbc247c59e64294510661775",
+ "placeholder": "",
+ "style": "IPY_MODEL_9148b3e872e04d95a88e96df8e51200f",
+ "value": " 2/2 [00:07<00:00, 3.61s/it]"
+ }
+ },
+ "c9e936fe383c429db25fbfc3fb925352": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ed821654d3684132a2c28fa5e3b4b2cf": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "5532f757e9d742a181c4f5ed9d973d2e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "7c9d7c0839d047e4909bc3021ba50377": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c3df65a004304ca49044b27c23c0f2d6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "1f7ceedccbc247c59e64294510661775": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9148b3e872e04d95a88e96df8e51200f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "16fb6722550945f186b533530f79fbd4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_e40e08bcd09040ffb518bf8c4c9ae3ef",
+ "IPY_MODEL_58c1519794e949b4bd4e66035613c71b",
+ "IPY_MODEL_ed41113229c24ddfa7121c85709e6d25"
+ ],
+ "layout": "IPY_MODEL_07b888f3d7024d9d9ed0c6380178007f"
+ }
+ },
+ "e40e08bcd09040ffb518bf8c4c9ae3ef": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c6230237eb92483aacb93c39a3d700eb",
+ "placeholder": "",
+ "style": "IPY_MODEL_c39c8dcdd31c4bf08da2af61c9dec58c",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "58c1519794e949b4bd4e66035613c71b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d6a5ead11c08446bbd11f848facbf3e6",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_a3dc70b34be147c4be67f0c6e373be85",
+ "value": 2
+ }
+ },
+ "ed41113229c24ddfa7121c85709e6d25": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7e05f5defa084a03986d18ac17cf98d5",
+ "placeholder": "",
+ "style": "IPY_MODEL_69f0cf52ef7346f8a47b2ccb994c8271",
+ "value": " 2/2 [00:07<00:00, 3.55s/it]"
+ }
+ },
+ "07b888f3d7024d9d9ed0c6380178007f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c6230237eb92483aacb93c39a3d700eb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c39c8dcdd31c4bf08da2af61c9dec58c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "d6a5ead11c08446bbd11f848facbf3e6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a3dc70b34be147c4be67f0c6e373be85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "7e05f5defa084a03986d18ac17cf98d5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "69f0cf52ef7346f8a47b2ccb994c8271": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "dc84f39cffce4c829f7db45440a6467a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ef97224d3291434f90b065cb1a1fa67b",
+ "IPY_MODEL_23dec4e71ba9406f8d5f87afbaf59336",
+ "IPY_MODEL_8bf9fbfc257742b2813fa4234b7d856f"
+ ],
+ "layout": "IPY_MODEL_c64ad6ba00084950b5b4c7335265aefb"
+ }
+ },
+ "ef97224d3291434f90b065cb1a1fa67b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_783d5392debd45a3ae741c615316d647",
+ "placeholder": "",
+ "style": "IPY_MODEL_24675e04bc7445469a5c5165f1d4d25a",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "23dec4e71ba9406f8d5f87afbaf59336": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bfe38ef92f0748548c4b30000dbc474c",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b0284f12a01a4af082dd0b6ac4ad970e",
+ "value": 2
+ }
+ },
+ "8bf9fbfc257742b2813fa4234b7d856f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_9987f4bdc79b4f6d81797e9251643e3a",
+ "placeholder": "",
+ "style": "IPY_MODEL_11f265b2ff9946278d5ab6a549951b29",
+ "value": " 2/2 [00:07<00:00, 3.38s/it]"
+ }
+ },
+ "c64ad6ba00084950b5b4c7335265aefb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "783d5392debd45a3ae741c615316d647": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "24675e04bc7445469a5c5165f1d4d25a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "bfe38ef92f0748548c4b30000dbc474c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b0284f12a01a4af082dd0b6ac4ad970e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "9987f4bdc79b4f6d81797e9251643e3a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "11f265b2ff9946278d5ab6a549951b29": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f71a4c157d6f4001a1bc774fb562fb0a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4194055758494ef49a035683e7a6f5f9",
+ "IPY_MODEL_05c455f7d040415aa6e74c34b216a8d1",
+ "IPY_MODEL_c69f9496846347dfbee4ae1d36da3b74"
+ ],
+ "layout": "IPY_MODEL_25d4db1bf2b14592acee165d0edacdc9"
+ }
+ },
+ "4194055758494ef49a035683e7a6f5f9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_317a80916ac4425592e90f0c4ef7c6a6",
+ "placeholder": "",
+ "style": "IPY_MODEL_6c5d6a7680624bd48d69d17469a3c588",
+ "value": "Uploading the dataset shards: 100%"
+ }
+ },
+ "05c455f7d040415aa6e74c34b216a8d1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f530763594f44424bf4d79f95f56fbb2",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_48ba6d59d37c491789c5e6ded81f38d7",
+ "value": 1
+ }
+ },
+ "c69f9496846347dfbee4ae1d36da3b74": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c7e04ccc09034cf39e72b61c06d201c8",
+ "placeholder": "",
+ "style": "IPY_MODEL_939ae16fab044dfd9b83a872934de771",
+ "value": " 1/1 [00:00<00:00, 1.03it/s]"
+ }
+ },
+ "25d4db1bf2b14592acee165d0edacdc9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "317a80916ac4425592e90f0c4ef7c6a6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6c5d6a7680624bd48d69d17469a3c588": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "f530763594f44424bf4d79f95f56fbb2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "48ba6d59d37c491789c5e6ded81f38d7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "c7e04ccc09034cf39e72b61c06d201c8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "939ae16fab044dfd9b83a872934de771": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "89563ee1e1b748cba4af7fd6355d27d0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_148db4c011814603b756dba2916cdbd9",
+ "IPY_MODEL_b5936d4a996147cfa06346e7df796905",
+ "IPY_MODEL_e8780e62b5df408db2ba65d98f95d385"
+ ],
+ "layout": "IPY_MODEL_5ec9989ac2fa410cb32467d69523415c"
+ }
+ },
+ "148db4c011814603b756dba2916cdbd9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c609f92945634664a81f78b413d3e627",
+ "placeholder": "",
+ "style": "IPY_MODEL_f0d4f9418c3847f897275b0f3f348c82",
+ "value": "Map: 100%"
+ }
+ },
+ "b5936d4a996147cfa06346e7df796905": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_5d7142cbd70c4f2982ca10cc8ba2857d",
+ "max": 10,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_79566df2fd0b4e77a86d297fe8f40293",
+ "value": 10
+ }
+ },
+ "e8780e62b5df408db2ba65d98f95d385": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_95cd580ef12f40e688d33af803bcf32b",
+ "placeholder": "",
+ "style": "IPY_MODEL_4cb1acf5966b44bdac8746486ee93f0b",
+ "value": " 10/10 [00:00<00:00, 484.86 examples/s]"
+ }
+ },
+ "5ec9989ac2fa410cb32467d69523415c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c609f92945634664a81f78b413d3e627": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "f0d4f9418c3847f897275b0f3f348c82": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "5d7142cbd70c4f2982ca10cc8ba2857d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "79566df2fd0b4e77a86d297fe8f40293": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "95cd580ef12f40e688d33af803bcf32b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4cb1acf5966b44bdac8746486ee93f0b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "171b3538e1c1428c878cfcd8e1064ccb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_b5e9d0e078154804930d32fe7a9df105",
+ "IPY_MODEL_edb196cd321944c0a586a3565f3c5105",
+ "IPY_MODEL_b5281ef0dcfb4ecb9e81a0ad16f48672"
+ ],
+ "layout": "IPY_MODEL_82d7428428ec4de68f096ef3185b45df"
+ }
+ },
+ "b5e9d0e078154804930d32fe7a9df105": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bd73242500d546378ae991dba581afe0",
+ "placeholder": "",
+ "style": "IPY_MODEL_b875de86ca77452ba041255d6adbc721",
+ "value": "Creating parquet from Arrow format: 100%"
+ }
+ },
+ "edb196cd321944c0a586a3565f3c5105": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_a743eaf62c1c412ca63dc981eb9a8324",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_1712182a7f3a405397de0a19424f5f83",
+ "value": 1
+ }
+ },
+ "b5281ef0dcfb4ecb9e81a0ad16f48672": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_a820c4b224964b8fb5e7ba5b3bb0b1f7",
+ "placeholder": "",
+ "style": "IPY_MODEL_c1f8ad5b9aef427299eedb056cc07613",
+ "value": " 1/1 [00:00<00:00, 59.76ba/s]"
+ }
+ },
+ "82d7428428ec4de68f096ef3185b45df": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bd73242500d546378ae991dba581afe0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b875de86ca77452ba041255d6adbc721": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "a743eaf62c1c412ca63dc981eb9a8324": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1712182a7f3a405397de0a19424f5f83": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "a820c4b224964b8fb5e7ba5b3bb0b1f7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c1f8ad5b9aef427299eedb056cc07613": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b843e58ad26a4b24a00d14edd6caa11a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_744310f5ce074b05aa2911ff628660b5",
+ "IPY_MODEL_1e473974dff04f9b8316bfca8eb50341",
+ "IPY_MODEL_4771aa26773a41d690507f22e2a7dfb0"
+ ],
+ "layout": "IPY_MODEL_c18307ee2b09476e88ff1f07c0dfaf1c"
+ }
+ },
+ "744310f5ce074b05aa2911ff628660b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_447d6c8c5088457d833de6138b119b8a",
+ "placeholder": "",
+ "style": "IPY_MODEL_817d66a5949c4e4d9018e03bb8e0d481",
+ "value": "README.md: 100%"
+ }
+ },
+ "1e473974dff04f9b8316bfca8eb50341": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_80b0646e9b1d484497256acd6a2e62e7",
+ "max": 307,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_0fe53d15fbf7436ebcbf4266476194e7",
+ "value": 307
+ }
+ },
+ "4771aa26773a41d690507f22e2a7dfb0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_96b4fd1955d7476e86e3b43399e01b89",
+ "placeholder": "",
+ "style": "IPY_MODEL_d0329b6157cc453a9497772e9e6afef7",
+ "value": " 307/307 [00:00<00:00, 24.1kB/s]"
+ }
+ },
+ "c18307ee2b09476e88ff1f07c0dfaf1c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "447d6c8c5088457d833de6138b119b8a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "817d66a5949c4e4d9018e03bb8e0d481": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "80b0646e9b1d484497256acd6a2e62e7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0fe53d15fbf7436ebcbf4266476194e7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "96b4fd1955d7476e86e3b43399e01b89": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d0329b6157cc453a9497772e9e6afef7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "a217df2e9a874b37be0212f1a6d76b92": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_db0f8c698abe444c86209a06394c884b",
+ "IPY_MODEL_6fce01f4734341668a66196dd13d792d",
+ "IPY_MODEL_9d9173cab4b547269aff3c810ad67407"
+ ],
+ "layout": "IPY_MODEL_31a17c37c45842a4b11ab43e6b83bf39"
+ }
+ },
+ "db0f8c698abe444c86209a06394c884b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_60cae9cc457843e2b40bda59b37ed341",
+ "placeholder": "",
+ "style": "IPY_MODEL_86345eb5ffc1474aa49ff5f2e7661aa5",
+ "value": "Downloading readme: 100%"
+ }
+ },
+ "6fce01f4734341668a66196dd13d792d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ce1864c4366043688a1f5a9ba378f598",
+ "max": 307,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_83ef85ccebaf47ada1fe5e77118fbe7a",
+ "value": 307
+ }
+ },
+ "9d9173cab4b547269aff3c810ad67407": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_3b3f09d891c34ebaadd93ec35ba10853",
+ "placeholder": "",
+ "style": "IPY_MODEL_cbf8c7e7a2004d2f8e235b1416be4122",
+ "value": " 307/307 [00:00<00:00, 24.9kB/s]"
+ }
+ },
+ "31a17c37c45842a4b11ab43e6b83bf39": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "60cae9cc457843e2b40bda59b37ed341": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "86345eb5ffc1474aa49ff5f2e7661aa5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ce1864c4366043688a1f5a9ba378f598": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "83ef85ccebaf47ada1fe5e77118fbe7a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "3b3f09d891c34ebaadd93ec35ba10853": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "cbf8c7e7a2004d2f8e235b1416be4122": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ec2fa312108a413884b087619de4f828": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_acbe85d2acb14556a926b018f192b73d",
+ "IPY_MODEL_cf42096d26c64fe094e35de13e0330f7",
+ "IPY_MODEL_e954cb87ba514e0bbdbf38b151a686a0"
+ ],
+ "layout": "IPY_MODEL_8c423eeef4ee457092dfdbd23c176bf7"
+ }
+ },
+ "acbe85d2acb14556a926b018f192b73d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_49e6e6af76704363a65854d7d689b740",
+ "placeholder": "",
+ "style": "IPY_MODEL_4db01166230c4c3ab013a6688bee8de6",
+ "value": "Downloading data: 100%"
+ }
+ },
+ "cf42096d26c64fe094e35de13e0330f7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8034ca34c96a4081824169003d3d4dbd",
+ "max": 585097,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_9383c5c094a24a2ba5699bd9b5f19d4c",
+ "value": 585097
+ }
+ },
+ "e954cb87ba514e0bbdbf38b151a686a0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0d98cdd2e77940389466d8dc88959fef",
+ "placeholder": "",
+ "style": "IPY_MODEL_46c23ae27b83446187ae80d7cb68dfa4",
+ "value": " 585k/585k [00:00<00:00, 1.66MB/s]"
+ }
+ },
+ "8c423eeef4ee457092dfdbd23c176bf7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "49e6e6af76704363a65854d7d689b740": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4db01166230c4c3ab013a6688bee8de6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8034ca34c96a4081824169003d3d4dbd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9383c5c094a24a2ba5699bd9b5f19d4c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "0d98cdd2e77940389466d8dc88959fef": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "46c23ae27b83446187ae80d7cb68dfa4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "7d7841557770419bac7a1002c03e3ac4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HBoxModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_51cf97039f284d79b750422327418783",
+ "IPY_MODEL_3014f40e3e07404a8684308de7936b1c",
+ "IPY_MODEL_9001e3d3d9b34647b9c098f5ef11bc75"
+ ],
+ "layout": "IPY_MODEL_b9758ecb38d04afc8de2bd5dc1ac02d2"
+ }
+ },
+ "51cf97039f284d79b750422327418783": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bcbe75ae6c3648459a2caa747f9a8dba",
+ "placeholder": "",
+ "style": "IPY_MODEL_1dc1684e75ff400eb57d6504deed6539",
+ "value": "Generating train split: 100%"
+ }
+ },
+ "3014f40e3e07404a8684308de7936b1c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "FloatProgressModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_94d18e97e7ee46e8a8f72ba4453a6c39",
+ "max": 10,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_6494c117eed04a8db376e9dd6412a287",
+ "value": 10
+ }
+ },
+ "9001e3d3d9b34647b9c098f5ef11bc75": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "HTMLModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d208749abd664c928bff45aa40deec75",
+ "placeholder": "",
+ "style": "IPY_MODEL_806f3e52701d450aacaa9774f95bd8bf",
+ "value": " 10/10 [00:00<00:00, 515.93 examples/s]"
+ }
+ },
+ "b9758ecb38d04afc8de2bd5dc1ac02d2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bcbe75ae6c3648459a2caa747f9a8dba": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1dc1684e75ff400eb57d6504deed6539": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "94d18e97e7ee46e8a8f72ba4453a6c39": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6494c117eed04a8db376e9dd6412a287": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "ProgressStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "d208749abd664c928bff45aa40deec75": {
+ "model_module": "@jupyter-widgets/base",
+ "model_name": "LayoutModel",
+ "model_module_version": "1.2.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "806f3e52701d450aacaa9774f95bd8bf": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_name": "DescriptionStyleModel",
+ "model_module_version": "1.5.0",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ }
+ }
+ }
+ },
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "view-in-github",
+ "colab_type": "text"
+ },
+ "source": [
+ "
"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "# Labeling a dataset using BLIP-2\n",
+ "\n",
+ "In this notebook, we will demonstrate how to create a labeled dataset using BLIP-2 and push it to the Hugging Face hub. BLIP-2, which does zero-shot image-to-text generation, was introduced in [BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models](https://arxiv.org/pdf/2301.12597.pdf) by Li, et. al. BLIP-2 bootstraps frozen pre-trained image and LLMs, bridging the modality gap with a Querying Transformer (Q-Former). You can read more about BLIP-2 [here](https://huggingface.co/docs/transformers/v4.28.1/en/model_doc/blip-2).\n",
+ "\n",
+ "Notes:\n",
+ "\n",
+ "* It's advised to run this notebook on a GPU environment, high RAM.\n",
+ "\n",
+ "* This notebook was adapted from [here](https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BLIP-2/Chat_with_BLIP_2_%5Bint8_bitsandbytes%5D.ipynb)."
+ ],
+ "metadata": {
+ "id": "lbdwxvFIekQ1"
+ }
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Run this cell if you have generated a large dataset. It is unnecessary for this toy example."
+ ],
+ "metadata": {
+ "id": "xzWfOdMUegig"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "!apt-get install git-lfs"
+ ],
+ "metadata": {
+ "id": "ZkGvCKBSeZv0"
+ },
+ "execution_count": null,
+ "outputs": []
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "First, let's install the dependencies."
+ ],
+ "metadata": {
+ "id": "1LsKrTuWLhJM"
+ }
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
+ },
+ "id": "MgaqAI5ZeSHx",
+ "outputId": "ab329970-94d2-4211-d951-b3fcbd2b951e"
+ },
+ "outputs": [
+ {
+ "output_type": "stream",
+ "name": "stdout",
+ "text": [
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m279.7/279.7 kB\u001b[0m \u001b[31m6.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m105.0/105.0 MB\u001b[0m \u001b[31m16.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m536.6/536.6 kB\u001b[0m \u001b[31m49.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m38.3/38.3 MB\u001b[0m \u001b[31m38.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m16.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m19.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+ "ibis-framework 7.1.0 requires pyarrow<15,>=2, but you have pyarrow 15.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
+ "\u001b[0m"
+ ]
+ }
+ ],
+ "source": [
+ "!pip install -q accelerate bitsandbytes datasets huggingface_hub"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Let's log into the Hugging Face hub with our \"WRITE\" access token."
+ ],
+ "metadata": {
+ "id": "8d4WLerBBuQ_"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "from huggingface_hub import notebook_login\n",
+ "\n",
+ "notebook_login()"
+ ],
+ "metadata": {
+ "id": "Fg9UgrYe8wU6",
"colab": {
- "provenance": [],
- "machine_shape": "hm",
- "include_colab_link": true
- },
- "kernelspec": {
- "name": "python3",
- "display_name": "Python 3"
- },
- "language_info": {
- "name": "python"
- },
- "accelerator": "GPU",
- "gpuClass": "standard",
- "widgets": {
- "application/vnd.jupyter.widget-state+json": {
- "9ee866c462d44af39ab612f7ac72af96": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "VBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "VBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "VBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_fc7cec0b4a8d4a85a5bd318b9698e164",
- "IPY_MODEL_0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
- "IPY_MODEL_2224fee0188240689d6b5d814d7dacc2",
- "IPY_MODEL_31db28a7cb7b4646b2b28ee252f60486"
- ],
- "layout": "IPY_MODEL_5fdc70f275c04f9c82822edc495c46f7"
- }
- },
- "7dd1afbd4fe64e1f85453f49387a6bf7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c78491f5c4354f5a8460855416fabdab",
- "placeholder": "",
- "style": "IPY_MODEL_38874f88530b4eefa4634ccf1e48fb1d",
- "value": "
Copy a token from your Hugging Face\ntokens page and paste it below.
Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. "
- }
- },
- "866a7af4ba204959a584a187f6e4c469": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "PasswordModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "PasswordModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "PasswordView",
- "continuous_update": true,
- "description": "Token:",
- "description_tooltip": null,
- "disabled": false,
- "layout": "IPY_MODEL_9d873176d7b94b3b8e65bc3c79f82bb1",
- "placeholder": "",
- "style": "IPY_MODEL_ce272942821e47b09819c1905f27d6fa",
- "value": ""
- }
- },
- "d3b3dbf67a2d4f4898d3048ef56e3383": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "CheckboxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "CheckboxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "CheckboxView",
- "description": "Add token as git credential?",
- "description_tooltip": null,
- "disabled": false,
- "indent": true,
- "layout": "IPY_MODEL_59546604384345ed9171f955787631c6",
- "style": "IPY_MODEL_afe52ddcf3aa4ba5be97c8e8f8037f55",
- "value": true
- }
- },
- "e669b34c5c93456480057f969697a11b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ButtonModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ButtonModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ButtonView",
- "button_style": "",
- "description": "Login",
- "disabled": false,
- "icon": "",
- "layout": "IPY_MODEL_09de54500e7e4f3eb1331c9bc2a6000d",
- "style": "IPY_MODEL_04ae0973d4ce48b6957498a532c1b81a",
- "tooltip": ""
- }
- },
- "befd511a0ec342d5afb48601fc09b864": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_2365b71d65bf4d979fc4f67ecaf9d45f",
- "placeholder": "",
- "style": "IPY_MODEL_130ec764e59845cf96f987d6a31727d1",
- "value": "\nPro Tip: If you don't already have one, you can create a dedicated\n'notebooks' token with 'write' access, that you can then easily reuse for all\nnotebooks. "
- }
- },
- "5fdc70f275c04f9c82822edc495c46f7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": "center",
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": "flex",
- "flex": null,
- "flex_flow": "column",
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": "50%"
- }
- },
- "c78491f5c4354f5a8460855416fabdab": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "38874f88530b4eefa4634ccf1e48fb1d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "9d873176d7b94b3b8e65bc3c79f82bb1": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ce272942821e47b09819c1905f27d6fa": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "59546604384345ed9171f955787631c6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "afe52ddcf3aa4ba5be97c8e8f8037f55": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "09de54500e7e4f3eb1331c9bc2a6000d": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "04ae0973d4ce48b6957498a532c1b81a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ButtonStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ButtonStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "button_color": null,
- "font_weight": ""
- }
- },
- "2365b71d65bf4d979fc4f67ecaf9d45f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "130ec764e59845cf96f987d6a31727d1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "c81ffefc2912438ea586293aa33ddecf": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_89fe4838108d431ba30ea3f8ae7a1b08",
- "placeholder": "",
- "style": "IPY_MODEL_ea01e4f9644c4a4dac13d92c929d6e75",
- "value": "Connecting..."
- }
- },
- "89fe4838108d431ba30ea3f8ae7a1b08": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ea01e4f9644c4a4dac13d92c929d6e75": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "fc7cec0b4a8d4a85a5bd318b9698e164": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_1a0fadad34634e588ae4d2166696708f",
- "placeholder": "",
- "style": "IPY_MODEL_e7df87a342214d31804a31ca8f1bf215",
- "value": "Token is valid (permission: write)."
- }
- },
- "0cb0e0f7004c4f1cb20b1f85a2fe9b2b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7acfc9c7813d4c52a3f9c50a9423c8ed",
- "placeholder": "",
- "style": "IPY_MODEL_0a538d76dadc42b99caeaf29140ea0c2",
- "value": "Your token has been saved in your configured git credential helpers (store)."
- }
- },
- "2224fee0188240689d6b5d814d7dacc2": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_6ad379bde3d0421ca96bc0648542036e",
- "placeholder": "",
- "style": "IPY_MODEL_34abc680c43c44948d6ca6ac2ffc5967",
- "value": "Your token has been saved to /root/.cache/huggingface/token"
- }
- },
- "31db28a7cb7b4646b2b28ee252f60486": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_4e62e13337ee4523abe7ff3a556f4a13",
- "placeholder": "",
- "style": "IPY_MODEL_9810977a11fc4abdb025eb13564632c4",
- "value": "Login successful"
- }
- },
- "1a0fadad34634e588ae4d2166696708f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e7df87a342214d31804a31ca8f1bf215": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "7acfc9c7813d4c52a3f9c50a9423c8ed": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "0a538d76dadc42b99caeaf29140ea0c2": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "6ad379bde3d0421ca96bc0648542036e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "34abc680c43c44948d6ca6ac2ffc5967": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "4e62e13337ee4523abe7ff3a556f4a13": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9810977a11fc4abdb025eb13564632c4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "610e76cde4ec4b498c2b615cd1a9e356": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_d38b6eae9c764b76940012e745777096",
- "IPY_MODEL_0ccc38e673c3482db791e653aecd8a7e",
- "IPY_MODEL_f92f8a42e6ed499bba4567bb99e979bd"
- ],
- "layout": "IPY_MODEL_fe2748c1f4f54f52ad0ed2123d8710a2"
- }
- },
- "d38b6eae9c764b76940012e745777096": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d51ebc6f2e224939a9ac06966989385c",
- "placeholder": "",
- "style": "IPY_MODEL_fe615bf8e5a84caa8ea67bd20613ff03",
- "value": "Generating train split: "
- }
- },
- "0ccc38e673c3482db791e653aecd8a7e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_b13979df5f5c49779b1623b0059d03e5",
- "max": 1,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_370fd4ea52d14911ac9e2342d7650323",
- "value": 1
- }
- },
- "f92f8a42e6ed499bba4567bb99e979bd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d8d4c445c5dd41e3802599cbbb94feac",
- "placeholder": "",
- "style": "IPY_MODEL_aeb1353ebebf496bbca23174930fc7da",
- "value": " 10/0 [03:30<00:00, 13.57s/ examples]"
- }
- },
- "fe2748c1f4f54f52ad0ed2123d8710a2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "d51ebc6f2e224939a9ac06966989385c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "fe615bf8e5a84caa8ea67bd20613ff03": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b13979df5f5c49779b1623b0059d03e5": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": "20px"
- }
- },
- "370fd4ea52d14911ac9e2342d7650323": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "d8d4c445c5dd41e3802599cbbb94feac": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "aeb1353ebebf496bbca23174930fc7da": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8ee2099620f5444cba4b8b52f3a2e397": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4e0534c45c77436ba8647133186db23e",
- "IPY_MODEL_3b7f2af1e09747c9b7df4432d5421a51",
- "IPY_MODEL_7348967b5ec649868b024f574a300814"
- ],
- "layout": "IPY_MODEL_c0d283b528be4b42a7080b35f086eb13"
- }
- },
- "4e0534c45c77436ba8647133186db23e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_90af9c9418a144b99bbbeb25bc7b05fb",
- "placeholder": "",
- "style": "IPY_MODEL_634717697f254912aecf1e1ac7f5ccfc",
- "value": "preprocessor_config.json: 100%"
- }
- },
- "3b7f2af1e09747c9b7df4432d5421a51": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_97ac27aa02a1485dae671c91c7b101ad",
- "max": 432,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_76921ded448c4269a525df3c6fc2dc98",
- "value": 432
- }
- },
- "7348967b5ec649868b024f574a300814": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c6d506d0e325419b84a56da982eada46",
- "placeholder": "",
- "style": "IPY_MODEL_b7a6186509744a15a8d0758c4d419767",
- "value": " 432/432 [00:00<00:00, 36.4kB/s]"
- }
- },
- "c0d283b528be4b42a7080b35f086eb13": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "90af9c9418a144b99bbbeb25bc7b05fb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "634717697f254912aecf1e1ac7f5ccfc": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "97ac27aa02a1485dae671c91c7b101ad": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "76921ded448c4269a525df3c6fc2dc98": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "c6d506d0e325419b84a56da982eada46": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b7a6186509744a15a8d0758c4d419767": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "05f31967e20b4b23bd9f2bc6ad8fb501": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_8675f33687dc4f89915ac961a23aee85",
- "IPY_MODEL_b3f304be5d0c4e77bb59b1dfeff66a01",
- "IPY_MODEL_bc05ccdffc3f47128d83b91b4ab3f534"
- ],
- "layout": "IPY_MODEL_a4762360b370409ab5d4d698ca33ca15"
- }
- },
- "8675f33687dc4f89915ac961a23aee85": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_b6a5b114afef4503b80f99910fd16a76",
- "placeholder": "",
- "style": "IPY_MODEL_c699c67c7a734a40819eea801807e22c",
- "value": "tokenizer_config.json: 100%"
- }
- },
- "b3f304be5d0c4e77bb59b1dfeff66a01": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e7748b74773a4727afd8802dbde3f50e",
- "max": 904,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_95d3b2b470194475a9ec266b5d3df42b",
- "value": 904
- }
- },
- "bc05ccdffc3f47128d83b91b4ab3f534": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_1c695350d9484f20a1be6a0cc9dca6d0",
- "placeholder": "",
- "style": "IPY_MODEL_b336a7c802664aecb9e56f5d9a175f04",
- "value": " 904/904 [00:00<00:00, 76.1kB/s]"
- }
- },
- "a4762360b370409ab5d4d698ca33ca15": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b6a5b114afef4503b80f99910fd16a76": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c699c67c7a734a40819eea801807e22c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "e7748b74773a4727afd8802dbde3f50e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "95d3b2b470194475a9ec266b5d3df42b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "1c695350d9484f20a1be6a0cc9dca6d0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b336a7c802664aecb9e56f5d9a175f04": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "25fc3c929cfd4810b25e7209ca0f04a9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_ae257eec4efa48b3a51d7f1ffd55b5e9",
- "IPY_MODEL_9e90cc59d2ad447a8ce587adbc52756d",
- "IPY_MODEL_da4204e4afd344a8998748e0ff3ebc93"
- ],
- "layout": "IPY_MODEL_bafff56ece624bb2b4c81f8d8af0fc49"
- }
- },
- "ae257eec4efa48b3a51d7f1ffd55b5e9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c633ecdda5df4bd28e2f2cf114f53085",
- "placeholder": "",
- "style": "IPY_MODEL_fd639594cfc948979f805702f23884e1",
- "value": "vocab.json: 100%"
- }
- },
- "9e90cc59d2ad447a8ce587adbc52756d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8ca07c9a00274aaf86f0c45101686f07",
- "max": 798293,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_1b434ed0991e4e88b7ef5cacca7e99ac",
- "value": 798293
- }
- },
- "da4204e4afd344a8998748e0ff3ebc93": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_91fb3275b64f4ac0b1eae4acf5544fa3",
- "placeholder": "",
- "style": "IPY_MODEL_42da27d805274c18bc9ce257637f19db",
- "value": " 798k/798k [00:00<00:00, 6.17MB/s]"
- }
- },
- "bafff56ece624bb2b4c81f8d8af0fc49": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c633ecdda5df4bd28e2f2cf114f53085": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "fd639594cfc948979f805702f23884e1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8ca07c9a00274aaf86f0c45101686f07": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1b434ed0991e4e88b7ef5cacca7e99ac": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "91fb3275b64f4ac0b1eae4acf5544fa3": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "42da27d805274c18bc9ce257637f19db": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "99ed588c8e4a4f1285452901e4f7967d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_eda1b11057d545b1812b808e33e66717",
- "IPY_MODEL_b7a2b726ee1c4691879e16bbf50261fd",
- "IPY_MODEL_da5ec02d79d54c0db294f428bee9f56b"
- ],
- "layout": "IPY_MODEL_c6e61c15964543aa8279e1030c32e903"
- }
- },
- "eda1b11057d545b1812b808e33e66717": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c5ca0f2eb83f4ef78055d87e4d8be862",
- "placeholder": "",
- "style": "IPY_MODEL_47959832ab74455c8a039b90b4170543",
- "value": "merges.txt: 100%"
- }
- },
- "b7a2b726ee1c4691879e16bbf50261fd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8004b62ca7b84dc786a556d94caee03a",
- "max": 456356,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_a24c57e1bb624b279b4f709ec1763cc8",
- "value": 456356
- }
- },
- "da5ec02d79d54c0db294f428bee9f56b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_2de50c022cf34ac4b5c0de6da6e71045",
- "placeholder": "",
- "style": "IPY_MODEL_978bdef85a704fcebf2f0963b6e6755b",
- "value": " 456k/456k [00:00<00:00, 2.39MB/s]"
- }
- },
- "c6e61c15964543aa8279e1030c32e903": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c5ca0f2eb83f4ef78055d87e4d8be862": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "47959832ab74455c8a039b90b4170543": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8004b62ca7b84dc786a556d94caee03a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "a24c57e1bb624b279b4f709ec1763cc8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "2de50c022cf34ac4b5c0de6da6e71045": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "978bdef85a704fcebf2f0963b6e6755b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b27991f72755468ab3a88eefab7a8bfb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_ae208444d467487ca70ea5fc5b27f32b",
- "IPY_MODEL_cbf0b27ca4a8476cbcc833d78b726ec0",
- "IPY_MODEL_db876fcddb8b42279272a3d6cab0a57b"
- ],
- "layout": "IPY_MODEL_18b588159ec64d218d9603c46f2778b9"
- }
- },
- "ae208444d467487ca70ea5fc5b27f32b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_b10a3960ae224209b8e8ce1fcd5983b0",
- "placeholder": "",
- "style": "IPY_MODEL_8744fdad56c54247a39463f36f84d9ed",
- "value": "tokenizer.json: 100%"
- }
- },
- "cbf0b27ca4a8476cbcc833d78b726ec0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_450dffe3b8844c3aae9a6f1de06525c4",
- "max": 2108602,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_363e5fb6ffea46b894faa485483171b3",
- "value": 2108602
- }
- },
- "db876fcddb8b42279272a3d6cab0a57b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8430b84a294e4ba8920a4a281e99e13b",
- "placeholder": "",
- "style": "IPY_MODEL_699915d6a1a6463694d095358489a0ab",
- "value": " 2.11M/2.11M [00:00<00:00, 6.82MB/s]"
- }
- },
- "18b588159ec64d218d9603c46f2778b9": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b10a3960ae224209b8e8ce1fcd5983b0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8744fdad56c54247a39463f36f84d9ed": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "450dffe3b8844c3aae9a6f1de06525c4": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "363e5fb6ffea46b894faa485483171b3": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "8430b84a294e4ba8920a4a281e99e13b": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "699915d6a1a6463694d095358489a0ab": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "cbe40c78b50d4428bb30c321418cdb94": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4419240b80e84aff87b1dbe074661654",
- "IPY_MODEL_6701ab5f53984824a4b0198ce0884d55",
- "IPY_MODEL_730b162089604faa8951f41922d25c2b"
- ],
- "layout": "IPY_MODEL_25fd64ab2af541ff83a00de90207ebac"
- }
- },
- "4419240b80e84aff87b1dbe074661654": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8f94c0f1621c44a791f775f82ff3d5f8",
- "placeholder": "",
- "style": "IPY_MODEL_ad1f3f227d23418f90d40e1df49042b5",
- "value": "special_tokens_map.json: 100%"
- }
- },
- "6701ab5f53984824a4b0198ce0884d55": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e899463514c444628cb1f01848530d7f",
- "max": 548,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b0981cc1230543ae84c203fc1017b43d",
- "value": 548
- }
- },
- "730b162089604faa8951f41922d25c2b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_6297d49c5f1f46f7ad4ef7607f8e104c",
- "placeholder": "",
- "style": "IPY_MODEL_db7337ada95547d18e5b5c09257e6d65",
- "value": " 548/548 [00:00<00:00, 55.6kB/s]"
- }
- },
- "25fd64ab2af541ff83a00de90207ebac": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8f94c0f1621c44a791f775f82ff3d5f8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ad1f3f227d23418f90d40e1df49042b5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "e899463514c444628cb1f01848530d7f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b0981cc1230543ae84c203fc1017b43d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "6297d49c5f1f46f7ad4ef7607f8e104c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "db7337ada95547d18e5b5c09257e6d65": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "cb7d923b62834f2c95789a8f58a32fa5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_623270261d5a4553892af3a61021094f",
- "IPY_MODEL_21bd78ff953547fd8878be25374b0024",
- "IPY_MODEL_e08123b792fd4416b041bd47c75dad9a"
- ],
- "layout": "IPY_MODEL_bec9e8fd5ed54c51b98db24acd9ae90a"
- }
- },
- "623270261d5a4553892af3a61021094f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_843bd2c8055d4aadad6703971fdd5c7a",
- "placeholder": "",
- "style": "IPY_MODEL_e080f697a4c844b4860274536d856ad1",
- "value": "config.json: 100%"
- }
- },
- "21bd78ff953547fd8878be25374b0024": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ee29a53b521d4a789d80f11a6e9a9e75",
- "max": 6962,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_3039e9d19c914799938c0f753703d4c8",
- "value": 6962
- }
- },
- "e08123b792fd4416b041bd47c75dad9a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e08e5937e9d44509bb791ab7e9ed2c95",
- "placeholder": "",
- "style": "IPY_MODEL_4e9e286f63924425917b162515df16fb",
- "value": " 6.96k/6.96k [00:00<00:00, 636kB/s]"
- }
- },
- "bec9e8fd5ed54c51b98db24acd9ae90a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "843bd2c8055d4aadad6703971fdd5c7a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e080f697a4c844b4860274536d856ad1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ee29a53b521d4a789d80f11a6e9a9e75": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "3039e9d19c914799938c0f753703d4c8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "e08e5937e9d44509bb791ab7e9ed2c95": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4e9e286f63924425917b162515df16fb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b794abae4ce349ec9652d243f9d365df": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_affbe68a0da142118caa5ff65bb94a4d",
- "IPY_MODEL_1c12101d09c44db7bba3603bf4bc546a",
- "IPY_MODEL_f5c32c87433a4bafb78c72953a63f122"
- ],
- "layout": "IPY_MODEL_4f6c8f22e8c04f0fbebb1d1af60866fd"
- }
- },
- "affbe68a0da142118caa5ff65bb94a4d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f5050ad49b8b4238a5cf0fbd0bd5fea4",
- "placeholder": "",
- "style": "IPY_MODEL_22ff628b6188400d915bd8b6b466cf23",
- "value": "pytorch_model.bin.index.json: 100%"
- }
- },
- "1c12101d09c44db7bba3603bf4bc546a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_55314ab533bb4ae08fbf8a8436122bd3",
- "max": 121727,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b004c548216c47c8bf55257d55f8db6d",
- "value": 121727
- }
- },
- "f5c32c87433a4bafb78c72953a63f122": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_4eaae4ed19524fe38eb636067b5527f1",
- "placeholder": "",
- "style": "IPY_MODEL_db4e76af343a4896836a0253c4f11231",
- "value": " 122k/122k [00:00<00:00, 975kB/s]"
- }
- },
- "4f6c8f22e8c04f0fbebb1d1af60866fd": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "f5050ad49b8b4238a5cf0fbd0bd5fea4": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "22ff628b6188400d915bd8b6b466cf23": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "55314ab533bb4ae08fbf8a8436122bd3": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b004c548216c47c8bf55257d55f8db6d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "4eaae4ed19524fe38eb636067b5527f1": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "db4e76af343a4896836a0253c4f11231": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "4e0bee88b2ba48e9a2f7f759d799d76a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_3c52cfed6f9940bd884207b494a8ab65",
- "IPY_MODEL_1f4745d593af4b549ba8053f0ac53afd",
- "IPY_MODEL_f352eb7677ca46e7ab42e2a6ad502ca1"
- ],
- "layout": "IPY_MODEL_a113c5163335436285572f38aa1aac96"
- }
- },
- "3c52cfed6f9940bd884207b494a8ab65": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_4cab60d0cc7f42fe99a342eadc4e557a",
- "placeholder": "",
- "style": "IPY_MODEL_1556499664104d2280e85e4b4745410f",
- "value": "Downloading shards: 100%"
- }
- },
- "1f4745d593af4b549ba8053f0ac53afd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ffd0140727c84c14adcb17404b8e7416",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_12013dc3aea4448db694f438db57c2ce",
- "value": 2
- }
- },
- "f352eb7677ca46e7ab42e2a6ad502ca1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_408e3e77ee934d659352be18fc3e2eb5",
- "placeholder": "",
- "style": "IPY_MODEL_6c4b4fdb70144d2c8540f8e2f7e43d87",
- "value": " 2/2 [01:00<00:00, 28.79s/it]"
- }
- },
- "a113c5163335436285572f38aa1aac96": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4cab60d0cc7f42fe99a342eadc4e557a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1556499664104d2280e85e4b4745410f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ffd0140727c84c14adcb17404b8e7416": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "12013dc3aea4448db694f438db57c2ce": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "408e3e77ee934d659352be18fc3e2eb5": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6c4b4fdb70144d2c8540f8e2f7e43d87": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f05a02d4b35d41b79aec61232eafad10": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_d6bf1ab3d49e4a2bb5f6bfe1f7448cf8",
- "IPY_MODEL_1fc843b02dae4e9ebd01cc0eccd096d9",
- "IPY_MODEL_b009035b4ec7442b8b1c803455d0d495"
- ],
- "layout": "IPY_MODEL_764c85e71c364f35bed063d4c7b0d9ea"
- }
- },
- "d6bf1ab3d49e4a2bb5f6bfe1f7448cf8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7493cfcf9c9e4295b778c5f0755f84b0",
- "placeholder": "",
- "style": "IPY_MODEL_4b612637cdbd47efaaf10451a17753c9",
- "value": "pytorch_model-00001-of-00002.bin: 100%"
- }
- },
- "1fc843b02dae4e9ebd01cc0eccd096d9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f19941801a5746bc948c6fee09e0c6fa",
- "max": 9996239804,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_7e4b360fa098414497e5af8d4b0671f8",
- "value": 9996239804
- }
- },
- "b009035b4ec7442b8b1c803455d0d495": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_0db61e19362749bca78869549ca2f009",
- "placeholder": "",
- "style": "IPY_MODEL_85723a676f784719ac9a5346e4260f01",
- "value": " 10.0G/10.0G [00:39<00:00, 237MB/s]"
- }
- },
- "764c85e71c364f35bed063d4c7b0d9ea": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "7493cfcf9c9e4295b778c5f0755f84b0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4b612637cdbd47efaaf10451a17753c9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f19941801a5746bc948c6fee09e0c6fa": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "7e4b360fa098414497e5af8d4b0671f8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "0db61e19362749bca78869549ca2f009": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "85723a676f784719ac9a5346e4260f01": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "77a82f8ba60842938890e2f8041a55ed": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_c61b5bd596e34187a722f9c1bd25f9c6",
- "IPY_MODEL_dbc1566dee1743a3a9fb53dda2e57d30",
- "IPY_MODEL_11134024b96a4de48f254876f803884f"
- ],
- "layout": "IPY_MODEL_70b92a5ccbf0408695ca2f0145c84fb2"
- }
- },
- "c61b5bd596e34187a722f9c1bd25f9c6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_21e3e40e1f704fc4b5f192984a488ca9",
- "placeholder": "",
- "style": "IPY_MODEL_c526750ee2124994980a5245181dcf9d",
- "value": "pytorch_model-00002-of-00002.bin: 100%"
- }
- },
- "dbc1566dee1743a3a9fb53dda2e57d30": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_16e503d3250b4b34898fb70bf1ce2f58",
- "max": 5497724774,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_29151d7a1273499c8b5e3daa5c60d1a9",
- "value": 5497724774
- }
- },
- "11134024b96a4de48f254876f803884f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_eac6a8564bc84bd0ab01c9363e2f17fb",
- "placeholder": "",
- "style": "IPY_MODEL_9614b7daa88c4f818f1cb5e1a79bfc96",
- "value": " 5.50G/5.50G [00:21<00:00, 264MB/s]"
- }
- },
- "70b92a5ccbf0408695ca2f0145c84fb2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "21e3e40e1f704fc4b5f192984a488ca9": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c526750ee2124994980a5245181dcf9d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "16e503d3250b4b34898fb70bf1ce2f58": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "29151d7a1273499c8b5e3daa5c60d1a9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "eac6a8564bc84bd0ab01c9363e2f17fb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9614b7daa88c4f818f1cb5e1a79bfc96": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "10850975bc36435880210504a2651c0e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_93bd6a8d8ca64fca8a99d1d422f09780",
- "IPY_MODEL_08818f31d87243cfa2bf5d3a42559b05",
- "IPY_MODEL_64f53bfe6cea439786eeea737c51afd2"
- ],
- "layout": "IPY_MODEL_22c1ac2ad81d4622a5481e813d6b53f6"
- }
- },
- "93bd6a8d8ca64fca8a99d1d422f09780": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_89f2f506d3cc41fd9d44b2c7f7dae065",
- "placeholder": "",
- "style": "IPY_MODEL_ae2702c94b4d43bcb223c0956c6c69ae",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "08818f31d87243cfa2bf5d3a42559b05": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_798c6eddd2824040877d87cb32165a2c",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_724b65918cbf424a8a9fc31f91c8e4e4",
- "value": 2
- }
- },
- "64f53bfe6cea439786eeea737c51afd2": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_aa60cb8246a3472caf8056d3f81dc019",
- "placeholder": "",
- "style": "IPY_MODEL_e23e2dbd84f042f5baa881ef700b0b47",
- "value": " 2/2 [00:13<00:00, 6.50s/it]"
- }
- },
- "22c1ac2ad81d4622a5481e813d6b53f6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "89f2f506d3cc41fd9d44b2c7f7dae065": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ae2702c94b4d43bcb223c0956c6c69ae": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "798c6eddd2824040877d87cb32165a2c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "724b65918cbf424a8a9fc31f91c8e4e4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "aa60cb8246a3472caf8056d3f81dc019": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e23e2dbd84f042f5baa881ef700b0b47": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "084af67a58034a63896ca5f1f4fa5bd6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_376f36868bfd49a4a2920a54faac7b85",
- "IPY_MODEL_11815075e1b440128d0911117db3054e",
- "IPY_MODEL_5fbade3064704df89c6af805369d0967"
- ],
- "layout": "IPY_MODEL_d7444598c5bb43d7888dd56b47872933"
- }
- },
- "376f36868bfd49a4a2920a54faac7b85": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_3016561984a9479b8c81069e43fc52a8",
- "placeholder": "",
- "style": "IPY_MODEL_2343588b39e1444bafd26c4de32b1bd7",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "11815075e1b440128d0911117db3054e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e46c674ded2147c4ab25ef31b3d72243",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_346b4da4ccc54263a0bcb66701835126",
- "value": 2
- }
- },
- "5fbade3064704df89c6af805369d0967": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_2e75f9cc9f0e4f5b8871e7db4eaada5e",
- "placeholder": "",
- "style": "IPY_MODEL_1932882e9b7f474893e3682ab5732b77",
- "value": " 2/2 [00:12<00:00, 5.74s/it]"
- }
- },
- "d7444598c5bb43d7888dd56b47872933": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "3016561984a9479b8c81069e43fc52a8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "2343588b39e1444bafd26c4de32b1bd7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "e46c674ded2147c4ab25ef31b3d72243": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "346b4da4ccc54263a0bcb66701835126": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "2e75f9cc9f0e4f5b8871e7db4eaada5e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1932882e9b7f474893e3682ab5732b77": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "eaf3b897b6114723ade4d30fa6fd20c0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_cabee12abca44c5092ad1bff8daf5884",
- "IPY_MODEL_1e3f1670bc86468fbc895e11ac00c369",
- "IPY_MODEL_55e5253f9ec1448f8fff614fab8ef58a"
- ],
- "layout": "IPY_MODEL_08d286521e47403888aac5fb9bd31d79"
- }
- },
- "cabee12abca44c5092ad1bff8daf5884": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_981b83c486db43a59f50d786f2d3992e",
- "placeholder": "",
- "style": "IPY_MODEL_e841c527d9714a06920eb329e9c23987",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "1e3f1670bc86468fbc895e11ac00c369": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f4d49e11f39e4290af4a6cfb43d7bb12",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_438c4926364647edae3d3777ff70258b",
- "value": 2
- }
- },
- "55e5253f9ec1448f8fff614fab8ef58a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_916e61cfbb674955bd889292c5b5acaa",
- "placeholder": "",
- "style": "IPY_MODEL_2d6ae87384e04f408f3241f709ba6294",
- "value": " 2/2 [00:08<00:00, 4.11s/it]"
- }
- },
- "08d286521e47403888aac5fb9bd31d79": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "981b83c486db43a59f50d786f2d3992e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e841c527d9714a06920eb329e9c23987": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f4d49e11f39e4290af4a6cfb43d7bb12": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "438c4926364647edae3d3777ff70258b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "916e61cfbb674955bd889292c5b5acaa": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "2d6ae87384e04f408f3241f709ba6294": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "dbb0fd5e9a1b47aebb92c120813e94b1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_f94d1a31942944faa21d2c186d2ed323",
- "IPY_MODEL_e024623add4b46558a59aa41677d19d8",
- "IPY_MODEL_706d1614c2004e40a4e8c55a4980d046"
- ],
- "layout": "IPY_MODEL_aa1211e352a64205bd2fc8366cb5801c"
- }
- },
- "f94d1a31942944faa21d2c186d2ed323": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c190ace31d1942b381c4cf2657a6dc8e",
- "placeholder": "",
- "style": "IPY_MODEL_6b532a7e84c74ccca988ce1973b0c9c8",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "e024623add4b46558a59aa41677d19d8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_154cfe333be248c9886fea63c92b16c0",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_f8254e8aa1cf4dfdbeac693be4f34bd1",
- "value": 2
- }
- },
- "706d1614c2004e40a4e8c55a4980d046": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_26973dd8a1df43faba9b9530ab393cc8",
- "placeholder": "",
- "style": "IPY_MODEL_69a5b7e04618406eb9fb181c3c5fec27",
- "value": " 2/2 [00:08<00:00, 3.94s/it]"
- }
- },
- "aa1211e352a64205bd2fc8366cb5801c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c190ace31d1942b381c4cf2657a6dc8e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6b532a7e84c74ccca988ce1973b0c9c8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "154cfe333be248c9886fea63c92b16c0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "f8254e8aa1cf4dfdbeac693be4f34bd1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "26973dd8a1df43faba9b9530ab393cc8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "69a5b7e04618406eb9fb181c3c5fec27": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "fa150b512102496496de9fe739489e2d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_e84f4ce5ee8747acb9bb0234d065d9e6",
- "IPY_MODEL_826564aa51eb45a699fb61b405843520",
- "IPY_MODEL_69519f831058496e9ec45ce7a05913cd"
- ],
- "layout": "IPY_MODEL_dbe318d55f76454186ee574afe6e9ba8"
- }
- },
- "e84f4ce5ee8747acb9bb0234d065d9e6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8685cea1714d447c8aef8d698924296f",
- "placeholder": "",
- "style": "IPY_MODEL_736aa3385bd940d89821cc41258ef15c",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "826564aa51eb45a699fb61b405843520": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_27cf5d27f8154c839c9942c90d3c7851",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b15f27aaa6214d10a0756bfb6bc755d8",
- "value": 2
- }
- },
- "69519f831058496e9ec45ce7a05913cd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_285acbd461e74ef581be341b24f01467",
- "placeholder": "",
- "style": "IPY_MODEL_555d48ec6f5043b6ae7c8c90c2275c98",
- "value": " 2/2 [00:07<00:00, 3.70s/it]"
- }
- },
- "dbe318d55f76454186ee574afe6e9ba8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8685cea1714d447c8aef8d698924296f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "736aa3385bd940d89821cc41258ef15c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "27cf5d27f8154c839c9942c90d3c7851": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b15f27aaa6214d10a0756bfb6bc755d8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "285acbd461e74ef581be341b24f01467": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "555d48ec6f5043b6ae7c8c90c2275c98": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "35ef2830e80249fd94df3f7317d05e17": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_0900600eb3804a1a843dbd7c0756b9df",
- "IPY_MODEL_d8c3686f54c447bfa390a952053d6493",
- "IPY_MODEL_d291af65aef34f7aac3ffeaa8a237e5c"
- ],
- "layout": "IPY_MODEL_1158cb0eebd7415690c133454766a894"
- }
- },
- "0900600eb3804a1a843dbd7c0756b9df": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_de6850dc0bd240929fb100e2b659e563",
- "placeholder": "",
- "style": "IPY_MODEL_77d3ae52bb4546768c0014f3476e5d22",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "d8c3686f54c447bfa390a952053d6493": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f957c7e6115546438128904400da540f",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_2fe277adb64e477fa5794df810c2e982",
- "value": 2
- }
- },
- "d291af65aef34f7aac3ffeaa8a237e5c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_9cc16e730ff149b98cfea50414b473b1",
- "placeholder": "",
- "style": "IPY_MODEL_98357fbb15954047b61a353a0cf0fcbb",
- "value": " 2/2 [00:09<00:00, 4.33s/it]"
- }
- },
- "1158cb0eebd7415690c133454766a894": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "de6850dc0bd240929fb100e2b659e563": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "77d3ae52bb4546768c0014f3476e5d22": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f957c7e6115546438128904400da540f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "2fe277adb64e477fa5794df810c2e982": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "9cc16e730ff149b98cfea50414b473b1": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "98357fbb15954047b61a353a0cf0fcbb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "9038532b375240739f8d99714276a53f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4d94cb170a954b5ea8116755c1e336ff",
- "IPY_MODEL_a63574eaf64b463f88d8bb53669d5f05",
- "IPY_MODEL_1b729673faf5411a95fb8d5591dcac9d"
- ],
- "layout": "IPY_MODEL_e3dda309b0dc4571a91640e8cfad082e"
- }
- },
- "4d94cb170a954b5ea8116755c1e336ff": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_eee75ea40f4744d991a2a460b0bfca08",
- "placeholder": "",
- "style": "IPY_MODEL_9bf6d675468e45508ea821f40b3db739",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "a63574eaf64b463f88d8bb53669d5f05": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_066aa78f1d8049cc9fc006ebf4f4c381",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_68cce443d69b411c974b71a0bbf9ce4a",
- "value": 2
- }
- },
- "1b729673faf5411a95fb8d5591dcac9d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_0cde01ad21ad4545b28eb8762c70a683",
- "placeholder": "",
- "style": "IPY_MODEL_8c59ed1dd7394b89a57d8cabf3ee39d0",
- "value": " 2/2 [00:07<00:00, 3.56s/it]"
- }
- },
- "e3dda309b0dc4571a91640e8cfad082e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "eee75ea40f4744d991a2a460b0bfca08": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9bf6d675468e45508ea821f40b3db739": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "066aa78f1d8049cc9fc006ebf4f4c381": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "68cce443d69b411c974b71a0bbf9ce4a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "0cde01ad21ad4545b28eb8762c70a683": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8c59ed1dd7394b89a57d8cabf3ee39d0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "c11616842b874d3199980efc149409d9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_85dae311696b486499fef77276ba33b5",
- "IPY_MODEL_0fe6733492ad476d982289a26129dd30",
- "IPY_MODEL_ea63100ca1fd47ed868316cbb9f0fb14"
- ],
- "layout": "IPY_MODEL_c9e936fe383c429db25fbfc3fb925352"
- }
- },
- "85dae311696b486499fef77276ba33b5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ed821654d3684132a2c28fa5e3b4b2cf",
- "placeholder": "",
- "style": "IPY_MODEL_5532f757e9d742a181c4f5ed9d973d2e",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "0fe6733492ad476d982289a26129dd30": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7c9d7c0839d047e4909bc3021ba50377",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_c3df65a004304ca49044b27c23c0f2d6",
- "value": 2
- }
- },
- "ea63100ca1fd47ed868316cbb9f0fb14": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_1f7ceedccbc247c59e64294510661775",
- "placeholder": "",
- "style": "IPY_MODEL_9148b3e872e04d95a88e96df8e51200f",
- "value": " 2/2 [00:07<00:00, 3.61s/it]"
- }
- },
- "c9e936fe383c429db25fbfc3fb925352": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ed821654d3684132a2c28fa5e3b4b2cf": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "5532f757e9d742a181c4f5ed9d973d2e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "7c9d7c0839d047e4909bc3021ba50377": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c3df65a004304ca49044b27c23c0f2d6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "1f7ceedccbc247c59e64294510661775": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9148b3e872e04d95a88e96df8e51200f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "16fb6722550945f186b533530f79fbd4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_e40e08bcd09040ffb518bf8c4c9ae3ef",
- "IPY_MODEL_58c1519794e949b4bd4e66035613c71b",
- "IPY_MODEL_ed41113229c24ddfa7121c85709e6d25"
- ],
- "layout": "IPY_MODEL_07b888f3d7024d9d9ed0c6380178007f"
- }
- },
- "e40e08bcd09040ffb518bf8c4c9ae3ef": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c6230237eb92483aacb93c39a3d700eb",
- "placeholder": "",
- "style": "IPY_MODEL_c39c8dcdd31c4bf08da2af61c9dec58c",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "58c1519794e949b4bd4e66035613c71b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d6a5ead11c08446bbd11f848facbf3e6",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_a3dc70b34be147c4be67f0c6e373be85",
- "value": 2
- }
- },
- "ed41113229c24ddfa7121c85709e6d25": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7e05f5defa084a03986d18ac17cf98d5",
- "placeholder": "",
- "style": "IPY_MODEL_69f0cf52ef7346f8a47b2ccb994c8271",
- "value": " 2/2 [00:07<00:00, 3.55s/it]"
- }
- },
- "07b888f3d7024d9d9ed0c6380178007f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c6230237eb92483aacb93c39a3d700eb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c39c8dcdd31c4bf08da2af61c9dec58c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "d6a5ead11c08446bbd11f848facbf3e6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "a3dc70b34be147c4be67f0c6e373be85": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "7e05f5defa084a03986d18ac17cf98d5": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "69f0cf52ef7346f8a47b2ccb994c8271": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "dc84f39cffce4c829f7db45440a6467a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_ef97224d3291434f90b065cb1a1fa67b",
- "IPY_MODEL_23dec4e71ba9406f8d5f87afbaf59336",
- "IPY_MODEL_8bf9fbfc257742b2813fa4234b7d856f"
- ],
- "layout": "IPY_MODEL_c64ad6ba00084950b5b4c7335265aefb"
- }
- },
- "ef97224d3291434f90b065cb1a1fa67b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_783d5392debd45a3ae741c615316d647",
- "placeholder": "",
- "style": "IPY_MODEL_24675e04bc7445469a5c5165f1d4d25a",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "23dec4e71ba9406f8d5f87afbaf59336": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_bfe38ef92f0748548c4b30000dbc474c",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b0284f12a01a4af082dd0b6ac4ad970e",
- "value": 2
- }
- },
- "8bf9fbfc257742b2813fa4234b7d856f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_9987f4bdc79b4f6d81797e9251643e3a",
- "placeholder": "",
- "style": "IPY_MODEL_11f265b2ff9946278d5ab6a549951b29",
- "value": " 2/2 [00:07<00:00, 3.38s/it]"
- }
- },
- "c64ad6ba00084950b5b4c7335265aefb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "783d5392debd45a3ae741c615316d647": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "24675e04bc7445469a5c5165f1d4d25a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "bfe38ef92f0748548c4b30000dbc474c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b0284f12a01a4af082dd0b6ac4ad970e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "9987f4bdc79b4f6d81797e9251643e3a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "11f265b2ff9946278d5ab6a549951b29": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f71a4c157d6f4001a1bc774fb562fb0a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4194055758494ef49a035683e7a6f5f9",
- "IPY_MODEL_05c455f7d040415aa6e74c34b216a8d1",
- "IPY_MODEL_c69f9496846347dfbee4ae1d36da3b74"
- ],
- "layout": "IPY_MODEL_25d4db1bf2b14592acee165d0edacdc9"
- }
- },
- "4194055758494ef49a035683e7a6f5f9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_317a80916ac4425592e90f0c4ef7c6a6",
- "placeholder": "",
- "style": "IPY_MODEL_6c5d6a7680624bd48d69d17469a3c588",
- "value": "Uploading the dataset shards: 100%"
- }
- },
- "05c455f7d040415aa6e74c34b216a8d1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f530763594f44424bf4d79f95f56fbb2",
- "max": 1,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_48ba6d59d37c491789c5e6ded81f38d7",
- "value": 1
- }
- },
- "c69f9496846347dfbee4ae1d36da3b74": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c7e04ccc09034cf39e72b61c06d201c8",
- "placeholder": "",
- "style": "IPY_MODEL_939ae16fab044dfd9b83a872934de771",
- "value": " 1/1 [00:00<00:00, 1.03it/s]"
- }
- },
- "25d4db1bf2b14592acee165d0edacdc9": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "317a80916ac4425592e90f0c4ef7c6a6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6c5d6a7680624bd48d69d17469a3c588": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f530763594f44424bf4d79f95f56fbb2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "48ba6d59d37c491789c5e6ded81f38d7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "c7e04ccc09034cf39e72b61c06d201c8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "939ae16fab044dfd9b83a872934de771": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "89563ee1e1b748cba4af7fd6355d27d0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_148db4c011814603b756dba2916cdbd9",
- "IPY_MODEL_b5936d4a996147cfa06346e7df796905",
- "IPY_MODEL_e8780e62b5df408db2ba65d98f95d385"
- ],
- "layout": "IPY_MODEL_5ec9989ac2fa410cb32467d69523415c"
- }
- },
- "148db4c011814603b756dba2916cdbd9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c609f92945634664a81f78b413d3e627",
- "placeholder": "",
- "style": "IPY_MODEL_f0d4f9418c3847f897275b0f3f348c82",
- "value": "Map: 100%"
- }
- },
- "b5936d4a996147cfa06346e7df796905": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_5d7142cbd70c4f2982ca10cc8ba2857d",
- "max": 10,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_79566df2fd0b4e77a86d297fe8f40293",
- "value": 10
- }
- },
- "e8780e62b5df408db2ba65d98f95d385": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_95cd580ef12f40e688d33af803bcf32b",
- "placeholder": "",
- "style": "IPY_MODEL_4cb1acf5966b44bdac8746486ee93f0b",
- "value": " 10/10 [00:00<00:00, 484.86 examples/s]"
- }
- },
- "5ec9989ac2fa410cb32467d69523415c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c609f92945634664a81f78b413d3e627": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "f0d4f9418c3847f897275b0f3f348c82": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "5d7142cbd70c4f2982ca10cc8ba2857d": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "79566df2fd0b4e77a86d297fe8f40293": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "95cd580ef12f40e688d33af803bcf32b": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4cb1acf5966b44bdac8746486ee93f0b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "171b3538e1c1428c878cfcd8e1064ccb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_b5e9d0e078154804930d32fe7a9df105",
- "IPY_MODEL_edb196cd321944c0a586a3565f3c5105",
- "IPY_MODEL_b5281ef0dcfb4ecb9e81a0ad16f48672"
- ],
- "layout": "IPY_MODEL_82d7428428ec4de68f096ef3185b45df"
- }
- },
- "b5e9d0e078154804930d32fe7a9df105": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_bd73242500d546378ae991dba581afe0",
- "placeholder": "",
- "style": "IPY_MODEL_b875de86ca77452ba041255d6adbc721",
- "value": "Creating parquet from Arrow format: 100%"
- }
- },
- "edb196cd321944c0a586a3565f3c5105": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_a743eaf62c1c412ca63dc981eb9a8324",
- "max": 1,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_1712182a7f3a405397de0a19424f5f83",
- "value": 1
- }
- },
- "b5281ef0dcfb4ecb9e81a0ad16f48672": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_a820c4b224964b8fb5e7ba5b3bb0b1f7",
- "placeholder": "",
- "style": "IPY_MODEL_c1f8ad5b9aef427299eedb056cc07613",
- "value": " 1/1 [00:00<00:00, 59.76ba/s]"
- }
- },
- "82d7428428ec4de68f096ef3185b45df": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "bd73242500d546378ae991dba581afe0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b875de86ca77452ba041255d6adbc721": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "a743eaf62c1c412ca63dc981eb9a8324": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1712182a7f3a405397de0a19424f5f83": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "a820c4b224964b8fb5e7ba5b3bb0b1f7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c1f8ad5b9aef427299eedb056cc07613": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b843e58ad26a4b24a00d14edd6caa11a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_744310f5ce074b05aa2911ff628660b5",
- "IPY_MODEL_1e473974dff04f9b8316bfca8eb50341",
- "IPY_MODEL_4771aa26773a41d690507f22e2a7dfb0"
- ],
- "layout": "IPY_MODEL_c18307ee2b09476e88ff1f07c0dfaf1c"
- }
- },
- "744310f5ce074b05aa2911ff628660b5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_447d6c8c5088457d833de6138b119b8a",
- "placeholder": "",
- "style": "IPY_MODEL_817d66a5949c4e4d9018e03bb8e0d481",
- "value": "README.md: 100%"
- }
- },
- "1e473974dff04f9b8316bfca8eb50341": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_80b0646e9b1d484497256acd6a2e62e7",
- "max": 307,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_0fe53d15fbf7436ebcbf4266476194e7",
- "value": 307
- }
- },
- "4771aa26773a41d690507f22e2a7dfb0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_96b4fd1955d7476e86e3b43399e01b89",
- "placeholder": "",
- "style": "IPY_MODEL_d0329b6157cc453a9497772e9e6afef7",
- "value": " 307/307 [00:00<00:00, 24.1kB/s]"
- }
- },
- "c18307ee2b09476e88ff1f07c0dfaf1c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "447d6c8c5088457d833de6138b119b8a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "817d66a5949c4e4d9018e03bb8e0d481": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "80b0646e9b1d484497256acd6a2e62e7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "0fe53d15fbf7436ebcbf4266476194e7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "96b4fd1955d7476e86e3b43399e01b89": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "d0329b6157cc453a9497772e9e6afef7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "a217df2e9a874b37be0212f1a6d76b92": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_db0f8c698abe444c86209a06394c884b",
- "IPY_MODEL_6fce01f4734341668a66196dd13d792d",
- "IPY_MODEL_9d9173cab4b547269aff3c810ad67407"
- ],
- "layout": "IPY_MODEL_31a17c37c45842a4b11ab43e6b83bf39"
- }
- },
- "db0f8c698abe444c86209a06394c884b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_60cae9cc457843e2b40bda59b37ed341",
- "placeholder": "",
- "style": "IPY_MODEL_86345eb5ffc1474aa49ff5f2e7661aa5",
- "value": "Downloading readme: 100%"
- }
- },
- "6fce01f4734341668a66196dd13d792d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ce1864c4366043688a1f5a9ba378f598",
- "max": 307,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_83ef85ccebaf47ada1fe5e77118fbe7a",
- "value": 307
- }
- },
- "9d9173cab4b547269aff3c810ad67407": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_3b3f09d891c34ebaadd93ec35ba10853",
- "placeholder": "",
- "style": "IPY_MODEL_cbf8c7e7a2004d2f8e235b1416be4122",
- "value": " 307/307 [00:00<00:00, 24.9kB/s]"
- }
- },
- "31a17c37c45842a4b11ab43e6b83bf39": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "60cae9cc457843e2b40bda59b37ed341": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "86345eb5ffc1474aa49ff5f2e7661aa5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ce1864c4366043688a1f5a9ba378f598": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "83ef85ccebaf47ada1fe5e77118fbe7a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "3b3f09d891c34ebaadd93ec35ba10853": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "cbf8c7e7a2004d2f8e235b1416be4122": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ec2fa312108a413884b087619de4f828": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_acbe85d2acb14556a926b018f192b73d",
- "IPY_MODEL_cf42096d26c64fe094e35de13e0330f7",
- "IPY_MODEL_e954cb87ba514e0bbdbf38b151a686a0"
- ],
- "layout": "IPY_MODEL_8c423eeef4ee457092dfdbd23c176bf7"
- }
- },
- "acbe85d2acb14556a926b018f192b73d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_49e6e6af76704363a65854d7d689b740",
- "placeholder": "",
- "style": "IPY_MODEL_4db01166230c4c3ab013a6688bee8de6",
- "value": "Downloading data: 100%"
- }
- },
- "cf42096d26c64fe094e35de13e0330f7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8034ca34c96a4081824169003d3d4dbd",
- "max": 585097,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_9383c5c094a24a2ba5699bd9b5f19d4c",
- "value": 585097
- }
- },
- "e954cb87ba514e0bbdbf38b151a686a0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_0d98cdd2e77940389466d8dc88959fef",
- "placeholder": "",
- "style": "IPY_MODEL_46c23ae27b83446187ae80d7cb68dfa4",
- "value": " 585k/585k [00:00<00:00, 1.66MB/s]"
- }
- },
- "8c423eeef4ee457092dfdbd23c176bf7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "49e6e6af76704363a65854d7d689b740": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4db01166230c4c3ab013a6688bee8de6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8034ca34c96a4081824169003d3d4dbd": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9383c5c094a24a2ba5699bd9b5f19d4c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "0d98cdd2e77940389466d8dc88959fef": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "46c23ae27b83446187ae80d7cb68dfa4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "7d7841557770419bac7a1002c03e3ac4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_51cf97039f284d79b750422327418783",
- "IPY_MODEL_3014f40e3e07404a8684308de7936b1c",
- "IPY_MODEL_9001e3d3d9b34647b9c098f5ef11bc75"
- ],
- "layout": "IPY_MODEL_b9758ecb38d04afc8de2bd5dc1ac02d2"
- }
- },
- "51cf97039f284d79b750422327418783": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_bcbe75ae6c3648459a2caa747f9a8dba",
- "placeholder": "",
- "style": "IPY_MODEL_1dc1684e75ff400eb57d6504deed6539",
- "value": "Generating train split: 100%"
- }
- },
- "3014f40e3e07404a8684308de7936b1c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_94d18e97e7ee46e8a8f72ba4453a6c39",
- "max": 10,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_6494c117eed04a8db376e9dd6412a287",
- "value": 10
- }
- },
- "9001e3d3d9b34647b9c098f5ef11bc75": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d208749abd664c928bff45aa40deec75",
- "placeholder": "",
- "style": "IPY_MODEL_806f3e52701d450aacaa9774f95bd8bf",
- "value": " 10/10 [00:00<00:00, 515.93 examples/s]"
- }
- },
- "b9758ecb38d04afc8de2bd5dc1ac02d2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "bcbe75ae6c3648459a2caa747f9a8dba": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1dc1684e75ff400eb57d6504deed6539": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "94d18e97e7ee46e8a8f72ba4453a6c39": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6494c117eed04a8db376e9dd6412a287": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "d208749abd664c928bff45aa40deec75": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "806f3e52701d450aacaa9774f95bd8bf": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- }
+ "base_uri": "https://localhost:8080/",
+ "height": 177,
+ "referenced_widgets": [
+ "9ee866c462d44af39ab612f7ac72af96",
+ "7dd1afbd4fe64e1f85453f49387a6bf7",
+ "866a7af4ba204959a584a187f6e4c469",
+ "d3b3dbf67a2d4f4898d3048ef56e3383",
+ "e669b34c5c93456480057f969697a11b",
+ "befd511a0ec342d5afb48601fc09b864",
+ "5fdc70f275c04f9c82822edc495c46f7",
+ "c78491f5c4354f5a8460855416fabdab",
+ "38874f88530b4eefa4634ccf1e48fb1d",
+ "9d873176d7b94b3b8e65bc3c79f82bb1",
+ "ce272942821e47b09819c1905f27d6fa",
+ "59546604384345ed9171f955787631c6",
+ "afe52ddcf3aa4ba5be97c8e8f8037f55",
+ "09de54500e7e4f3eb1331c9bc2a6000d",
+ "04ae0973d4ce48b6957498a532c1b81a",
+ "2365b71d65bf4d979fc4f67ecaf9d45f",
+ "130ec764e59845cf96f987d6a31727d1",
+ "c81ffefc2912438ea586293aa33ddecf",
+ "89fe4838108d431ba30ea3f8ae7a1b08",
+ "ea01e4f9644c4a4dac13d92c929d6e75",
+ "fc7cec0b4a8d4a85a5bd318b9698e164",
+ "0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
+ "2224fee0188240689d6b5d814d7dacc2",
+ "31db28a7cb7b4646b2b28ee252f60486",
+ "1a0fadad34634e588ae4d2166696708f",
+ "e7df87a342214d31804a31ca8f1bf215",
+ "7acfc9c7813d4c52a3f9c50a9423c8ed",
+ "0a538d76dadc42b99caeaf29140ea0c2",
+ "6ad379bde3d0421ca96bc0648542036e",
+ "34abc680c43c44948d6ca6ac2ffc5967",
+ "4e62e13337ee4523abe7ff3a556f4a13",
+ "9810977a11fc4abdb025eb13564632c4"
+ ]
+ },
+ "outputId": "fe3fcfe4-917d-474a-b2bf-2d02929efe5b"
+ },
+ "execution_count": 2,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "VBox(children=(HTML(value=' ![]()
"
- ]
+ "output_type": "stream",
+ "name": "stderr",
+ "text": [
+ "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_token.py:88: UserWarning: \n",
+ "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
+ "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
+ "You will be able to reuse this secret in all of your notebooks.\n",
+ "Please note that authentication is recommended but still optional to access public models or datasets.\n",
+ " warnings.warn(\n"
+ ]
},
{
- "cell_type": "markdown",
- "source": [
- "# Labeling a dataset using BLIP-2\n",
- "\n",
- "In this notebook, we will demonstrate how to create a labeled dataset using BLIP-2 and push it to the Hugging Face hub. BLIP-2, which does zero-shot image-to-text generation, was introduced in [BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models](https://arxiv.org/pdf/2301.12597.pdf) by Li, et. al. BLIP-2 bootstraps frozen pre-trained image and LLMs, bridging the modality gap with a Querying Transformer (Q-Former). You can read more about BLIP-2 [here](https://huggingface.co/docs/transformers/v4.28.1/en/model_doc/blip-2).\n",
- "\n",
- "Notes:\n",
- "\n",
- "* It's advised to run this notebook on a GPU environment, high RAM.\n",
- "\n",
- "* This notebook was adapted from [here](https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BLIP-2/Chat_with_BLIP_2_%5Bint8_bitsandbytes%5D.ipynb)."
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "preprocessor_config.json: 0%| | 0.00/432 [00:00, ?B/s]"
],
- "metadata": {
- "id": "lbdwxvFIekQ1"
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "8ee2099620f5444cba4b8b52f3a2e397"
}
+ },
+ "metadata": {}
},
{
- "cell_type": "markdown",
- "source": [
- "Run this cell if you have generated a large dataset. It is unnecessary for this toy example."
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "tokenizer_config.json: 0%| | 0.00/904 [00:00, ?B/s]"
],
- "metadata": {
- "id": "xzWfOdMUegig"
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "05f31967e20b4b23bd9f2bc6ad8fb501"
}
+ },
+ "metadata": {}
},
{
- "cell_type": "code",
- "source": [
- "!apt-get install git-lfs"
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "vocab.json: 0%| | 0.00/798k [00:00, ?B/s]"
],
- "metadata": {
- "id": "ZkGvCKBSeZv0"
- },
- "execution_count": null,
- "outputs": []
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "25fc3c929cfd4810b25e7209ca0f04a9"
+ }
+ },
+ "metadata": {}
},
{
- "cell_type": "markdown",
- "source": [
- "First, let's install the dependencies."
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "merges.txt: 0%| | 0.00/456k [00:00, ?B/s]"
],
- "metadata": {
- "id": "1LsKrTuWLhJM"
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "99ed588c8e4a4f1285452901e4f7967d"
}
+ },
+ "metadata": {}
},
{
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "MgaqAI5ZeSHx",
- "outputId": "ab329970-94d2-4211-d951-b3fcbd2b951e"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m279.7/279.7 kB\u001b[0m \u001b[31m6.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m105.0/105.0 MB\u001b[0m \u001b[31m16.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m536.6/536.6 kB\u001b[0m \u001b[31m49.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m38.3/38.3 MB\u001b[0m \u001b[31m38.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m16.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m19.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
- "ibis-framework 7.1.0 requires pyarrow<15,>=2, but you have pyarrow 15.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
- "\u001b[0m"
- ]
- }
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "tokenizer.json: 0%| | 0.00/2.11M [00:00, ?B/s]"
],
- "source": [
- "!pip install -q accelerate bitsandbytes datasets huggingface_hub"
- ]
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "b27991f72755468ab3a88eefab7a8bfb"
+ }
+ },
+ "metadata": {}
},
{
- "cell_type": "markdown",
- "source": [
- "Let's log into the Hugging Face hub with our \"WRITE\" access token."
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "special_tokens_map.json: 0%| | 0.00/548 [00:00, ?B/s]"
],
- "metadata": {
- "id": "8d4WLerBBuQ_"
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "cbe40c78b50d4428bb30c321418cdb94"
}
+ },
+ "metadata": {}
},
{
- "cell_type": "code",
- "source": [
- "from huggingface_hub import notebook_login\n",
- "\n",
- "notebook_login()"
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "config.json: 0%| | 0.00/6.96k [00:00, ?B/s]"
],
- "metadata": {
- "id": "Fg9UgrYe8wU6",
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 177,
- "referenced_widgets": [
- "9ee866c462d44af39ab612f7ac72af96",
- "7dd1afbd4fe64e1f85453f49387a6bf7",
- "866a7af4ba204959a584a187f6e4c469",
- "d3b3dbf67a2d4f4898d3048ef56e3383",
- "e669b34c5c93456480057f969697a11b",
- "befd511a0ec342d5afb48601fc09b864",
- "5fdc70f275c04f9c82822edc495c46f7",
- "c78491f5c4354f5a8460855416fabdab",
- "38874f88530b4eefa4634ccf1e48fb1d",
- "9d873176d7b94b3b8e65bc3c79f82bb1",
- "ce272942821e47b09819c1905f27d6fa",
- "59546604384345ed9171f955787631c6",
- "afe52ddcf3aa4ba5be97c8e8f8037f55",
- "09de54500e7e4f3eb1331c9bc2a6000d",
- "04ae0973d4ce48b6957498a532c1b81a",
- "2365b71d65bf4d979fc4f67ecaf9d45f",
- "130ec764e59845cf96f987d6a31727d1",
- "c81ffefc2912438ea586293aa33ddecf",
- "89fe4838108d431ba30ea3f8ae7a1b08",
- "ea01e4f9644c4a4dac13d92c929d6e75",
- "fc7cec0b4a8d4a85a5bd318b9698e164",
- "0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
- "2224fee0188240689d6b5d814d7dacc2",
- "31db28a7cb7b4646b2b28ee252f60486",
- "1a0fadad34634e588ae4d2166696708f",
- "e7df87a342214d31804a31ca8f1bf215",
- "7acfc9c7813d4c52a3f9c50a9423c8ed",
- "0a538d76dadc42b99caeaf29140ea0c2",
- "6ad379bde3d0421ca96bc0648542036e",
- "34abc680c43c44948d6ca6ac2ffc5967",
- "4e62e13337ee4523abe7ff3a556f4a13",
- "9810977a11fc4abdb025eb13564632c4"
- ]
- },
- "outputId": "fe3fcfe4-917d-474a-b2bf-2d02929efe5b"
- },
- "execution_count": 2,
- "outputs": [
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "VBox(children=(HTML(value='
"
- ],
- "image/png": "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\n"
- },
- "metadata": {},
- "execution_count": 7
- }
- ]
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "35ef2830e80249fd94df3f7317d05e17"
+ }
+ },
+ "metadata": {}
},
{
- "cell_type": "markdown",
- "source": [
- "Now let's take a look at the label: it is 'a conference room with a table and chairs.' The model provided an accurate label!"
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
],
- "metadata": {
- "id": "Z4tSgSpN_nbr"
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "9038532b375240739f8d99714276a53f"
}
+ },
+ "metadata": {}
},
{
- "cell_type": "code",
- "source": [
- "dataset['train']['label'][0]"
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 56
- },
- "id": "TvdCuPkP4LnN",
- "outputId": "d3c67f17-5358-468a-9fc7-99abb31a3145"
- },
- "execution_count": 8,
- "outputs": [
- {
- "output_type": "execute_result",
- "data": {
- "text/plain": [
- "'a conference room with chairs and a table'"
- ],
- "application/vnd.google.colaboratory.intrinsic+json": {
- "type": "string"
- }
- },
- "metadata": {},
- "execution_count": 8
- }
- ]
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "c11616842b874d3199980efc149409d9"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "16fb6722550945f186b533530f79fbd4"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "dc84f39cffce4c829f7db45440a6467a"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Uploading the dataset shards: 0%| | 0/1 [00:00, ?it/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "f71a4c157d6f4001a1bc774fb562fb0a"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Map: 0%| | 0/10 [00:00, ? examples/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "89563ee1e1b748cba4af7fd6355d27d0"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Creating parquet from Arrow format: 0%| | 0/1 [00:00, ?ba/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "171b3538e1c1428c878cfcd8e1064ccb"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "README.md: 0%| | 0.00/307 [00:00, ?B/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "b843e58ad26a4b24a00d14edd6caa11a"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "CommitInfo(commit_url='https://huggingface.co/datasets/kfahn/labeled_images_demo_BLIP2/commit/48e43b11de9d4998d3fe91b68fcff2dfc61c6a52', commit_message='Upload dataset', commit_description='', oid='48e43b11de9d4998d3fe91b68fcff2dfc61c6a52', pr_url=None, pr_revision=None, pr_num=None)"
+ ],
+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "string"
+ }
+ },
+ "metadata": {},
+ "execution_count": 5
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Let's check out our new dataset by downloading it from the hub."
+ ],
+ "metadata": {
+ "id": "8B1aezVy6Z-i"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "from datasets import load_dataset\n",
+ "\n",
+ "# Load the dataset\n",
+ "dataset = load_dataset(\"kfahn/labeled_images_demo_BLIP2\")"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 133,
+ "referenced_widgets": [
+ "a217df2e9a874b37be0212f1a6d76b92",
+ "db0f8c698abe444c86209a06394c884b",
+ "6fce01f4734341668a66196dd13d792d",
+ "9d9173cab4b547269aff3c810ad67407",
+ "31a17c37c45842a4b11ab43e6b83bf39",
+ "60cae9cc457843e2b40bda59b37ed341",
+ "86345eb5ffc1474aa49ff5f2e7661aa5",
+ "ce1864c4366043688a1f5a9ba378f598",
+ "83ef85ccebaf47ada1fe5e77118fbe7a",
+ "3b3f09d891c34ebaadd93ec35ba10853",
+ "cbf8c7e7a2004d2f8e235b1416be4122",
+ "ec2fa312108a413884b087619de4f828",
+ "acbe85d2acb14556a926b018f192b73d",
+ "cf42096d26c64fe094e35de13e0330f7",
+ "e954cb87ba514e0bbdbf38b151a686a0",
+ "8c423eeef4ee457092dfdbd23c176bf7",
+ "49e6e6af76704363a65854d7d689b740",
+ "4db01166230c4c3ab013a6688bee8de6",
+ "8034ca34c96a4081824169003d3d4dbd",
+ "9383c5c094a24a2ba5699bd9b5f19d4c",
+ "0d98cdd2e77940389466d8dc88959fef",
+ "46c23ae27b83446187ae80d7cb68dfa4",
+ "7d7841557770419bac7a1002c03e3ac4",
+ "51cf97039f284d79b750422327418783",
+ "3014f40e3e07404a8684308de7936b1c",
+ "9001e3d3d9b34647b9c098f5ef11bc75",
+ "b9758ecb38d04afc8de2bd5dc1ac02d2",
+ "bcbe75ae6c3648459a2caa747f9a8dba",
+ "1dc1684e75ff400eb57d6504deed6539",
+ "94d18e97e7ee46e8a8f72ba4453a6c39",
+ "6494c117eed04a8db376e9dd6412a287",
+ "d208749abd664c928bff45aa40deec75",
+ "806f3e52701d450aacaa9774f95bd8bf"
+ ]
+ },
+ "id": "EIe5TY_o4Lv3",
+ "outputId": "e8f2a148-8ff7-46fc-a81d-89e11fa00ff0"
+ },
+ "execution_count": 6,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Downloading readme: 0%| | 0.00/307 [00:00, ?B/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "a217df2e9a874b37be0212f1a6d76b92"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Downloading data: 0%| | 0.00/585k [00:00, ?B/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "ec2fa312108a413884b087619de4f828"
+ }
+ },
+ "metadata": {}
+ },
+ {
+ "output_type": "display_data",
+ "data": {
+ "text/plain": [
+ "Generating train split: 0%| | 0/10 [00:00, ? examples/s]"
+ ],
+ "application/vnd.jupyter.widget-view+json": {
+ "version_major": 2,
+ "version_minor": 0,
+ "model_id": "7d7841557770419bac7a1002c03e3ac4"
+ }
+ },
+ "metadata": {}
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Let's take a look at one of the images."
+ ],
+ "metadata": {
+ "id": "SNq37djQTl8S"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "dataset[\"train\"][\"image\"][0]"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 549
+ },
+ "id": "vlWXQAzm4LrE",
+ "outputId": "f65e5d69-e588-44ae-a701-977d83dc2aff"
+ },
+ "execution_count": 7,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ ""
+ ],
+ "image/png": "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\n"
+ },
+ "metadata": {},
+ "execution_count": 7
+ }
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "source": [
+ "Now let's take a look at the label: it is 'a conference room with a table and chairs.' The model provided an accurate label!"
+ ],
+ "metadata": {
+ "id": "Z4tSgSpN_nbr"
+ }
+ },
+ {
+ "cell_type": "code",
+ "source": [
+ "dataset[\"train\"][\"label\"][0]"
+ ],
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 56
+ },
+ "id": "TvdCuPkP4LnN",
+ "outputId": "d3c67f17-5358-468a-9fc7-99abb31a3145"
+ },
+ "execution_count": 8,
+ "outputs": [
+ {
+ "output_type": "execute_result",
+ "data": {
+ "text/plain": [
+ "'a conference room with chairs and a table'"
+ ],
+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "string"
+ }
+ },
+ "metadata": {},
+ "execution_count": 8
}
- ]
+ ]
+ }
+ ]
}
\ No newline at end of file
From fcfc5b6ba6d4d9e06c2b6a5f572f6ba72c3b1fc4 Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Tue, 13 Feb 2024 15:28:59 -0500
Subject: [PATCH 5/8] Update image_labeling_BLIP_2.ipynb
fix typo
---
.../image_labeling_BLIP_2.ipynb | 23246 ++++++++--------
1 file changed, 11623 insertions(+), 11623 deletions(-)
diff --git a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
index 66f793ac8..68f845f2f 100644
--- a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
+++ b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
@@ -1,11079 +1,184 @@
{
- "nbformat": 4,
- "nbformat_minor": 0,
- "metadata": {
- "colab": {
- "provenance": [],
- "machine_shape": "hm",
- "include_colab_link": true
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "colab_type": "text",
+ "id": "view-in-github"
+ },
+ "source": [
+ "
"
+ ]
},
- "kernelspec": {
- "name": "python3",
- "display_name": "Python 3"
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "lbdwxvFIekQ1"
+ },
+ "source": [
+ "# Labeling a dataset using BLIP-2\n",
+ "\n",
+ "In this notebook, we will demonstrate how to create a labeled dataset using BLIP-2 and push it to the Hugging Face hub. BLIP-2, which does zero-shot image-to-text generation, was introduced in [BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models](https://arxiv.org/pdf/2301.12597.pdf) by Li, et. al. BLIP-2 bootstraps frozen pre-trained image and LLMs, bridging the modality gap with a Querying Transformer (Q-Former). You can read more about BLIP-2 [here](https://huggingface.co/docs/transformers/v4.28.1/en/model_doc/blip-2).\n",
+ "\n",
+ "Notes:\n",
+ "\n",
+ "* It's advised to run this notebook on a GPU environment, high RAM.\n",
+ "\n",
+ "* This notebook was adapted from [here](https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BLIP-2/Chat_with_BLIP_2_%5Bint8_bitsandbytes%5D.ipynb)."
+ ]
},
- "language_info": {
- "name": "python"
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "xzWfOdMUegig"
+ },
+ "source": [
+ "Run this cell if you have generated a large dataset. It is unnecessary for this toy example."
+ ]
},
- "accelerator": "GPU",
- "gpuClass": "standard",
- "widgets": {
- "application/vnd.jupyter.widget-state+json": {
- "9ee866c462d44af39ab612f7ac72af96": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "VBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "VBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "VBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_fc7cec0b4a8d4a85a5bd318b9698e164",
- "IPY_MODEL_0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
- "IPY_MODEL_2224fee0188240689d6b5d814d7dacc2",
- "IPY_MODEL_31db28a7cb7b4646b2b28ee252f60486"
- ],
- "layout": "IPY_MODEL_5fdc70f275c04f9c82822edc495c46f7"
- }
- },
- "7dd1afbd4fe64e1f85453f49387a6bf7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c78491f5c4354f5a8460855416fabdab",
- "placeholder": "",
- "style": "IPY_MODEL_38874f88530b4eefa4634ccf1e48fb1d",
- "value": "
Copy a token from your Hugging Face\ntokens page and paste it below.
Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. "
- }
- },
- "866a7af4ba204959a584a187f6e4c469": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "PasswordModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "PasswordModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "PasswordView",
- "continuous_update": true,
- "description": "Token:",
- "description_tooltip": null,
- "disabled": false,
- "layout": "IPY_MODEL_9d873176d7b94b3b8e65bc3c79f82bb1",
- "placeholder": "",
- "style": "IPY_MODEL_ce272942821e47b09819c1905f27d6fa",
- "value": ""
- }
- },
- "d3b3dbf67a2d4f4898d3048ef56e3383": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "CheckboxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "CheckboxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "CheckboxView",
- "description": "Add token as git credential?",
- "description_tooltip": null,
- "disabled": false,
- "indent": true,
- "layout": "IPY_MODEL_59546604384345ed9171f955787631c6",
- "style": "IPY_MODEL_afe52ddcf3aa4ba5be97c8e8f8037f55",
- "value": true
- }
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "id": "ZkGvCKBSeZv0"
+ },
+ "outputs": [],
+ "source": [
+ "!apt-get install git-lfs"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "1LsKrTuWLhJM"
+ },
+ "source": [
+ "First, let's install the dependencies."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/"
},
- "e669b34c5c93456480057f969697a11b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ButtonModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ButtonModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ButtonView",
- "button_style": "",
- "description": "Login",
- "disabled": false,
- "icon": "",
- "layout": "IPY_MODEL_09de54500e7e4f3eb1331c9bc2a6000d",
- "style": "IPY_MODEL_04ae0973d4ce48b6957498a532c1b81a",
- "tooltip": ""
- }
+ "id": "MgaqAI5ZeSHx",
+ "outputId": "ab329970-94d2-4211-d951-b3fcbd2b951e"
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m279.7/279.7 kB\u001b[0m \u001b[31m6.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m105.0/105.0 MB\u001b[0m \u001b[31m16.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m536.6/536.6 kB\u001b[0m \u001b[31m49.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m38.3/38.3 MB\u001b[0m \u001b[31m38.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m16.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m19.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
+ "\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
+ "ibis-framework 7.1.0 requires pyarrow<15,>=2, but you have pyarrow 15.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
+ "\u001b[0m"
+ ]
+ }
+ ],
+ "source": [
+ "!pip install -q accelerate bitsandbytes datasets huggingface_hub"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "8d4WLerBBuQ_"
+ },
+ "source": [
+ "Let's log into the Hugging Face hub with our \"WRITE\" access token."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 177,
+ "referenced_widgets": [
+ "9ee866c462d44af39ab612f7ac72af96",
+ "7dd1afbd4fe64e1f85453f49387a6bf7",
+ "866a7af4ba204959a584a187f6e4c469",
+ "d3b3dbf67a2d4f4898d3048ef56e3383",
+ "e669b34c5c93456480057f969697a11b",
+ "befd511a0ec342d5afb48601fc09b864",
+ "5fdc70f275c04f9c82822edc495c46f7",
+ "c78491f5c4354f5a8460855416fabdab",
+ "38874f88530b4eefa4634ccf1e48fb1d",
+ "9d873176d7b94b3b8e65bc3c79f82bb1",
+ "ce272942821e47b09819c1905f27d6fa",
+ "59546604384345ed9171f955787631c6",
+ "afe52ddcf3aa4ba5be97c8e8f8037f55",
+ "09de54500e7e4f3eb1331c9bc2a6000d",
+ "04ae0973d4ce48b6957498a532c1b81a",
+ "2365b71d65bf4d979fc4f67ecaf9d45f",
+ "130ec764e59845cf96f987d6a31727d1",
+ "c81ffefc2912438ea586293aa33ddecf",
+ "89fe4838108d431ba30ea3f8ae7a1b08",
+ "ea01e4f9644c4a4dac13d92c929d6e75",
+ "fc7cec0b4a8d4a85a5bd318b9698e164",
+ "0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
+ "2224fee0188240689d6b5d814d7dacc2",
+ "31db28a7cb7b4646b2b28ee252f60486",
+ "1a0fadad34634e588ae4d2166696708f",
+ "e7df87a342214d31804a31ca8f1bf215",
+ "7acfc9c7813d4c52a3f9c50a9423c8ed",
+ "0a538d76dadc42b99caeaf29140ea0c2",
+ "6ad379bde3d0421ca96bc0648542036e",
+ "34abc680c43c44948d6ca6ac2ffc5967",
+ "4e62e13337ee4523abe7ff3a556f4a13",
+ "9810977a11fc4abdb025eb13564632c4"
+ ]
},
- "befd511a0ec342d5afb48601fc09b864": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_2365b71d65bf4d979fc4f67ecaf9d45f",
- "placeholder": "",
- "style": "IPY_MODEL_130ec764e59845cf96f987d6a31727d1",
- "value": "\nPro Tip: If you don't already have one, you can create a dedicated\n'notebooks' token with 'write' access, that you can then easily reuse for all\nnotebooks. "
- }
- },
- "5fdc70f275c04f9c82822edc495c46f7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": "center",
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": "flex",
- "flex": null,
- "flex_flow": "column",
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": "50%"
- }
- },
- "c78491f5c4354f5a8460855416fabdab": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "38874f88530b4eefa4634ccf1e48fb1d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "9d873176d7b94b3b8e65bc3c79f82bb1": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ce272942821e47b09819c1905f27d6fa": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "59546604384345ed9171f955787631c6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "afe52ddcf3aa4ba5be97c8e8f8037f55": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "09de54500e7e4f3eb1331c9bc2a6000d": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "04ae0973d4ce48b6957498a532c1b81a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ButtonStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ButtonStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "button_color": null,
- "font_weight": ""
- }
- },
- "2365b71d65bf4d979fc4f67ecaf9d45f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "130ec764e59845cf96f987d6a31727d1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "c81ffefc2912438ea586293aa33ddecf": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_89fe4838108d431ba30ea3f8ae7a1b08",
- "placeholder": "",
- "style": "IPY_MODEL_ea01e4f9644c4a4dac13d92c929d6e75",
- "value": "Connecting..."
- }
- },
- "89fe4838108d431ba30ea3f8ae7a1b08": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ea01e4f9644c4a4dac13d92c929d6e75": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "fc7cec0b4a8d4a85a5bd318b9698e164": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_1a0fadad34634e588ae4d2166696708f",
- "placeholder": "",
- "style": "IPY_MODEL_e7df87a342214d31804a31ca8f1bf215",
- "value": "Token is valid (permission: write)."
- }
- },
- "0cb0e0f7004c4f1cb20b1f85a2fe9b2b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7acfc9c7813d4c52a3f9c50a9423c8ed",
- "placeholder": "",
- "style": "IPY_MODEL_0a538d76dadc42b99caeaf29140ea0c2",
- "value": "Your token has been saved in your configured git credential helpers (store)."
- }
- },
- "2224fee0188240689d6b5d814d7dacc2": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_6ad379bde3d0421ca96bc0648542036e",
- "placeholder": "",
- "style": "IPY_MODEL_34abc680c43c44948d6ca6ac2ffc5967",
- "value": "Your token has been saved to /root/.cache/huggingface/token"
- }
- },
- "31db28a7cb7b4646b2b28ee252f60486": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "LabelModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "LabelModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "LabelView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_4e62e13337ee4523abe7ff3a556f4a13",
- "placeholder": "",
- "style": "IPY_MODEL_9810977a11fc4abdb025eb13564632c4",
- "value": "Login successful"
- }
- },
- "1a0fadad34634e588ae4d2166696708f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e7df87a342214d31804a31ca8f1bf215": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "7acfc9c7813d4c52a3f9c50a9423c8ed": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "0a538d76dadc42b99caeaf29140ea0c2": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "6ad379bde3d0421ca96bc0648542036e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "34abc680c43c44948d6ca6ac2ffc5967": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "4e62e13337ee4523abe7ff3a556f4a13": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9810977a11fc4abdb025eb13564632c4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "610e76cde4ec4b498c2b615cd1a9e356": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_d38b6eae9c764b76940012e745777096",
- "IPY_MODEL_0ccc38e673c3482db791e653aecd8a7e",
- "IPY_MODEL_f92f8a42e6ed499bba4567bb99e979bd"
- ],
- "layout": "IPY_MODEL_fe2748c1f4f54f52ad0ed2123d8710a2"
- }
- },
- "d38b6eae9c764b76940012e745777096": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d51ebc6f2e224939a9ac06966989385c",
- "placeholder": "",
- "style": "IPY_MODEL_fe615bf8e5a84caa8ea67bd20613ff03",
- "value": "Generating train split: "
- }
- },
- "0ccc38e673c3482db791e653aecd8a7e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_b13979df5f5c49779b1623b0059d03e5",
- "max": 1,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_370fd4ea52d14911ac9e2342d7650323",
- "value": 1
- }
- },
- "f92f8a42e6ed499bba4567bb99e979bd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d8d4c445c5dd41e3802599cbbb94feac",
- "placeholder": "",
- "style": "IPY_MODEL_aeb1353ebebf496bbca23174930fc7da",
- "value": " 10/0 [03:30<00:00, 13.57s/ examples]"
- }
- },
- "fe2748c1f4f54f52ad0ed2123d8710a2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "d51ebc6f2e224939a9ac06966989385c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "fe615bf8e5a84caa8ea67bd20613ff03": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b13979df5f5c49779b1623b0059d03e5": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": "20px"
- }
- },
- "370fd4ea52d14911ac9e2342d7650323": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "d8d4c445c5dd41e3802599cbbb94feac": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "aeb1353ebebf496bbca23174930fc7da": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8ee2099620f5444cba4b8b52f3a2e397": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4e0534c45c77436ba8647133186db23e",
- "IPY_MODEL_3b7f2af1e09747c9b7df4432d5421a51",
- "IPY_MODEL_7348967b5ec649868b024f574a300814"
- ],
- "layout": "IPY_MODEL_c0d283b528be4b42a7080b35f086eb13"
- }
- },
- "4e0534c45c77436ba8647133186db23e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_90af9c9418a144b99bbbeb25bc7b05fb",
- "placeholder": "",
- "style": "IPY_MODEL_634717697f254912aecf1e1ac7f5ccfc",
- "value": "preprocessor_config.json: 100%"
- }
- },
- "3b7f2af1e09747c9b7df4432d5421a51": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_97ac27aa02a1485dae671c91c7b101ad",
- "max": 432,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_76921ded448c4269a525df3c6fc2dc98",
- "value": 432
- }
- },
- "7348967b5ec649868b024f574a300814": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c6d506d0e325419b84a56da982eada46",
- "placeholder": "",
- "style": "IPY_MODEL_b7a6186509744a15a8d0758c4d419767",
- "value": " 432/432 [00:00<00:00, 36.4kB/s]"
- }
- },
- "c0d283b528be4b42a7080b35f086eb13": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "90af9c9418a144b99bbbeb25bc7b05fb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "634717697f254912aecf1e1ac7f5ccfc": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "97ac27aa02a1485dae671c91c7b101ad": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "76921ded448c4269a525df3c6fc2dc98": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "c6d506d0e325419b84a56da982eada46": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b7a6186509744a15a8d0758c4d419767": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "05f31967e20b4b23bd9f2bc6ad8fb501": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_8675f33687dc4f89915ac961a23aee85",
- "IPY_MODEL_b3f304be5d0c4e77bb59b1dfeff66a01",
- "IPY_MODEL_bc05ccdffc3f47128d83b91b4ab3f534"
- ],
- "layout": "IPY_MODEL_a4762360b370409ab5d4d698ca33ca15"
- }
- },
- "8675f33687dc4f89915ac961a23aee85": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_b6a5b114afef4503b80f99910fd16a76",
- "placeholder": "",
- "style": "IPY_MODEL_c699c67c7a734a40819eea801807e22c",
- "value": "tokenizer_config.json: 100%"
- }
- },
- "b3f304be5d0c4e77bb59b1dfeff66a01": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e7748b74773a4727afd8802dbde3f50e",
- "max": 904,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_95d3b2b470194475a9ec266b5d3df42b",
- "value": 904
- }
- },
- "bc05ccdffc3f47128d83b91b4ab3f534": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_1c695350d9484f20a1be6a0cc9dca6d0",
- "placeholder": "",
- "style": "IPY_MODEL_b336a7c802664aecb9e56f5d9a175f04",
- "value": " 904/904 [00:00<00:00, 76.1kB/s]"
- }
- },
- "a4762360b370409ab5d4d698ca33ca15": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b6a5b114afef4503b80f99910fd16a76": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c699c67c7a734a40819eea801807e22c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "e7748b74773a4727afd8802dbde3f50e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "95d3b2b470194475a9ec266b5d3df42b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "1c695350d9484f20a1be6a0cc9dca6d0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b336a7c802664aecb9e56f5d9a175f04": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "25fc3c929cfd4810b25e7209ca0f04a9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_ae257eec4efa48b3a51d7f1ffd55b5e9",
- "IPY_MODEL_9e90cc59d2ad447a8ce587adbc52756d",
- "IPY_MODEL_da4204e4afd344a8998748e0ff3ebc93"
- ],
- "layout": "IPY_MODEL_bafff56ece624bb2b4c81f8d8af0fc49"
- }
- },
- "ae257eec4efa48b3a51d7f1ffd55b5e9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c633ecdda5df4bd28e2f2cf114f53085",
- "placeholder": "",
- "style": "IPY_MODEL_fd639594cfc948979f805702f23884e1",
- "value": "vocab.json: 100%"
- }
- },
- "9e90cc59d2ad447a8ce587adbc52756d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8ca07c9a00274aaf86f0c45101686f07",
- "max": 798293,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_1b434ed0991e4e88b7ef5cacca7e99ac",
- "value": 798293
- }
- },
- "da4204e4afd344a8998748e0ff3ebc93": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_91fb3275b64f4ac0b1eae4acf5544fa3",
- "placeholder": "",
- "style": "IPY_MODEL_42da27d805274c18bc9ce257637f19db",
- "value": " 798k/798k [00:00<00:00, 6.17MB/s]"
- }
- },
- "bafff56ece624bb2b4c81f8d8af0fc49": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c633ecdda5df4bd28e2f2cf114f53085": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "fd639594cfc948979f805702f23884e1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8ca07c9a00274aaf86f0c45101686f07": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1b434ed0991e4e88b7ef5cacca7e99ac": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "91fb3275b64f4ac0b1eae4acf5544fa3": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "42da27d805274c18bc9ce257637f19db": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "99ed588c8e4a4f1285452901e4f7967d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_eda1b11057d545b1812b808e33e66717",
- "IPY_MODEL_b7a2b726ee1c4691879e16bbf50261fd",
- "IPY_MODEL_da5ec02d79d54c0db294f428bee9f56b"
- ],
- "layout": "IPY_MODEL_c6e61c15964543aa8279e1030c32e903"
- }
- },
- "eda1b11057d545b1812b808e33e66717": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c5ca0f2eb83f4ef78055d87e4d8be862",
- "placeholder": "",
- "style": "IPY_MODEL_47959832ab74455c8a039b90b4170543",
- "value": "merges.txt: 100%"
- }
- },
- "b7a2b726ee1c4691879e16bbf50261fd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8004b62ca7b84dc786a556d94caee03a",
- "max": 456356,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_a24c57e1bb624b279b4f709ec1763cc8",
- "value": 456356
- }
- },
- "da5ec02d79d54c0db294f428bee9f56b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_2de50c022cf34ac4b5c0de6da6e71045",
- "placeholder": "",
- "style": "IPY_MODEL_978bdef85a704fcebf2f0963b6e6755b",
- "value": " 456k/456k [00:00<00:00, 2.39MB/s]"
- }
- },
- "c6e61c15964543aa8279e1030c32e903": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c5ca0f2eb83f4ef78055d87e4d8be862": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "47959832ab74455c8a039b90b4170543": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8004b62ca7b84dc786a556d94caee03a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "a24c57e1bb624b279b4f709ec1763cc8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "2de50c022cf34ac4b5c0de6da6e71045": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "978bdef85a704fcebf2f0963b6e6755b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b27991f72755468ab3a88eefab7a8bfb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_ae208444d467487ca70ea5fc5b27f32b",
- "IPY_MODEL_cbf0b27ca4a8476cbcc833d78b726ec0",
- "IPY_MODEL_db876fcddb8b42279272a3d6cab0a57b"
- ],
- "layout": "IPY_MODEL_18b588159ec64d218d9603c46f2778b9"
- }
- },
- "ae208444d467487ca70ea5fc5b27f32b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_b10a3960ae224209b8e8ce1fcd5983b0",
- "placeholder": "",
- "style": "IPY_MODEL_8744fdad56c54247a39463f36f84d9ed",
- "value": "tokenizer.json: 100%"
- }
- },
- "cbf0b27ca4a8476cbcc833d78b726ec0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_450dffe3b8844c3aae9a6f1de06525c4",
- "max": 2108602,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_363e5fb6ffea46b894faa485483171b3",
- "value": 2108602
- }
- },
- "db876fcddb8b42279272a3d6cab0a57b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8430b84a294e4ba8920a4a281e99e13b",
- "placeholder": "",
- "style": "IPY_MODEL_699915d6a1a6463694d095358489a0ab",
- "value": " 2.11M/2.11M [00:00<00:00, 6.82MB/s]"
- }
- },
- "18b588159ec64d218d9603c46f2778b9": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b10a3960ae224209b8e8ce1fcd5983b0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8744fdad56c54247a39463f36f84d9ed": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "450dffe3b8844c3aae9a6f1de06525c4": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "363e5fb6ffea46b894faa485483171b3": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "8430b84a294e4ba8920a4a281e99e13b": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "699915d6a1a6463694d095358489a0ab": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "cbe40c78b50d4428bb30c321418cdb94": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4419240b80e84aff87b1dbe074661654",
- "IPY_MODEL_6701ab5f53984824a4b0198ce0884d55",
- "IPY_MODEL_730b162089604faa8951f41922d25c2b"
- ],
- "layout": "IPY_MODEL_25fd64ab2af541ff83a00de90207ebac"
- }
- },
- "4419240b80e84aff87b1dbe074661654": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8f94c0f1621c44a791f775f82ff3d5f8",
- "placeholder": "",
- "style": "IPY_MODEL_ad1f3f227d23418f90d40e1df49042b5",
- "value": "special_tokens_map.json: 100%"
- }
- },
- "6701ab5f53984824a4b0198ce0884d55": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e899463514c444628cb1f01848530d7f",
- "max": 548,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b0981cc1230543ae84c203fc1017b43d",
- "value": 548
- }
- },
- "730b162089604faa8951f41922d25c2b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_6297d49c5f1f46f7ad4ef7607f8e104c",
- "placeholder": "",
- "style": "IPY_MODEL_db7337ada95547d18e5b5c09257e6d65",
- "value": " 548/548 [00:00<00:00, 55.6kB/s]"
- }
- },
- "25fd64ab2af541ff83a00de90207ebac": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8f94c0f1621c44a791f775f82ff3d5f8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ad1f3f227d23418f90d40e1df49042b5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "e899463514c444628cb1f01848530d7f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b0981cc1230543ae84c203fc1017b43d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "6297d49c5f1f46f7ad4ef7607f8e104c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "db7337ada95547d18e5b5c09257e6d65": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "cb7d923b62834f2c95789a8f58a32fa5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_623270261d5a4553892af3a61021094f",
- "IPY_MODEL_21bd78ff953547fd8878be25374b0024",
- "IPY_MODEL_e08123b792fd4416b041bd47c75dad9a"
- ],
- "layout": "IPY_MODEL_bec9e8fd5ed54c51b98db24acd9ae90a"
- }
- },
- "623270261d5a4553892af3a61021094f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_843bd2c8055d4aadad6703971fdd5c7a",
- "placeholder": "",
- "style": "IPY_MODEL_e080f697a4c844b4860274536d856ad1",
- "value": "config.json: 100%"
- }
- },
- "21bd78ff953547fd8878be25374b0024": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ee29a53b521d4a789d80f11a6e9a9e75",
- "max": 6962,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_3039e9d19c914799938c0f753703d4c8",
- "value": 6962
- }
- },
- "e08123b792fd4416b041bd47c75dad9a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e08e5937e9d44509bb791ab7e9ed2c95",
- "placeholder": "",
- "style": "IPY_MODEL_4e9e286f63924425917b162515df16fb",
- "value": " 6.96k/6.96k [00:00<00:00, 636kB/s]"
- }
- },
- "bec9e8fd5ed54c51b98db24acd9ae90a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "843bd2c8055d4aadad6703971fdd5c7a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e080f697a4c844b4860274536d856ad1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ee29a53b521d4a789d80f11a6e9a9e75": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "3039e9d19c914799938c0f753703d4c8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "e08e5937e9d44509bb791ab7e9ed2c95": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4e9e286f63924425917b162515df16fb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b794abae4ce349ec9652d243f9d365df": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_affbe68a0da142118caa5ff65bb94a4d",
- "IPY_MODEL_1c12101d09c44db7bba3603bf4bc546a",
- "IPY_MODEL_f5c32c87433a4bafb78c72953a63f122"
- ],
- "layout": "IPY_MODEL_4f6c8f22e8c04f0fbebb1d1af60866fd"
- }
- },
- "affbe68a0da142118caa5ff65bb94a4d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f5050ad49b8b4238a5cf0fbd0bd5fea4",
- "placeholder": "",
- "style": "IPY_MODEL_22ff628b6188400d915bd8b6b466cf23",
- "value": "pytorch_model.bin.index.json: 100%"
- }
- },
- "1c12101d09c44db7bba3603bf4bc546a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_55314ab533bb4ae08fbf8a8436122bd3",
- "max": 121727,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b004c548216c47c8bf55257d55f8db6d",
- "value": 121727
- }
- },
- "f5c32c87433a4bafb78c72953a63f122": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_4eaae4ed19524fe38eb636067b5527f1",
- "placeholder": "",
- "style": "IPY_MODEL_db4e76af343a4896836a0253c4f11231",
- "value": " 122k/122k [00:00<00:00, 975kB/s]"
- }
- },
- "4f6c8f22e8c04f0fbebb1d1af60866fd": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "f5050ad49b8b4238a5cf0fbd0bd5fea4": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "22ff628b6188400d915bd8b6b466cf23": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "55314ab533bb4ae08fbf8a8436122bd3": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b004c548216c47c8bf55257d55f8db6d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "4eaae4ed19524fe38eb636067b5527f1": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "db4e76af343a4896836a0253c4f11231": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "4e0bee88b2ba48e9a2f7f759d799d76a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_3c52cfed6f9940bd884207b494a8ab65",
- "IPY_MODEL_1f4745d593af4b549ba8053f0ac53afd",
- "IPY_MODEL_f352eb7677ca46e7ab42e2a6ad502ca1"
- ],
- "layout": "IPY_MODEL_a113c5163335436285572f38aa1aac96"
- }
- },
- "3c52cfed6f9940bd884207b494a8ab65": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_4cab60d0cc7f42fe99a342eadc4e557a",
- "placeholder": "",
- "style": "IPY_MODEL_1556499664104d2280e85e4b4745410f",
- "value": "Downloading shards: 100%"
- }
- },
- "1f4745d593af4b549ba8053f0ac53afd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ffd0140727c84c14adcb17404b8e7416",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_12013dc3aea4448db694f438db57c2ce",
- "value": 2
- }
- },
- "f352eb7677ca46e7ab42e2a6ad502ca1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_408e3e77ee934d659352be18fc3e2eb5",
- "placeholder": "",
- "style": "IPY_MODEL_6c4b4fdb70144d2c8540f8e2f7e43d87",
- "value": " 2/2 [01:00<00:00, 28.79s/it]"
- }
- },
- "a113c5163335436285572f38aa1aac96": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4cab60d0cc7f42fe99a342eadc4e557a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1556499664104d2280e85e4b4745410f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ffd0140727c84c14adcb17404b8e7416": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "12013dc3aea4448db694f438db57c2ce": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "408e3e77ee934d659352be18fc3e2eb5": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6c4b4fdb70144d2c8540f8e2f7e43d87": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f05a02d4b35d41b79aec61232eafad10": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_d6bf1ab3d49e4a2bb5f6bfe1f7448cf8",
- "IPY_MODEL_1fc843b02dae4e9ebd01cc0eccd096d9",
- "IPY_MODEL_b009035b4ec7442b8b1c803455d0d495"
- ],
- "layout": "IPY_MODEL_764c85e71c364f35bed063d4c7b0d9ea"
- }
- },
- "d6bf1ab3d49e4a2bb5f6bfe1f7448cf8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7493cfcf9c9e4295b778c5f0755f84b0",
- "placeholder": "",
- "style": "IPY_MODEL_4b612637cdbd47efaaf10451a17753c9",
- "value": "pytorch_model-00001-of-00002.bin: 100%"
- }
- },
- "1fc843b02dae4e9ebd01cc0eccd096d9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f19941801a5746bc948c6fee09e0c6fa",
- "max": 9996239804,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_7e4b360fa098414497e5af8d4b0671f8",
- "value": 9996239804
- }
- },
- "b009035b4ec7442b8b1c803455d0d495": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_0db61e19362749bca78869549ca2f009",
- "placeholder": "",
- "style": "IPY_MODEL_85723a676f784719ac9a5346e4260f01",
- "value": " 10.0G/10.0G [00:39<00:00, 237MB/s]"
- }
- },
- "764c85e71c364f35bed063d4c7b0d9ea": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "7493cfcf9c9e4295b778c5f0755f84b0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4b612637cdbd47efaaf10451a17753c9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f19941801a5746bc948c6fee09e0c6fa": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "7e4b360fa098414497e5af8d4b0671f8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "0db61e19362749bca78869549ca2f009": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "85723a676f784719ac9a5346e4260f01": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "77a82f8ba60842938890e2f8041a55ed": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_c61b5bd596e34187a722f9c1bd25f9c6",
- "IPY_MODEL_dbc1566dee1743a3a9fb53dda2e57d30",
- "IPY_MODEL_11134024b96a4de48f254876f803884f"
- ],
- "layout": "IPY_MODEL_70b92a5ccbf0408695ca2f0145c84fb2"
- }
- },
- "c61b5bd596e34187a722f9c1bd25f9c6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_21e3e40e1f704fc4b5f192984a488ca9",
- "placeholder": "",
- "style": "IPY_MODEL_c526750ee2124994980a5245181dcf9d",
- "value": "pytorch_model-00002-of-00002.bin: 100%"
- }
- },
- "dbc1566dee1743a3a9fb53dda2e57d30": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_16e503d3250b4b34898fb70bf1ce2f58",
- "max": 5497724774,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_29151d7a1273499c8b5e3daa5c60d1a9",
- "value": 5497724774
- }
- },
- "11134024b96a4de48f254876f803884f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_eac6a8564bc84bd0ab01c9363e2f17fb",
- "placeholder": "",
- "style": "IPY_MODEL_9614b7daa88c4f818f1cb5e1a79bfc96",
- "value": " 5.50G/5.50G [00:21<00:00, 264MB/s]"
- }
- },
- "70b92a5ccbf0408695ca2f0145c84fb2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "21e3e40e1f704fc4b5f192984a488ca9": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c526750ee2124994980a5245181dcf9d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "16e503d3250b4b34898fb70bf1ce2f58": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "29151d7a1273499c8b5e3daa5c60d1a9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "eac6a8564bc84bd0ab01c9363e2f17fb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9614b7daa88c4f818f1cb5e1a79bfc96": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "10850975bc36435880210504a2651c0e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_93bd6a8d8ca64fca8a99d1d422f09780",
- "IPY_MODEL_08818f31d87243cfa2bf5d3a42559b05",
- "IPY_MODEL_64f53bfe6cea439786eeea737c51afd2"
- ],
- "layout": "IPY_MODEL_22c1ac2ad81d4622a5481e813d6b53f6"
- }
- },
- "93bd6a8d8ca64fca8a99d1d422f09780": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_89f2f506d3cc41fd9d44b2c7f7dae065",
- "placeholder": "",
- "style": "IPY_MODEL_ae2702c94b4d43bcb223c0956c6c69ae",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "08818f31d87243cfa2bf5d3a42559b05": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_798c6eddd2824040877d87cb32165a2c",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_724b65918cbf424a8a9fc31f91c8e4e4",
- "value": 2
- }
- },
- "64f53bfe6cea439786eeea737c51afd2": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_aa60cb8246a3472caf8056d3f81dc019",
- "placeholder": "",
- "style": "IPY_MODEL_e23e2dbd84f042f5baa881ef700b0b47",
- "value": " 2/2 [00:13<00:00, 6.50s/it]"
- }
- },
- "22c1ac2ad81d4622a5481e813d6b53f6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "89f2f506d3cc41fd9d44b2c7f7dae065": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ae2702c94b4d43bcb223c0956c6c69ae": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "798c6eddd2824040877d87cb32165a2c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "724b65918cbf424a8a9fc31f91c8e4e4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "aa60cb8246a3472caf8056d3f81dc019": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e23e2dbd84f042f5baa881ef700b0b47": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "084af67a58034a63896ca5f1f4fa5bd6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_376f36868bfd49a4a2920a54faac7b85",
- "IPY_MODEL_11815075e1b440128d0911117db3054e",
- "IPY_MODEL_5fbade3064704df89c6af805369d0967"
- ],
- "layout": "IPY_MODEL_d7444598c5bb43d7888dd56b47872933"
- }
- },
- "376f36868bfd49a4a2920a54faac7b85": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_3016561984a9479b8c81069e43fc52a8",
- "placeholder": "",
- "style": "IPY_MODEL_2343588b39e1444bafd26c4de32b1bd7",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "11815075e1b440128d0911117db3054e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_e46c674ded2147c4ab25ef31b3d72243",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_346b4da4ccc54263a0bcb66701835126",
- "value": 2
- }
- },
- "5fbade3064704df89c6af805369d0967": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_2e75f9cc9f0e4f5b8871e7db4eaada5e",
- "placeholder": "",
- "style": "IPY_MODEL_1932882e9b7f474893e3682ab5732b77",
- "value": " 2/2 [00:12<00:00, 5.74s/it]"
- }
- },
- "d7444598c5bb43d7888dd56b47872933": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "3016561984a9479b8c81069e43fc52a8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "2343588b39e1444bafd26c4de32b1bd7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "e46c674ded2147c4ab25ef31b3d72243": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "346b4da4ccc54263a0bcb66701835126": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "2e75f9cc9f0e4f5b8871e7db4eaada5e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1932882e9b7f474893e3682ab5732b77": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "eaf3b897b6114723ade4d30fa6fd20c0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_cabee12abca44c5092ad1bff8daf5884",
- "IPY_MODEL_1e3f1670bc86468fbc895e11ac00c369",
- "IPY_MODEL_55e5253f9ec1448f8fff614fab8ef58a"
- ],
- "layout": "IPY_MODEL_08d286521e47403888aac5fb9bd31d79"
- }
- },
- "cabee12abca44c5092ad1bff8daf5884": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_981b83c486db43a59f50d786f2d3992e",
- "placeholder": "",
- "style": "IPY_MODEL_e841c527d9714a06920eb329e9c23987",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "1e3f1670bc86468fbc895e11ac00c369": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f4d49e11f39e4290af4a6cfb43d7bb12",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_438c4926364647edae3d3777ff70258b",
- "value": 2
- }
- },
- "55e5253f9ec1448f8fff614fab8ef58a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_916e61cfbb674955bd889292c5b5acaa",
- "placeholder": "",
- "style": "IPY_MODEL_2d6ae87384e04f408f3241f709ba6294",
- "value": " 2/2 [00:08<00:00, 4.11s/it]"
- }
- },
- "08d286521e47403888aac5fb9bd31d79": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "981b83c486db43a59f50d786f2d3992e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "e841c527d9714a06920eb329e9c23987": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f4d49e11f39e4290af4a6cfb43d7bb12": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "438c4926364647edae3d3777ff70258b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "916e61cfbb674955bd889292c5b5acaa": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "2d6ae87384e04f408f3241f709ba6294": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "dbb0fd5e9a1b47aebb92c120813e94b1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_f94d1a31942944faa21d2c186d2ed323",
- "IPY_MODEL_e024623add4b46558a59aa41677d19d8",
- "IPY_MODEL_706d1614c2004e40a4e8c55a4980d046"
- ],
- "layout": "IPY_MODEL_aa1211e352a64205bd2fc8366cb5801c"
- }
- },
- "f94d1a31942944faa21d2c186d2ed323": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c190ace31d1942b381c4cf2657a6dc8e",
- "placeholder": "",
- "style": "IPY_MODEL_6b532a7e84c74ccca988ce1973b0c9c8",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "e024623add4b46558a59aa41677d19d8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_154cfe333be248c9886fea63c92b16c0",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_f8254e8aa1cf4dfdbeac693be4f34bd1",
- "value": 2
- }
- },
- "706d1614c2004e40a4e8c55a4980d046": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_26973dd8a1df43faba9b9530ab393cc8",
- "placeholder": "",
- "style": "IPY_MODEL_69a5b7e04618406eb9fb181c3c5fec27",
- "value": " 2/2 [00:08<00:00, 3.94s/it]"
- }
- },
- "aa1211e352a64205bd2fc8366cb5801c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c190ace31d1942b381c4cf2657a6dc8e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6b532a7e84c74ccca988ce1973b0c9c8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "154cfe333be248c9886fea63c92b16c0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "f8254e8aa1cf4dfdbeac693be4f34bd1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "26973dd8a1df43faba9b9530ab393cc8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "69a5b7e04618406eb9fb181c3c5fec27": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "fa150b512102496496de9fe739489e2d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_e84f4ce5ee8747acb9bb0234d065d9e6",
- "IPY_MODEL_826564aa51eb45a699fb61b405843520",
- "IPY_MODEL_69519f831058496e9ec45ce7a05913cd"
- ],
- "layout": "IPY_MODEL_dbe318d55f76454186ee574afe6e9ba8"
- }
- },
- "e84f4ce5ee8747acb9bb0234d065d9e6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8685cea1714d447c8aef8d698924296f",
- "placeholder": "",
- "style": "IPY_MODEL_736aa3385bd940d89821cc41258ef15c",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "826564aa51eb45a699fb61b405843520": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_27cf5d27f8154c839c9942c90d3c7851",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b15f27aaa6214d10a0756bfb6bc755d8",
- "value": 2
- }
- },
- "69519f831058496e9ec45ce7a05913cd": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_285acbd461e74ef581be341b24f01467",
- "placeholder": "",
- "style": "IPY_MODEL_555d48ec6f5043b6ae7c8c90c2275c98",
- "value": " 2/2 [00:07<00:00, 3.70s/it]"
- }
- },
- "dbe318d55f76454186ee574afe6e9ba8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8685cea1714d447c8aef8d698924296f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "736aa3385bd940d89821cc41258ef15c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "27cf5d27f8154c839c9942c90d3c7851": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b15f27aaa6214d10a0756bfb6bc755d8": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "285acbd461e74ef581be341b24f01467": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "555d48ec6f5043b6ae7c8c90c2275c98": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "35ef2830e80249fd94df3f7317d05e17": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_0900600eb3804a1a843dbd7c0756b9df",
- "IPY_MODEL_d8c3686f54c447bfa390a952053d6493",
- "IPY_MODEL_d291af65aef34f7aac3ffeaa8a237e5c"
- ],
- "layout": "IPY_MODEL_1158cb0eebd7415690c133454766a894"
- }
- },
- "0900600eb3804a1a843dbd7c0756b9df": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_de6850dc0bd240929fb100e2b659e563",
- "placeholder": "",
- "style": "IPY_MODEL_77d3ae52bb4546768c0014f3476e5d22",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "d8c3686f54c447bfa390a952053d6493": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f957c7e6115546438128904400da540f",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_2fe277adb64e477fa5794df810c2e982",
- "value": 2
- }
- },
- "d291af65aef34f7aac3ffeaa8a237e5c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_9cc16e730ff149b98cfea50414b473b1",
- "placeholder": "",
- "style": "IPY_MODEL_98357fbb15954047b61a353a0cf0fcbb",
- "value": " 2/2 [00:09<00:00, 4.33s/it]"
- }
- },
- "1158cb0eebd7415690c133454766a894": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "de6850dc0bd240929fb100e2b659e563": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "77d3ae52bb4546768c0014f3476e5d22": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f957c7e6115546438128904400da540f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "2fe277adb64e477fa5794df810c2e982": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "9cc16e730ff149b98cfea50414b473b1": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "98357fbb15954047b61a353a0cf0fcbb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "9038532b375240739f8d99714276a53f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4d94cb170a954b5ea8116755c1e336ff",
- "IPY_MODEL_a63574eaf64b463f88d8bb53669d5f05",
- "IPY_MODEL_1b729673faf5411a95fb8d5591dcac9d"
- ],
- "layout": "IPY_MODEL_e3dda309b0dc4571a91640e8cfad082e"
- }
- },
- "4d94cb170a954b5ea8116755c1e336ff": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_eee75ea40f4744d991a2a460b0bfca08",
- "placeholder": "",
- "style": "IPY_MODEL_9bf6d675468e45508ea821f40b3db739",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "a63574eaf64b463f88d8bb53669d5f05": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_066aa78f1d8049cc9fc006ebf4f4c381",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_68cce443d69b411c974b71a0bbf9ce4a",
- "value": 2
- }
- },
- "1b729673faf5411a95fb8d5591dcac9d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_0cde01ad21ad4545b28eb8762c70a683",
- "placeholder": "",
- "style": "IPY_MODEL_8c59ed1dd7394b89a57d8cabf3ee39d0",
- "value": " 2/2 [00:07<00:00, 3.56s/it]"
- }
- },
- "e3dda309b0dc4571a91640e8cfad082e": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "eee75ea40f4744d991a2a460b0bfca08": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9bf6d675468e45508ea821f40b3db739": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "066aa78f1d8049cc9fc006ebf4f4c381": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "68cce443d69b411c974b71a0bbf9ce4a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "0cde01ad21ad4545b28eb8762c70a683": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "8c59ed1dd7394b89a57d8cabf3ee39d0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "c11616842b874d3199980efc149409d9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_85dae311696b486499fef77276ba33b5",
- "IPY_MODEL_0fe6733492ad476d982289a26129dd30",
- "IPY_MODEL_ea63100ca1fd47ed868316cbb9f0fb14"
- ],
- "layout": "IPY_MODEL_c9e936fe383c429db25fbfc3fb925352"
- }
- },
- "85dae311696b486499fef77276ba33b5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ed821654d3684132a2c28fa5e3b4b2cf",
- "placeholder": "",
- "style": "IPY_MODEL_5532f757e9d742a181c4f5ed9d973d2e",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "0fe6733492ad476d982289a26129dd30": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7c9d7c0839d047e4909bc3021ba50377",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_c3df65a004304ca49044b27c23c0f2d6",
- "value": 2
- }
- },
- "ea63100ca1fd47ed868316cbb9f0fb14": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_1f7ceedccbc247c59e64294510661775",
- "placeholder": "",
- "style": "IPY_MODEL_9148b3e872e04d95a88e96df8e51200f",
- "value": " 2/2 [00:07<00:00, 3.61s/it]"
- }
- },
- "c9e936fe383c429db25fbfc3fb925352": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "ed821654d3684132a2c28fa5e3b4b2cf": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "5532f757e9d742a181c4f5ed9d973d2e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "7c9d7c0839d047e4909bc3021ba50377": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c3df65a004304ca49044b27c23c0f2d6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "1f7ceedccbc247c59e64294510661775": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9148b3e872e04d95a88e96df8e51200f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "16fb6722550945f186b533530f79fbd4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_e40e08bcd09040ffb518bf8c4c9ae3ef",
- "IPY_MODEL_58c1519794e949b4bd4e66035613c71b",
- "IPY_MODEL_ed41113229c24ddfa7121c85709e6d25"
- ],
- "layout": "IPY_MODEL_07b888f3d7024d9d9ed0c6380178007f"
- }
- },
- "e40e08bcd09040ffb518bf8c4c9ae3ef": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c6230237eb92483aacb93c39a3d700eb",
- "placeholder": "",
- "style": "IPY_MODEL_c39c8dcdd31c4bf08da2af61c9dec58c",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "58c1519794e949b4bd4e66035613c71b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d6a5ead11c08446bbd11f848facbf3e6",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_a3dc70b34be147c4be67f0c6e373be85",
- "value": 2
- }
- },
- "ed41113229c24ddfa7121c85709e6d25": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_7e05f5defa084a03986d18ac17cf98d5",
- "placeholder": "",
- "style": "IPY_MODEL_69f0cf52ef7346f8a47b2ccb994c8271",
- "value": " 2/2 [00:07<00:00, 3.55s/it]"
- }
- },
- "07b888f3d7024d9d9ed0c6380178007f": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c6230237eb92483aacb93c39a3d700eb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c39c8dcdd31c4bf08da2af61c9dec58c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "d6a5ead11c08446bbd11f848facbf3e6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "a3dc70b34be147c4be67f0c6e373be85": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "7e05f5defa084a03986d18ac17cf98d5": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "69f0cf52ef7346f8a47b2ccb994c8271": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "dc84f39cffce4c829f7db45440a6467a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_ef97224d3291434f90b065cb1a1fa67b",
- "IPY_MODEL_23dec4e71ba9406f8d5f87afbaf59336",
- "IPY_MODEL_8bf9fbfc257742b2813fa4234b7d856f"
- ],
- "layout": "IPY_MODEL_c64ad6ba00084950b5b4c7335265aefb"
- }
- },
- "ef97224d3291434f90b065cb1a1fa67b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_783d5392debd45a3ae741c615316d647",
- "placeholder": "",
- "style": "IPY_MODEL_24675e04bc7445469a5c5165f1d4d25a",
- "value": "Loading checkpoint shards: 100%"
- }
- },
- "23dec4e71ba9406f8d5f87afbaf59336": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_bfe38ef92f0748548c4b30000dbc474c",
- "max": 2,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_b0284f12a01a4af082dd0b6ac4ad970e",
- "value": 2
- }
- },
- "8bf9fbfc257742b2813fa4234b7d856f": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_9987f4bdc79b4f6d81797e9251643e3a",
- "placeholder": "",
- "style": "IPY_MODEL_11f265b2ff9946278d5ab6a549951b29",
- "value": " 2/2 [00:07<00:00, 3.38s/it]"
- }
- },
- "c64ad6ba00084950b5b4c7335265aefb": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "783d5392debd45a3ae741c615316d647": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "24675e04bc7445469a5c5165f1d4d25a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "bfe38ef92f0748548c4b30000dbc474c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b0284f12a01a4af082dd0b6ac4ad970e": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "9987f4bdc79b4f6d81797e9251643e3a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "11f265b2ff9946278d5ab6a549951b29": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f71a4c157d6f4001a1bc774fb562fb0a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_4194055758494ef49a035683e7a6f5f9",
- "IPY_MODEL_05c455f7d040415aa6e74c34b216a8d1",
- "IPY_MODEL_c69f9496846347dfbee4ae1d36da3b74"
- ],
- "layout": "IPY_MODEL_25d4db1bf2b14592acee165d0edacdc9"
- }
- },
- "4194055758494ef49a035683e7a6f5f9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_317a80916ac4425592e90f0c4ef7c6a6",
- "placeholder": "",
- "style": "IPY_MODEL_6c5d6a7680624bd48d69d17469a3c588",
- "value": "Uploading the dataset shards: 100%"
- }
- },
- "05c455f7d040415aa6e74c34b216a8d1": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_f530763594f44424bf4d79f95f56fbb2",
- "max": 1,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_48ba6d59d37c491789c5e6ded81f38d7",
- "value": 1
- }
- },
- "c69f9496846347dfbee4ae1d36da3b74": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c7e04ccc09034cf39e72b61c06d201c8",
- "placeholder": "",
- "style": "IPY_MODEL_939ae16fab044dfd9b83a872934de771",
- "value": " 1/1 [00:00<00:00, 1.03it/s]"
- }
- },
- "25d4db1bf2b14592acee165d0edacdc9": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "317a80916ac4425592e90f0c4ef7c6a6": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6c5d6a7680624bd48d69d17469a3c588": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "f530763594f44424bf4d79f95f56fbb2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "48ba6d59d37c491789c5e6ded81f38d7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "c7e04ccc09034cf39e72b61c06d201c8": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "939ae16fab044dfd9b83a872934de771": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "89563ee1e1b748cba4af7fd6355d27d0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_148db4c011814603b756dba2916cdbd9",
- "IPY_MODEL_b5936d4a996147cfa06346e7df796905",
- "IPY_MODEL_e8780e62b5df408db2ba65d98f95d385"
- ],
- "layout": "IPY_MODEL_5ec9989ac2fa410cb32467d69523415c"
- }
- },
- "148db4c011814603b756dba2916cdbd9": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_c609f92945634664a81f78b413d3e627",
- "placeholder": "",
- "style": "IPY_MODEL_f0d4f9418c3847f897275b0f3f348c82",
- "value": "Map: 100%"
- }
- },
- "b5936d4a996147cfa06346e7df796905": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_5d7142cbd70c4f2982ca10cc8ba2857d",
- "max": 10,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_79566df2fd0b4e77a86d297fe8f40293",
- "value": 10
- }
- },
- "e8780e62b5df408db2ba65d98f95d385": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_95cd580ef12f40e688d33af803bcf32b",
- "placeholder": "",
- "style": "IPY_MODEL_4cb1acf5966b44bdac8746486ee93f0b",
- "value": " 10/10 [00:00<00:00, 484.86 examples/s]"
- }
- },
- "5ec9989ac2fa410cb32467d69523415c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c609f92945634664a81f78b413d3e627": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "f0d4f9418c3847f897275b0f3f348c82": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "5d7142cbd70c4f2982ca10cc8ba2857d": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "79566df2fd0b4e77a86d297fe8f40293": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "95cd580ef12f40e688d33af803bcf32b": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4cb1acf5966b44bdac8746486ee93f0b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "171b3538e1c1428c878cfcd8e1064ccb": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_b5e9d0e078154804930d32fe7a9df105",
- "IPY_MODEL_edb196cd321944c0a586a3565f3c5105",
- "IPY_MODEL_b5281ef0dcfb4ecb9e81a0ad16f48672"
- ],
- "layout": "IPY_MODEL_82d7428428ec4de68f096ef3185b45df"
- }
- },
- "b5e9d0e078154804930d32fe7a9df105": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_bd73242500d546378ae991dba581afe0",
- "placeholder": "",
- "style": "IPY_MODEL_b875de86ca77452ba041255d6adbc721",
- "value": "Creating parquet from Arrow format: 100%"
- }
- },
- "edb196cd321944c0a586a3565f3c5105": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_a743eaf62c1c412ca63dc981eb9a8324",
- "max": 1,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_1712182a7f3a405397de0a19424f5f83",
- "value": 1
- }
- },
- "b5281ef0dcfb4ecb9e81a0ad16f48672": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_a820c4b224964b8fb5e7ba5b3bb0b1f7",
- "placeholder": "",
- "style": "IPY_MODEL_c1f8ad5b9aef427299eedb056cc07613",
- "value": " 1/1 [00:00<00:00, 59.76ba/s]"
- }
- },
- "82d7428428ec4de68f096ef3185b45df": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "bd73242500d546378ae991dba581afe0": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "b875de86ca77452ba041255d6adbc721": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "a743eaf62c1c412ca63dc981eb9a8324": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1712182a7f3a405397de0a19424f5f83": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "a820c4b224964b8fb5e7ba5b3bb0b1f7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "c1f8ad5b9aef427299eedb056cc07613": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "b843e58ad26a4b24a00d14edd6caa11a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_744310f5ce074b05aa2911ff628660b5",
- "IPY_MODEL_1e473974dff04f9b8316bfca8eb50341",
- "IPY_MODEL_4771aa26773a41d690507f22e2a7dfb0"
- ],
- "layout": "IPY_MODEL_c18307ee2b09476e88ff1f07c0dfaf1c"
- }
- },
- "744310f5ce074b05aa2911ff628660b5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_447d6c8c5088457d833de6138b119b8a",
- "placeholder": "",
- "style": "IPY_MODEL_817d66a5949c4e4d9018e03bb8e0d481",
- "value": "README.md: 100%"
- }
- },
- "1e473974dff04f9b8316bfca8eb50341": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_80b0646e9b1d484497256acd6a2e62e7",
- "max": 307,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_0fe53d15fbf7436ebcbf4266476194e7",
- "value": 307
- }
- },
- "4771aa26773a41d690507f22e2a7dfb0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_96b4fd1955d7476e86e3b43399e01b89",
- "placeholder": "",
- "style": "IPY_MODEL_d0329b6157cc453a9497772e9e6afef7",
- "value": " 307/307 [00:00<00:00, 24.1kB/s]"
- }
- },
- "c18307ee2b09476e88ff1f07c0dfaf1c": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "447d6c8c5088457d833de6138b119b8a": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "817d66a5949c4e4d9018e03bb8e0d481": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "80b0646e9b1d484497256acd6a2e62e7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "0fe53d15fbf7436ebcbf4266476194e7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "96b4fd1955d7476e86e3b43399e01b89": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "d0329b6157cc453a9497772e9e6afef7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "a217df2e9a874b37be0212f1a6d76b92": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_db0f8c698abe444c86209a06394c884b",
- "IPY_MODEL_6fce01f4734341668a66196dd13d792d",
- "IPY_MODEL_9d9173cab4b547269aff3c810ad67407"
- ],
- "layout": "IPY_MODEL_31a17c37c45842a4b11ab43e6b83bf39"
- }
- },
- "db0f8c698abe444c86209a06394c884b": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_60cae9cc457843e2b40bda59b37ed341",
- "placeholder": "",
- "style": "IPY_MODEL_86345eb5ffc1474aa49ff5f2e7661aa5",
- "value": "Downloading readme: 100%"
- }
- },
- "6fce01f4734341668a66196dd13d792d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_ce1864c4366043688a1f5a9ba378f598",
- "max": 307,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_83ef85ccebaf47ada1fe5e77118fbe7a",
- "value": 307
- }
- },
- "9d9173cab4b547269aff3c810ad67407": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_3b3f09d891c34ebaadd93ec35ba10853",
- "placeholder": "",
- "style": "IPY_MODEL_cbf8c7e7a2004d2f8e235b1416be4122",
- "value": " 307/307 [00:00<00:00, 24.9kB/s]"
- }
- },
- "31a17c37c45842a4b11ab43e6b83bf39": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "60cae9cc457843e2b40bda59b37ed341": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "86345eb5ffc1474aa49ff5f2e7661aa5": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ce1864c4366043688a1f5a9ba378f598": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "83ef85ccebaf47ada1fe5e77118fbe7a": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "3b3f09d891c34ebaadd93ec35ba10853": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "cbf8c7e7a2004d2f8e235b1416be4122": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "ec2fa312108a413884b087619de4f828": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_acbe85d2acb14556a926b018f192b73d",
- "IPY_MODEL_cf42096d26c64fe094e35de13e0330f7",
- "IPY_MODEL_e954cb87ba514e0bbdbf38b151a686a0"
- ],
- "layout": "IPY_MODEL_8c423eeef4ee457092dfdbd23c176bf7"
- }
- },
- "acbe85d2acb14556a926b018f192b73d": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_49e6e6af76704363a65854d7d689b740",
- "placeholder": "",
- "style": "IPY_MODEL_4db01166230c4c3ab013a6688bee8de6",
- "value": "Downloading data: 100%"
- }
- },
- "cf42096d26c64fe094e35de13e0330f7": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_8034ca34c96a4081824169003d3d4dbd",
- "max": 585097,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_9383c5c094a24a2ba5699bd9b5f19d4c",
- "value": 585097
- }
- },
- "e954cb87ba514e0bbdbf38b151a686a0": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_0d98cdd2e77940389466d8dc88959fef",
- "placeholder": "",
- "style": "IPY_MODEL_46c23ae27b83446187ae80d7cb68dfa4",
- "value": " 585k/585k [00:00<00:00, 1.66MB/s]"
- }
- },
- "8c423eeef4ee457092dfdbd23c176bf7": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "49e6e6af76704363a65854d7d689b740": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "4db01166230c4c3ab013a6688bee8de6": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "8034ca34c96a4081824169003d3d4dbd": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "9383c5c094a24a2ba5699bd9b5f19d4c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "0d98cdd2e77940389466d8dc88959fef": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "46c23ae27b83446187ae80d7cb68dfa4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "7d7841557770419bac7a1002c03e3ac4": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HBoxModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HBoxModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HBoxView",
- "box_style": "",
- "children": [
- "IPY_MODEL_51cf97039f284d79b750422327418783",
- "IPY_MODEL_3014f40e3e07404a8684308de7936b1c",
- "IPY_MODEL_9001e3d3d9b34647b9c098f5ef11bc75"
- ],
- "layout": "IPY_MODEL_b9758ecb38d04afc8de2bd5dc1ac02d2"
- }
- },
- "51cf97039f284d79b750422327418783": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_bcbe75ae6c3648459a2caa747f9a8dba",
- "placeholder": "",
- "style": "IPY_MODEL_1dc1684e75ff400eb57d6504deed6539",
- "value": "Generating train split: 100%"
- }
- },
- "3014f40e3e07404a8684308de7936b1c": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "FloatProgressModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "FloatProgressModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "ProgressView",
- "bar_style": "success",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_94d18e97e7ee46e8a8f72ba4453a6c39",
- "max": 10,
- "min": 0,
- "orientation": "horizontal",
- "style": "IPY_MODEL_6494c117eed04a8db376e9dd6412a287",
- "value": 10
- }
- },
- "9001e3d3d9b34647b9c098f5ef11bc75": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "HTMLModel",
- "model_module_version": "1.5.0",
- "state": {
- "_dom_classes": [],
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "HTMLModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/controls",
- "_view_module_version": "1.5.0",
- "_view_name": "HTMLView",
- "description": "",
- "description_tooltip": null,
- "layout": "IPY_MODEL_d208749abd664c928bff45aa40deec75",
- "placeholder": "",
- "style": "IPY_MODEL_806f3e52701d450aacaa9774f95bd8bf",
- "value": " 10/10 [00:00<00:00, 515.93 examples/s]"
- }
- },
- "b9758ecb38d04afc8de2bd5dc1ac02d2": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "bcbe75ae6c3648459a2caa747f9a8dba": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "1dc1684e75ff400eb57d6504deed6539": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- },
- "94d18e97e7ee46e8a8f72ba4453a6c39": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "6494c117eed04a8db376e9dd6412a287": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "ProgressStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "ProgressStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "bar_color": null,
- "description_width": ""
- }
- },
- "d208749abd664c928bff45aa40deec75": {
- "model_module": "@jupyter-widgets/base",
- "model_name": "LayoutModel",
- "model_module_version": "1.2.0",
- "state": {
- "_model_module": "@jupyter-widgets/base",
- "_model_module_version": "1.2.0",
- "_model_name": "LayoutModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "LayoutView",
- "align_content": null,
- "align_items": null,
- "align_self": null,
- "border": null,
- "bottom": null,
- "display": null,
- "flex": null,
- "flex_flow": null,
- "grid_area": null,
- "grid_auto_columns": null,
- "grid_auto_flow": null,
- "grid_auto_rows": null,
- "grid_column": null,
- "grid_gap": null,
- "grid_row": null,
- "grid_template_areas": null,
- "grid_template_columns": null,
- "grid_template_rows": null,
- "height": null,
- "justify_content": null,
- "justify_items": null,
- "left": null,
- "margin": null,
- "max_height": null,
- "max_width": null,
- "min_height": null,
- "min_width": null,
- "object_fit": null,
- "object_position": null,
- "order": null,
- "overflow": null,
- "overflow_x": null,
- "overflow_y": null,
- "padding": null,
- "right": null,
- "top": null,
- "visibility": null,
- "width": null
- }
- },
- "806f3e52701d450aacaa9774f95bd8bf": {
- "model_module": "@jupyter-widgets/controls",
- "model_name": "DescriptionStyleModel",
- "model_module_version": "1.5.0",
- "state": {
- "_model_module": "@jupyter-widgets/controls",
- "_model_module_version": "1.5.0",
- "_model_name": "DescriptionStyleModel",
- "_view_count": null,
- "_view_module": "@jupyter-widgets/base",
- "_view_module_version": "1.2.0",
- "_view_name": "StyleView",
- "description_width": ""
- }
- }
- }
- }
- },
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {
- "id": "view-in-github",
- "colab_type": "text"
- },
- "source": [
- "
"
- ]
- },
- {
- "cell_type": "markdown",
- "source": [
- "# Labeling a dataset using BLIP-2\n",
- "\n",
- "In this notebook, we will demonstrate how to create a labeled dataset using BLIP-2 and push it to the Hugging Face hub. BLIP-2, which does zero-shot image-to-text generation, was introduced in [BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models](https://arxiv.org/pdf/2301.12597.pdf) by Li, et. al. BLIP-2 bootstraps frozen pre-trained image and LLMs, bridging the modality gap with a Querying Transformer (Q-Former). You can read more about BLIP-2 [here](https://huggingface.co/docs/transformers/v4.28.1/en/model_doc/blip-2).\n",
- "\n",
- "Notes:\n",
- "\n",
- "* It's advised to run this notebook on a GPU environment, high RAM.\n",
- "\n",
- "* This notebook was adapted from [here](https://colab.research.google.com/github/NielsRogge/Transformers-Tutorials/blob/master/BLIP-2/Chat_with_BLIP_2_%5Bint8_bitsandbytes%5D.ipynb)."
- ],
- "metadata": {
- "id": "lbdwxvFIekQ1"
- }
- },
- {
- "cell_type": "markdown",
- "source": [
- "Run this cell if you have generated a large dataset. It is unnecessary for this toy example."
- ],
- "metadata": {
- "id": "xzWfOdMUegig"
- }
- },
- {
- "cell_type": "code",
- "source": [
- "!apt-get install git-lfs"
- ],
- "metadata": {
- "id": "ZkGvCKBSeZv0"
- },
- "execution_count": null,
- "outputs": []
- },
- {
- "cell_type": "markdown",
- "source": [
- "First, let's install the dependencies."
- ],
- "metadata": {
- "id": "1LsKrTuWLhJM"
- }
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/"
- },
- "id": "MgaqAI5ZeSHx",
- "outputId": "ab329970-94d2-4211-d951-b3fcbd2b951e"
- },
- "outputs": [
- {
- "output_type": "stream",
- "name": "stdout",
- "text": [
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m279.7/279.7 kB\u001b[0m \u001b[31m6.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m105.0/105.0 MB\u001b[0m \u001b[31m16.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m536.6/536.6 kB\u001b[0m \u001b[31m49.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m38.3/38.3 MB\u001b[0m \u001b[31m38.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m116.3/116.3 kB\u001b[0m \u001b[31m16.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m19.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
- "\u001b[?25h\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
- "ibis-framework 7.1.0 requires pyarrow<15,>=2, but you have pyarrow 15.0.0 which is incompatible.\u001b[0m\u001b[31m\n",
- "\u001b[0m"
- ]
- }
- ],
- "source": [
- "!pip install -q accelerate bitsandbytes datasets huggingface_hub"
- ]
- },
- {
- "cell_type": "markdown",
- "source": [
- "Let's log into the Hugging Face hub with our \"WRITE\" access token."
- ],
- "metadata": {
- "id": "8d4WLerBBuQ_"
- }
- },
- {
- "cell_type": "code",
- "source": [
- "from huggingface_hub import notebook_login\n",
- "\n",
- "notebook_login()"
- ],
- "metadata": {
"id": "Fg9UgrYe8wU6",
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 177,
- "referenced_widgets": [
- "9ee866c462d44af39ab612f7ac72af96",
- "7dd1afbd4fe64e1f85453f49387a6bf7",
- "866a7af4ba204959a584a187f6e4c469",
- "d3b3dbf67a2d4f4898d3048ef56e3383",
- "e669b34c5c93456480057f969697a11b",
- "befd511a0ec342d5afb48601fc09b864",
- "5fdc70f275c04f9c82822edc495c46f7",
- "c78491f5c4354f5a8460855416fabdab",
- "38874f88530b4eefa4634ccf1e48fb1d",
- "9d873176d7b94b3b8e65bc3c79f82bb1",
- "ce272942821e47b09819c1905f27d6fa",
- "59546604384345ed9171f955787631c6",
- "afe52ddcf3aa4ba5be97c8e8f8037f55",
- "09de54500e7e4f3eb1331c9bc2a6000d",
- "04ae0973d4ce48b6957498a532c1b81a",
- "2365b71d65bf4d979fc4f67ecaf9d45f",
- "130ec764e59845cf96f987d6a31727d1",
- "c81ffefc2912438ea586293aa33ddecf",
- "89fe4838108d431ba30ea3f8ae7a1b08",
- "ea01e4f9644c4a4dac13d92c929d6e75",
- "fc7cec0b4a8d4a85a5bd318b9698e164",
- "0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
- "2224fee0188240689d6b5d814d7dacc2",
- "31db28a7cb7b4646b2b28ee252f60486",
- "1a0fadad34634e588ae4d2166696708f",
- "e7df87a342214d31804a31ca8f1bf215",
- "7acfc9c7813d4c52a3f9c50a9423c8ed",
- "0a538d76dadc42b99caeaf29140ea0c2",
- "6ad379bde3d0421ca96bc0648542036e",
- "34abc680c43c44948d6ca6ac2ffc5967",
- "4e62e13337ee4523abe7ff3a556f4a13",
- "9810977a11fc4abdb025eb13564632c4"
- ]
- },
"outputId": "fe3fcfe4-917d-474a-b2bf-2d02929efe5b"
},
- "execution_count": 2,
"outputs": [
{
- "output_type": "display_data",
"data": {
- "text/plain": [
- "VBox(children=(HTML(value='
"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dataset[\"train\"][\"image\"][0]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "id": "Z4tSgSpN_nbr"
+ },
+ "source": [
+ "Now let's take a look at the label: it is 'a conference room with a table and chairs.' The model provided an accurate label!"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 56
+ },
+ "id": "TvdCuPkP4LnN",
+ "outputId": "d3c67f17-5358-468a-9fc7-99abb31a3145"
+ },
+ "outputs": [
+ {
+ "data": {
+ "application/vnd.google.colaboratory.intrinsic+json": {
+ "type": "string"
+ },
+ "text/plain": [
+ "'a conference room with chairs and a table'"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "dataset[\"train\"][\"label\"][0]"
+ ]
+ }
+ ],
+ "metadata": {
+ "accelerator": "GPU",
+ "colab": {
+ "include_colab_link": true,
+ "machine_shape": "hm",
+ "provenance": []
+ },
+ "gpuClass": "standard",
+ "kernelspec": {
+ "display_name": "Python 3",
+ "name": "python3"
+ },
+ "language_info": {
+ "name": "python"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "04ae0973d4ce48b6957498a532c1b81a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ButtonStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "button_color": null,
+ "font_weight": ""
+ }
+ },
+ "05c455f7d040415aa6e74c34b216a8d1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f530763594f44424bf4d79f95f56fbb2",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_48ba6d59d37c491789c5e6ded81f38d7",
+ "value": 1
+ }
+ },
+ "05f31967e20b4b23bd9f2bc6ad8fb501": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_8675f33687dc4f89915ac961a23aee85",
+ "IPY_MODEL_b3f304be5d0c4e77bb59b1dfeff66a01",
+ "IPY_MODEL_bc05ccdffc3f47128d83b91b4ab3f534"
+ ],
+ "layout": "IPY_MODEL_a4762360b370409ab5d4d698ca33ca15"
+ }
+ },
+ "066aa78f1d8049cc9fc006ebf4f4c381": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "07b888f3d7024d9d9ed0c6380178007f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "084af67a58034a63896ca5f1f4fa5bd6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_376f36868bfd49a4a2920a54faac7b85",
+ "IPY_MODEL_11815075e1b440128d0911117db3054e",
+ "IPY_MODEL_5fbade3064704df89c6af805369d0967"
+ ],
+ "layout": "IPY_MODEL_d7444598c5bb43d7888dd56b47872933"
+ }
+ },
+ "08818f31d87243cfa2bf5d3a42559b05": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_798c6eddd2824040877d87cb32165a2c",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_724b65918cbf424a8a9fc31f91c8e4e4",
+ "value": 2
+ }
+ },
+ "08d286521e47403888aac5fb9bd31d79": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0900600eb3804a1a843dbd7c0756b9df": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_de6850dc0bd240929fb100e2b659e563",
+ "placeholder": "",
+ "style": "IPY_MODEL_77d3ae52bb4546768c0014f3476e5d22",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "09de54500e7e4f3eb1331c9bc2a6000d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0a538d76dadc42b99caeaf29140ea0c2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "0cb0e0f7004c4f1cb20b1f85a2fe9b2b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "LabelModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7acfc9c7813d4c52a3f9c50a9423c8ed",
+ "placeholder": "",
+ "style": "IPY_MODEL_0a538d76dadc42b99caeaf29140ea0c2",
+ "value": "Your token has been saved in your configured git credential helpers (store)."
+ }
+ },
+ "0ccc38e673c3482db791e653aecd8a7e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b13979df5f5c49779b1623b0059d03e5",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_370fd4ea52d14911ac9e2342d7650323",
+ "value": 1
+ }
+ },
+ "0cde01ad21ad4545b28eb8762c70a683": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0d98cdd2e77940389466d8dc88959fef": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0db61e19362749bca78869549ca2f009": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "0fe53d15fbf7436ebcbf4266476194e7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "0fe6733492ad476d982289a26129dd30": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7c9d7c0839d047e4909bc3021ba50377",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_c3df65a004304ca49044b27c23c0f2d6",
+ "value": 2
+ }
+ },
+ "10850975bc36435880210504a2651c0e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_93bd6a8d8ca64fca8a99d1d422f09780",
+ "IPY_MODEL_08818f31d87243cfa2bf5d3a42559b05",
+ "IPY_MODEL_64f53bfe6cea439786eeea737c51afd2"
+ ],
+ "layout": "IPY_MODEL_22c1ac2ad81d4622a5481e813d6b53f6"
+ }
+ },
+ "11134024b96a4de48f254876f803884f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_eac6a8564bc84bd0ab01c9363e2f17fb",
+ "placeholder": "",
+ "style": "IPY_MODEL_9614b7daa88c4f818f1cb5e1a79bfc96",
+ "value": " 5.50G/5.50G [00:21<00:00, 264MB/s]"
+ }
+ },
+ "1158cb0eebd7415690c133454766a894": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "11815075e1b440128d0911117db3054e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e46c674ded2147c4ab25ef31b3d72243",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_346b4da4ccc54263a0bcb66701835126",
+ "value": 2
+ }
+ },
+ "11f265b2ff9946278d5ab6a549951b29": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "12013dc3aea4448db694f438db57c2ce": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "130ec764e59845cf96f987d6a31727d1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "148db4c011814603b756dba2916cdbd9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c609f92945634664a81f78b413d3e627",
+ "placeholder": "",
+ "style": "IPY_MODEL_f0d4f9418c3847f897275b0f3f348c82",
+ "value": "Map: 100%"
+ }
+ },
+ "154cfe333be248c9886fea63c92b16c0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1556499664104d2280e85e4b4745410f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "16e503d3250b4b34898fb70bf1ce2f58": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "16fb6722550945f186b533530f79fbd4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_e40e08bcd09040ffb518bf8c4c9ae3ef",
+ "IPY_MODEL_58c1519794e949b4bd4e66035613c71b",
+ "IPY_MODEL_ed41113229c24ddfa7121c85709e6d25"
+ ],
+ "layout": "IPY_MODEL_07b888f3d7024d9d9ed0c6380178007f"
+ }
+ },
+ "1712182a7f3a405397de0a19424f5f83": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "171b3538e1c1428c878cfcd8e1064ccb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_b5e9d0e078154804930d32fe7a9df105",
+ "IPY_MODEL_edb196cd321944c0a586a3565f3c5105",
+ "IPY_MODEL_b5281ef0dcfb4ecb9e81a0ad16f48672"
+ ],
+ "layout": "IPY_MODEL_82d7428428ec4de68f096ef3185b45df"
+ }
+ },
+ "18b588159ec64d218d9603c46f2778b9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1932882e9b7f474893e3682ab5732b77": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "1a0fadad34634e588ae4d2166696708f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1b434ed0991e4e88b7ef5cacca7e99ac": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "1b729673faf5411a95fb8d5591dcac9d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0cde01ad21ad4545b28eb8762c70a683",
+ "placeholder": "",
+ "style": "IPY_MODEL_8c59ed1dd7394b89a57d8cabf3ee39d0",
+ "value": " 2/2 [00:07<00:00, 3.56s/it]"
+ }
+ },
+ "1c12101d09c44db7bba3603bf4bc546a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_55314ab533bb4ae08fbf8a8436122bd3",
+ "max": 121727,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b004c548216c47c8bf55257d55f8db6d",
+ "value": 121727
+ }
+ },
+ "1c695350d9484f20a1be6a0cc9dca6d0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1dc1684e75ff400eb57d6504deed6539": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "1e3f1670bc86468fbc895e11ac00c369": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f4d49e11f39e4290af4a6cfb43d7bb12",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_438c4926364647edae3d3777ff70258b",
+ "value": 2
+ }
+ },
+ "1e473974dff04f9b8316bfca8eb50341": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_80b0646e9b1d484497256acd6a2e62e7",
+ "max": 307,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_0fe53d15fbf7436ebcbf4266476194e7",
+ "value": 307
+ }
+ },
+ "1f4745d593af4b549ba8053f0ac53afd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ffd0140727c84c14adcb17404b8e7416",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_12013dc3aea4448db694f438db57c2ce",
+ "value": 2
+ }
+ },
+ "1f7ceedccbc247c59e64294510661775": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "1fc843b02dae4e9ebd01cc0eccd096d9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f19941801a5746bc948c6fee09e0c6fa",
+ "max": 9996239804,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_7e4b360fa098414497e5af8d4b0671f8",
+ "value": 9996239804
+ }
+ },
+ "21bd78ff953547fd8878be25374b0024": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ee29a53b521d4a789d80f11a6e9a9e75",
+ "max": 6962,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_3039e9d19c914799938c0f753703d4c8",
+ "value": 6962
+ }
+ },
+ "21e3e40e1f704fc4b5f192984a488ca9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2224fee0188240689d6b5d814d7dacc2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "LabelModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_6ad379bde3d0421ca96bc0648542036e",
+ "placeholder": "",
+ "style": "IPY_MODEL_34abc680c43c44948d6ca6ac2ffc5967",
+ "value": "Your token has been saved to /root/.cache/huggingface/token"
+ }
+ },
+ "22c1ac2ad81d4622a5481e813d6b53f6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "22ff628b6188400d915bd8b6b466cf23": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "2343588b39e1444bafd26c4de32b1bd7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "2365b71d65bf4d979fc4f67ecaf9d45f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "23dec4e71ba9406f8d5f87afbaf59336": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bfe38ef92f0748548c4b30000dbc474c",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b0284f12a01a4af082dd0b6ac4ad970e",
+ "value": 2
+ }
+ },
+ "24675e04bc7445469a5c5165f1d4d25a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "25d4db1bf2b14592acee165d0edacdc9": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "25fc3c929cfd4810b25e7209ca0f04a9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ae257eec4efa48b3a51d7f1ffd55b5e9",
+ "IPY_MODEL_9e90cc59d2ad447a8ce587adbc52756d",
+ "IPY_MODEL_da4204e4afd344a8998748e0ff3ebc93"
+ ],
+ "layout": "IPY_MODEL_bafff56ece624bb2b4c81f8d8af0fc49"
+ }
+ },
+ "25fd64ab2af541ff83a00de90207ebac": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "26973dd8a1df43faba9b9530ab393cc8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "27cf5d27f8154c839c9942c90d3c7851": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "285acbd461e74ef581be341b24f01467": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "29151d7a1273499c8b5e3daa5c60d1a9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "2d6ae87384e04f408f3241f709ba6294": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "2de50c022cf34ac4b5c0de6da6e71045": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2e75f9cc9f0e4f5b8871e7db4eaada5e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "2fe277adb64e477fa5794df810c2e982": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "3014f40e3e07404a8684308de7936b1c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_94d18e97e7ee46e8a8f72ba4453a6c39",
+ "max": 10,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_6494c117eed04a8db376e9dd6412a287",
+ "value": 10
+ }
+ },
+ "3016561984a9479b8c81069e43fc52a8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "3039e9d19c914799938c0f753703d4c8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "317a80916ac4425592e90f0c4ef7c6a6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "31a17c37c45842a4b11ab43e6b83bf39": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "31db28a7cb7b4646b2b28ee252f60486": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "LabelModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4e62e13337ee4523abe7ff3a556f4a13",
+ "placeholder": "",
+ "style": "IPY_MODEL_9810977a11fc4abdb025eb13564632c4",
+ "value": "Login successful"
+ }
+ },
+ "346b4da4ccc54263a0bcb66701835126": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "34abc680c43c44948d6ca6ac2ffc5967": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "35ef2830e80249fd94df3f7317d05e17": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_0900600eb3804a1a843dbd7c0756b9df",
+ "IPY_MODEL_d8c3686f54c447bfa390a952053d6493",
+ "IPY_MODEL_d291af65aef34f7aac3ffeaa8a237e5c"
+ ],
+ "layout": "IPY_MODEL_1158cb0eebd7415690c133454766a894"
+ }
+ },
+ "363e5fb6ffea46b894faa485483171b3": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "370fd4ea52d14911ac9e2342d7650323": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "376f36868bfd49a4a2920a54faac7b85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_3016561984a9479b8c81069e43fc52a8",
+ "placeholder": "",
+ "style": "IPY_MODEL_2343588b39e1444bafd26c4de32b1bd7",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "38874f88530b4eefa4634ccf1e48fb1d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "3b3f09d891c34ebaadd93ec35ba10853": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "3b7f2af1e09747c9b7df4432d5421a51": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_97ac27aa02a1485dae671c91c7b101ad",
+ "max": 432,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_76921ded448c4269a525df3c6fc2dc98",
+ "value": 432
+ }
+ },
+ "3c52cfed6f9940bd884207b494a8ab65": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4cab60d0cc7f42fe99a342eadc4e557a",
+ "placeholder": "",
+ "style": "IPY_MODEL_1556499664104d2280e85e4b4745410f",
+ "value": "Downloading shards: 100%"
+ }
+ },
+ "408e3e77ee934d659352be18fc3e2eb5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4194055758494ef49a035683e7a6f5f9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_317a80916ac4425592e90f0c4ef7c6a6",
+ "placeholder": "",
+ "style": "IPY_MODEL_6c5d6a7680624bd48d69d17469a3c588",
+ "value": "Uploading the dataset shards: 100%"
+ }
+ },
+ "42da27d805274c18bc9ce257637f19db": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "438c4926364647edae3d3777ff70258b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "4419240b80e84aff87b1dbe074661654": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8f94c0f1621c44a791f775f82ff3d5f8",
+ "placeholder": "",
+ "style": "IPY_MODEL_ad1f3f227d23418f90d40e1df49042b5",
+ "value": "special_tokens_map.json: 100%"
+ }
+ },
+ "447d6c8c5088457d833de6138b119b8a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "450dffe3b8844c3aae9a6f1de06525c4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "46c23ae27b83446187ae80d7cb68dfa4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4771aa26773a41d690507f22e2a7dfb0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_96b4fd1955d7476e86e3b43399e01b89",
+ "placeholder": "",
+ "style": "IPY_MODEL_d0329b6157cc453a9497772e9e6afef7",
+ "value": " 307/307 [00:00<00:00, 24.1kB/s]"
+ }
+ },
+ "47959832ab74455c8a039b90b4170543": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "48ba6d59d37c491789c5e6ded81f38d7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "49e6e6af76704363a65854d7d689b740": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4b612637cdbd47efaaf10451a17753c9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4cab60d0cc7f42fe99a342eadc4e557a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4cb1acf5966b44bdac8746486ee93f0b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4d94cb170a954b5ea8116755c1e336ff": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_eee75ea40f4744d991a2a460b0bfca08",
+ "placeholder": "",
+ "style": "IPY_MODEL_9bf6d675468e45508ea821f40b3db739",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "4db01166230c4c3ab013a6688bee8de6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4e0534c45c77436ba8647133186db23e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_90af9c9418a144b99bbbeb25bc7b05fb",
+ "placeholder": "",
+ "style": "IPY_MODEL_634717697f254912aecf1e1ac7f5ccfc",
+ "value": "preprocessor_config.json: 100%"
+ }
+ },
+ "4e0bee88b2ba48e9a2f7f759d799d76a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_3c52cfed6f9940bd884207b494a8ab65",
+ "IPY_MODEL_1f4745d593af4b549ba8053f0ac53afd",
+ "IPY_MODEL_f352eb7677ca46e7ab42e2a6ad502ca1"
+ ],
+ "layout": "IPY_MODEL_a113c5163335436285572f38aa1aac96"
+ }
+ },
+ "4e62e13337ee4523abe7ff3a556f4a13": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4e9e286f63924425917b162515df16fb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "4eaae4ed19524fe38eb636067b5527f1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "4f6c8f22e8c04f0fbebb1d1af60866fd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "51cf97039f284d79b750422327418783": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bcbe75ae6c3648459a2caa747f9a8dba",
+ "placeholder": "",
+ "style": "IPY_MODEL_1dc1684e75ff400eb57d6504deed6539",
+ "value": "Generating train split: 100%"
+ }
+ },
+ "55314ab533bb4ae08fbf8a8436122bd3": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "5532f757e9d742a181c4f5ed9d973d2e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "555d48ec6f5043b6ae7c8c90c2275c98": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "55e5253f9ec1448f8fff614fab8ef58a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_916e61cfbb674955bd889292c5b5acaa",
+ "placeholder": "",
+ "style": "IPY_MODEL_2d6ae87384e04f408f3241f709ba6294",
+ "value": " 2/2 [00:08<00:00, 4.11s/it]"
+ }
+ },
+ "58c1519794e949b4bd4e66035613c71b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d6a5ead11c08446bbd11f848facbf3e6",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_a3dc70b34be147c4be67f0c6e373be85",
+ "value": 2
+ }
+ },
+ "59546604384345ed9171f955787631c6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "5d7142cbd70c4f2982ca10cc8ba2857d": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "5ec9989ac2fa410cb32467d69523415c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "5fbade3064704df89c6af805369d0967": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2e75f9cc9f0e4f5b8871e7db4eaada5e",
+ "placeholder": "",
+ "style": "IPY_MODEL_1932882e9b7f474893e3682ab5732b77",
+ "value": " 2/2 [00:12<00:00, 5.74s/it]"
+ }
+ },
+ "5fdc70f275c04f9c82822edc495c46f7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": "center",
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": "flex",
+ "flex": null,
+ "flex_flow": "column",
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": "50%"
+ }
+ },
+ "60cae9cc457843e2b40bda59b37ed341": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "610e76cde4ec4b498c2b615cd1a9e356": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_d38b6eae9c764b76940012e745777096",
+ "IPY_MODEL_0ccc38e673c3482db791e653aecd8a7e",
+ "IPY_MODEL_f92f8a42e6ed499bba4567bb99e979bd"
+ ],
+ "layout": "IPY_MODEL_fe2748c1f4f54f52ad0ed2123d8710a2"
+ }
+ },
+ "623270261d5a4553892af3a61021094f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_843bd2c8055d4aadad6703971fdd5c7a",
+ "placeholder": "",
+ "style": "IPY_MODEL_e080f697a4c844b4860274536d856ad1",
+ "value": "config.json: 100%"
+ }
+ },
+ "6297d49c5f1f46f7ad4ef7607f8e104c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "634717697f254912aecf1e1ac7f5ccfc": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "6494c117eed04a8db376e9dd6412a287": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "64f53bfe6cea439786eeea737c51afd2": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_aa60cb8246a3472caf8056d3f81dc019",
+ "placeholder": "",
+ "style": "IPY_MODEL_e23e2dbd84f042f5baa881ef700b0b47",
+ "value": " 2/2 [00:13<00:00, 6.50s/it]"
+ }
+ },
+ "6701ab5f53984824a4b0198ce0884d55": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e899463514c444628cb1f01848530d7f",
+ "max": 548,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b0981cc1230543ae84c203fc1017b43d",
+ "value": 548
+ }
+ },
+ "68cce443d69b411c974b71a0bbf9ce4a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "69519f831058496e9ec45ce7a05913cd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_285acbd461e74ef581be341b24f01467",
+ "placeholder": "",
+ "style": "IPY_MODEL_555d48ec6f5043b6ae7c8c90c2275c98",
+ "value": " 2/2 [00:07<00:00, 3.70s/it]"
+ }
+ },
+ "699915d6a1a6463694d095358489a0ab": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "69a5b7e04618406eb9fb181c3c5fec27": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "69f0cf52ef7346f8a47b2ccb994c8271": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "6ad379bde3d0421ca96bc0648542036e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "6b532a7e84c74ccca988ce1973b0c9c8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "6c4b4fdb70144d2c8540f8e2f7e43d87": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "6c5d6a7680624bd48d69d17469a3c588": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "6fce01f4734341668a66196dd13d792d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ce1864c4366043688a1f5a9ba378f598",
+ "max": 307,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_83ef85ccebaf47ada1fe5e77118fbe7a",
+ "value": 307
+ }
+ },
+ "706d1614c2004e40a4e8c55a4980d046": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_26973dd8a1df43faba9b9530ab393cc8",
+ "placeholder": "",
+ "style": "IPY_MODEL_69a5b7e04618406eb9fb181c3c5fec27",
+ "value": " 2/2 [00:08<00:00, 3.94s/it]"
+ }
+ },
+ "70b92a5ccbf0408695ca2f0145c84fb2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "724b65918cbf424a8a9fc31f91c8e4e4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "730b162089604faa8951f41922d25c2b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_6297d49c5f1f46f7ad4ef7607f8e104c",
+ "placeholder": "",
+ "style": "IPY_MODEL_db7337ada95547d18e5b5c09257e6d65",
+ "value": " 548/548 [00:00<00:00, 55.6kB/s]"
+ }
+ },
+ "7348967b5ec649868b024f574a300814": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c6d506d0e325419b84a56da982eada46",
+ "placeholder": "",
+ "style": "IPY_MODEL_b7a6186509744a15a8d0758c4d419767",
+ "value": " 432/432 [00:00<00:00, 36.4kB/s]"
+ }
+ },
+ "736aa3385bd940d89821cc41258ef15c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "744310f5ce074b05aa2911ff628660b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_447d6c8c5088457d833de6138b119b8a",
+ "placeholder": "",
+ "style": "IPY_MODEL_817d66a5949c4e4d9018e03bb8e0d481",
+ "value": "README.md: 100%"
+ }
+ },
+ "7493cfcf9c9e4295b778c5f0755f84b0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "764c85e71c364f35bed063d4c7b0d9ea": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "76921ded448c4269a525df3c6fc2dc98": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "77a82f8ba60842938890e2f8041a55ed": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_c61b5bd596e34187a722f9c1bd25f9c6",
+ "IPY_MODEL_dbc1566dee1743a3a9fb53dda2e57d30",
+ "IPY_MODEL_11134024b96a4de48f254876f803884f"
+ ],
+ "layout": "IPY_MODEL_70b92a5ccbf0408695ca2f0145c84fb2"
+ }
+ },
+ "77d3ae52bb4546768c0014f3476e5d22": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "783d5392debd45a3ae741c615316d647": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "79566df2fd0b4e77a86d297fe8f40293": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "798c6eddd2824040877d87cb32165a2c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7acfc9c7813d4c52a3f9c50a9423c8ed": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7c9d7c0839d047e4909bc3021ba50377": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7d7841557770419bac7a1002c03e3ac4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_51cf97039f284d79b750422327418783",
+ "IPY_MODEL_3014f40e3e07404a8684308de7936b1c",
+ "IPY_MODEL_9001e3d3d9b34647b9c098f5ef11bc75"
+ ],
+ "layout": "IPY_MODEL_b9758ecb38d04afc8de2bd5dc1ac02d2"
+ }
+ },
+ "7dd1afbd4fe64e1f85453f49387a6bf7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c78491f5c4354f5a8460855416fabdab",
+ "placeholder": "",
+ "style": "IPY_MODEL_38874f88530b4eefa4634ccf1e48fb1d",
+ "value": "
Copy a token from your Hugging Face\ntokens page and paste it below.
Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. "
+ }
+ },
+ "7e05f5defa084a03986d18ac17cf98d5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "7e4b360fa098414497e5af8d4b0671f8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "8004b62ca7b84dc786a556d94caee03a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8034ca34c96a4081824169003d3d4dbd": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "806f3e52701d450aacaa9774f95bd8bf": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "80b0646e9b1d484497256acd6a2e62e7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "817d66a5949c4e4d9018e03bb8e0d481": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "826564aa51eb45a699fb61b405843520": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_27cf5d27f8154c839c9942c90d3c7851",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_b15f27aaa6214d10a0756bfb6bc755d8",
+ "value": 2
+ }
+ },
+ "82d7428428ec4de68f096ef3185b45df": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "83ef85ccebaf47ada1fe5e77118fbe7a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "8430b84a294e4ba8920a4a281e99e13b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "843bd2c8055d4aadad6703971fdd5c7a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "85723a676f784719ac9a5346e4260f01": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "85dae311696b486499fef77276ba33b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_ed821654d3684132a2c28fa5e3b4b2cf",
+ "placeholder": "",
+ "style": "IPY_MODEL_5532f757e9d742a181c4f5ed9d973d2e",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "86345eb5ffc1474aa49ff5f2e7661aa5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "866a7af4ba204959a584a187f6e4c469": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "PasswordModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "PasswordModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "PasswordView",
+ "continuous_update": true,
+ "description": "Token:",
+ "description_tooltip": null,
+ "disabled": false,
+ "layout": "IPY_MODEL_9d873176d7b94b3b8e65bc3c79f82bb1",
+ "placeholder": "",
+ "style": "IPY_MODEL_ce272942821e47b09819c1905f27d6fa",
+ "value": ""
+ }
+ },
+ "8675f33687dc4f89915ac961a23aee85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b6a5b114afef4503b80f99910fd16a76",
+ "placeholder": "",
+ "style": "IPY_MODEL_c699c67c7a734a40819eea801807e22c",
+ "value": "tokenizer_config.json: 100%"
+ }
+ },
+ "8685cea1714d447c8aef8d698924296f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8744fdad56c54247a39463f36f84d9ed": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "89563ee1e1b748cba4af7fd6355d27d0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_148db4c011814603b756dba2916cdbd9",
+ "IPY_MODEL_b5936d4a996147cfa06346e7df796905",
+ "IPY_MODEL_e8780e62b5df408db2ba65d98f95d385"
+ ],
+ "layout": "IPY_MODEL_5ec9989ac2fa410cb32467d69523415c"
+ }
+ },
+ "89f2f506d3cc41fd9d44b2c7f7dae065": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "89fe4838108d431ba30ea3f8ae7a1b08": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8bf9fbfc257742b2813fa4234b7d856f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_9987f4bdc79b4f6d81797e9251643e3a",
+ "placeholder": "",
+ "style": "IPY_MODEL_11f265b2ff9946278d5ab6a549951b29",
+ "value": " 2/2 [00:07<00:00, 3.38s/it]"
+ }
+ },
+ "8c423eeef4ee457092dfdbd23c176bf7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8c59ed1dd7394b89a57d8cabf3ee39d0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "8ca07c9a00274aaf86f0c45101686f07": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "8ee2099620f5444cba4b8b52f3a2e397": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4e0534c45c77436ba8647133186db23e",
+ "IPY_MODEL_3b7f2af1e09747c9b7df4432d5421a51",
+ "IPY_MODEL_7348967b5ec649868b024f574a300814"
+ ],
+ "layout": "IPY_MODEL_c0d283b528be4b42a7080b35f086eb13"
+ }
+ },
+ "8f94c0f1621c44a791f775f82ff3d5f8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9001e3d3d9b34647b9c098f5ef11bc75": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d208749abd664c928bff45aa40deec75",
+ "placeholder": "",
+ "style": "IPY_MODEL_806f3e52701d450aacaa9774f95bd8bf",
+ "value": " 10/10 [00:00<00:00, 515.93 examples/s]"
+ }
+ },
+ "9038532b375240739f8d99714276a53f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4d94cb170a954b5ea8116755c1e336ff",
+ "IPY_MODEL_a63574eaf64b463f88d8bb53669d5f05",
+ "IPY_MODEL_1b729673faf5411a95fb8d5591dcac9d"
+ ],
+ "layout": "IPY_MODEL_e3dda309b0dc4571a91640e8cfad082e"
+ }
+ },
+ "90af9c9418a144b99bbbeb25bc7b05fb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9148b3e872e04d95a88e96df8e51200f": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "916e61cfbb674955bd889292c5b5acaa": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "91fb3275b64f4ac0b1eae4acf5544fa3": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9383c5c094a24a2ba5699bd9b5f19d4c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "939ae16fab044dfd9b83a872934de771": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "93bd6a8d8ca64fca8a99d1d422f09780": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_89f2f506d3cc41fd9d44b2c7f7dae065",
+ "placeholder": "",
+ "style": "IPY_MODEL_ae2702c94b4d43bcb223c0956c6c69ae",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "94d18e97e7ee46e8a8f72ba4453a6c39": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "95cd580ef12f40e688d33af803bcf32b": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "95d3b2b470194475a9ec266b5d3df42b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "9614b7daa88c4f818f1cb5e1a79bfc96": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "96b4fd1955d7476e86e3b43399e01b89": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "978bdef85a704fcebf2f0963b6e6755b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "97ac27aa02a1485dae671c91c7b101ad": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9810977a11fc4abdb025eb13564632c4": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "981b83c486db43a59f50d786f2d3992e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "98357fbb15954047b61a353a0cf0fcbb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "9987f4bdc79b4f6d81797e9251643e3a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "99ed588c8e4a4f1285452901e4f7967d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_eda1b11057d545b1812b808e33e66717",
+ "IPY_MODEL_b7a2b726ee1c4691879e16bbf50261fd",
+ "IPY_MODEL_da5ec02d79d54c0db294f428bee9f56b"
+ ],
+ "layout": "IPY_MODEL_c6e61c15964543aa8279e1030c32e903"
+ }
+ },
+ "9bf6d675468e45508ea821f40b3db739": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "9cc16e730ff149b98cfea50414b473b1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9d873176d7b94b3b8e65bc3c79f82bb1": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "9d9173cab4b547269aff3c810ad67407": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_3b3f09d891c34ebaadd93ec35ba10853",
+ "placeholder": "",
+ "style": "IPY_MODEL_cbf8c7e7a2004d2f8e235b1416be4122",
+ "value": " 307/307 [00:00<00:00, 24.9kB/s]"
+ }
+ },
+ "9e90cc59d2ad447a8ce587adbc52756d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8ca07c9a00274aaf86f0c45101686f07",
+ "max": 798293,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_1b434ed0991e4e88b7ef5cacca7e99ac",
+ "value": 798293
+ }
+ },
+ "9ee866c462d44af39ab612f7ac72af96": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "VBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "VBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "VBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_fc7cec0b4a8d4a85a5bd318b9698e164",
+ "IPY_MODEL_0cb0e0f7004c4f1cb20b1f85a2fe9b2b",
+ "IPY_MODEL_2224fee0188240689d6b5d814d7dacc2",
+ "IPY_MODEL_31db28a7cb7b4646b2b28ee252f60486"
+ ],
+ "layout": "IPY_MODEL_5fdc70f275c04f9c82822edc495c46f7"
+ }
+ },
+ "a113c5163335436285572f38aa1aac96": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a217df2e9a874b37be0212f1a6d76b92": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_db0f8c698abe444c86209a06394c884b",
+ "IPY_MODEL_6fce01f4734341668a66196dd13d792d",
+ "IPY_MODEL_9d9173cab4b547269aff3c810ad67407"
+ ],
+ "layout": "IPY_MODEL_31a17c37c45842a4b11ab43e6b83bf39"
+ }
+ },
+ "a24c57e1bb624b279b4f709ec1763cc8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "a3dc70b34be147c4be67f0c6e373be85": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "a4762360b370409ab5d4d698ca33ca15": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a63574eaf64b463f88d8bb53669d5f05": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_066aa78f1d8049cc9fc006ebf4f4c381",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_68cce443d69b411c974b71a0bbf9ce4a",
+ "value": 2
+ }
+ },
+ "a743eaf62c1c412ca63dc981eb9a8324": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "a820c4b224964b8fb5e7ba5b3bb0b1f7": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "aa1211e352a64205bd2fc8366cb5801c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "aa60cb8246a3472caf8056d3f81dc019": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "acbe85d2acb14556a926b018f192b73d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_49e6e6af76704363a65854d7d689b740",
+ "placeholder": "",
+ "style": "IPY_MODEL_4db01166230c4c3ab013a6688bee8de6",
+ "value": "Downloading data: 100%"
+ }
+ },
+ "ad1f3f227d23418f90d40e1df49042b5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ae208444d467487ca70ea5fc5b27f32b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_b10a3960ae224209b8e8ce1fcd5983b0",
+ "placeholder": "",
+ "style": "IPY_MODEL_8744fdad56c54247a39463f36f84d9ed",
+ "value": "tokenizer.json: 100%"
+ }
+ },
+ "ae257eec4efa48b3a51d7f1ffd55b5e9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c633ecdda5df4bd28e2f2cf114f53085",
+ "placeholder": "",
+ "style": "IPY_MODEL_fd639594cfc948979f805702f23884e1",
+ "value": "vocab.json: 100%"
+ }
+ },
+ "ae2702c94b4d43bcb223c0956c6c69ae": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "aeb1353ebebf496bbca23174930fc7da": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "afe52ddcf3aa4ba5be97c8e8f8037f55": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "affbe68a0da142118caa5ff65bb94a4d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f5050ad49b8b4238a5cf0fbd0bd5fea4",
+ "placeholder": "",
+ "style": "IPY_MODEL_22ff628b6188400d915bd8b6b466cf23",
+ "value": "pytorch_model.bin.index.json: 100%"
+ }
+ },
+ "b004c548216c47c8bf55257d55f8db6d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "b009035b4ec7442b8b1c803455d0d495": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0db61e19362749bca78869549ca2f009",
+ "placeholder": "",
+ "style": "IPY_MODEL_85723a676f784719ac9a5346e4260f01",
+ "value": " 10.0G/10.0G [00:39<00:00, 237MB/s]"
+ }
+ },
+ "b0284f12a01a4af082dd0b6ac4ad970e": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "b0981cc1230543ae84c203fc1017b43d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "b10a3960ae224209b8e8ce1fcd5983b0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b13979df5f5c49779b1623b0059d03e5": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": "20px"
+ }
+ },
+ "b15f27aaa6214d10a0756bfb6bc755d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "b27991f72755468ab3a88eefab7a8bfb": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ae208444d467487ca70ea5fc5b27f32b",
+ "IPY_MODEL_cbf0b27ca4a8476cbcc833d78b726ec0",
+ "IPY_MODEL_db876fcddb8b42279272a3d6cab0a57b"
+ ],
+ "layout": "IPY_MODEL_18b588159ec64d218d9603c46f2778b9"
+ }
+ },
+ "b336a7c802664aecb9e56f5d9a175f04": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b3f304be5d0c4e77bb59b1dfeff66a01": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e7748b74773a4727afd8802dbde3f50e",
+ "max": 904,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_95d3b2b470194475a9ec266b5d3df42b",
+ "value": 904
+ }
+ },
+ "b5281ef0dcfb4ecb9e81a0ad16f48672": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_a820c4b224964b8fb5e7ba5b3bb0b1f7",
+ "placeholder": "",
+ "style": "IPY_MODEL_c1f8ad5b9aef427299eedb056cc07613",
+ "value": " 1/1 [00:00<00:00, 59.76ba/s]"
+ }
+ },
+ "b5936d4a996147cfa06346e7df796905": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_5d7142cbd70c4f2982ca10cc8ba2857d",
+ "max": 10,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_79566df2fd0b4e77a86d297fe8f40293",
+ "value": 10
+ }
+ },
+ "b5e9d0e078154804930d32fe7a9df105": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_bd73242500d546378ae991dba581afe0",
+ "placeholder": "",
+ "style": "IPY_MODEL_b875de86ca77452ba041255d6adbc721",
+ "value": "Creating parquet from Arrow format: 100%"
+ }
+ },
+ "b6a5b114afef4503b80f99910fd16a76": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "b794abae4ce349ec9652d243f9d365df": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_affbe68a0da142118caa5ff65bb94a4d",
+ "IPY_MODEL_1c12101d09c44db7bba3603bf4bc546a",
+ "IPY_MODEL_f5c32c87433a4bafb78c72953a63f122"
+ ],
+ "layout": "IPY_MODEL_4f6c8f22e8c04f0fbebb1d1af60866fd"
+ }
+ },
+ "b7a2b726ee1c4691879e16bbf50261fd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8004b62ca7b84dc786a556d94caee03a",
+ "max": 456356,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_a24c57e1bb624b279b4f709ec1763cc8",
+ "value": 456356
+ }
+ },
+ "b7a6186509744a15a8d0758c4d419767": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b843e58ad26a4b24a00d14edd6caa11a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_744310f5ce074b05aa2911ff628660b5",
+ "IPY_MODEL_1e473974dff04f9b8316bfca8eb50341",
+ "IPY_MODEL_4771aa26773a41d690507f22e2a7dfb0"
+ ],
+ "layout": "IPY_MODEL_c18307ee2b09476e88ff1f07c0dfaf1c"
+ }
+ },
+ "b875de86ca77452ba041255d6adbc721": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "b9758ecb38d04afc8de2bd5dc1ac02d2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bafff56ece624bb2b4c81f8d8af0fc49": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bc05ccdffc3f47128d83b91b4ab3f534": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1c695350d9484f20a1be6a0cc9dca6d0",
+ "placeholder": "",
+ "style": "IPY_MODEL_b336a7c802664aecb9e56f5d9a175f04",
+ "value": " 904/904 [00:00<00:00, 76.1kB/s]"
+ }
+ },
+ "bcbe75ae6c3648459a2caa747f9a8dba": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bd73242500d546378ae991dba581afe0": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "bec9e8fd5ed54c51b98db24acd9ae90a": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "befd511a0ec342d5afb48601fc09b864": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2365b71d65bf4d979fc4f67ecaf9d45f",
+ "placeholder": "",
+ "style": "IPY_MODEL_130ec764e59845cf96f987d6a31727d1",
+ "value": "\nPro Tip: If you don't already have one, you can create a dedicated\n'notebooks' token with 'write' access, that you can then easily reuse for all\nnotebooks. "
+ }
+ },
+ "bfe38ef92f0748548c4b30000dbc474c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c0d283b528be4b42a7080b35f086eb13": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c11616842b874d3199980efc149409d9": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_85dae311696b486499fef77276ba33b5",
+ "IPY_MODEL_0fe6733492ad476d982289a26129dd30",
+ "IPY_MODEL_ea63100ca1fd47ed868316cbb9f0fb14"
+ ],
+ "layout": "IPY_MODEL_c9e936fe383c429db25fbfc3fb925352"
+ }
+ },
+ "c18307ee2b09476e88ff1f07c0dfaf1c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c190ace31d1942b381c4cf2657a6dc8e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c1f8ad5b9aef427299eedb056cc07613": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c39c8dcdd31c4bf08da2af61c9dec58c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c3df65a004304ca49044b27c23c0f2d6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
+ },
+ "c526750ee2124994980a5245181dcf9d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c5ca0f2eb83f4ef78055d87e4d8be862": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c609f92945634664a81f78b413d3e627": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c61b5bd596e34187a722f9c1bd25f9c6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_21e3e40e1f704fc4b5f192984a488ca9",
+ "placeholder": "",
+ "style": "IPY_MODEL_c526750ee2124994980a5245181dcf9d",
+ "value": "pytorch_model-00002-of-00002.bin: 100%"
+ }
+ },
+ "c6230237eb92483aacb93c39a3d700eb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c633ecdda5df4bd28e2f2cf114f53085": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c64ad6ba00084950b5b4c7335265aefb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c699c67c7a734a40819eea801807e22c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "c69f9496846347dfbee4ae1d36da3b74": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c7e04ccc09034cf39e72b61c06d201c8",
+ "placeholder": "",
+ "style": "IPY_MODEL_939ae16fab044dfd9b83a872934de771",
+ "value": " 1/1 [00:00<00:00, 1.03it/s]"
+ }
+ },
+ "c6d506d0e325419b84a56da982eada46": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c6e61c15964543aa8279e1030c32e903": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c78491f5c4354f5a8460855416fabdab": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c7e04ccc09034cf39e72b61c06d201c8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "c81ffefc2912438ea586293aa33ddecf": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "LabelModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_89fe4838108d431ba30ea3f8ae7a1b08",
+ "placeholder": "",
+ "style": "IPY_MODEL_ea01e4f9644c4a4dac13d92c929d6e75",
+ "value": "Connecting..."
+ }
+ },
+ "c9e936fe383c429db25fbfc3fb925352": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "cabee12abca44c5092ad1bff8daf5884": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_981b83c486db43a59f50d786f2d3992e",
+ "placeholder": "",
+ "style": "IPY_MODEL_e841c527d9714a06920eb329e9c23987",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "cb7d923b62834f2c95789a8f58a32fa5": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_623270261d5a4553892af3a61021094f",
+ "IPY_MODEL_21bd78ff953547fd8878be25374b0024",
+ "IPY_MODEL_e08123b792fd4416b041bd47c75dad9a"
+ ],
+ "layout": "IPY_MODEL_bec9e8fd5ed54c51b98db24acd9ae90a"
+ }
+ },
+ "cbe40c78b50d4428bb30c321418cdb94": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4419240b80e84aff87b1dbe074661654",
+ "IPY_MODEL_6701ab5f53984824a4b0198ce0884d55",
+ "IPY_MODEL_730b162089604faa8951f41922d25c2b"
+ ],
+ "layout": "IPY_MODEL_25fd64ab2af541ff83a00de90207ebac"
+ }
+ },
+ "cbf0b27ca4a8476cbcc833d78b726ec0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_450dffe3b8844c3aae9a6f1de06525c4",
+ "max": 2108602,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_363e5fb6ffea46b894faa485483171b3",
+ "value": 2108602
+ }
+ },
+ "cbf8c7e7a2004d2f8e235b1416be4122": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ce1864c4366043688a1f5a9ba378f598": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "ce272942821e47b09819c1905f27d6fa": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "cf42096d26c64fe094e35de13e0330f7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8034ca34c96a4081824169003d3d4dbd",
+ "max": 585097,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_9383c5c094a24a2ba5699bd9b5f19d4c",
+ "value": 585097
+ }
+ },
+ "d0329b6157cc453a9497772e9e6afef7": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "d208749abd664c928bff45aa40deec75": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d291af65aef34f7aac3ffeaa8a237e5c": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_9cc16e730ff149b98cfea50414b473b1",
+ "placeholder": "",
+ "style": "IPY_MODEL_98357fbb15954047b61a353a0cf0fcbb",
+ "value": " 2/2 [00:09<00:00, 4.33s/it]"
+ }
+ },
+ "d38b6eae9c764b76940012e745777096": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d51ebc6f2e224939a9ac06966989385c",
+ "placeholder": "",
+ "style": "IPY_MODEL_fe615bf8e5a84caa8ea67bd20613ff03",
+ "value": "Generating train split: "
+ }
+ },
+ "d3b3dbf67a2d4f4898d3048ef56e3383": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "CheckboxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "CheckboxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "CheckboxView",
+ "description": "Add token as git credential?",
+ "description_tooltip": null,
+ "disabled": false,
+ "indent": true,
+ "layout": "IPY_MODEL_59546604384345ed9171f955787631c6",
+ "style": "IPY_MODEL_afe52ddcf3aa4ba5be97c8e8f8037f55",
+ "value": true
+ }
+ },
+ "d51ebc6f2e224939a9ac06966989385c": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d6a5ead11c08446bbd11f848facbf3e6": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d6bf1ab3d49e4a2bb5f6bfe1f7448cf8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7493cfcf9c9e4295b778c5f0755f84b0",
+ "placeholder": "",
+ "style": "IPY_MODEL_4b612637cdbd47efaaf10451a17753c9",
+ "value": "pytorch_model-00001-of-00002.bin: 100%"
+ }
+ },
+ "d7444598c5bb43d7888dd56b47872933": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "d8c3686f54c447bfa390a952053d6493": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_f957c7e6115546438128904400da540f",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_2fe277adb64e477fa5794df810c2e982",
+ "value": 2
+ }
+ },
+ "d8d4c445c5dd41e3802599cbbb94feac": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "da4204e4afd344a8998748e0ff3ebc93": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_91fb3275b64f4ac0b1eae4acf5544fa3",
+ "placeholder": "",
+ "style": "IPY_MODEL_42da27d805274c18bc9ce257637f19db",
+ "value": " 798k/798k [00:00<00:00, 6.17MB/s]"
+ }
+ },
+ "da5ec02d79d54c0db294f428bee9f56b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_2de50c022cf34ac4b5c0de6da6e71045",
+ "placeholder": "",
+ "style": "IPY_MODEL_978bdef85a704fcebf2f0963b6e6755b",
+ "value": " 456k/456k [00:00<00:00, 2.39MB/s]"
+ }
+ },
+ "db0f8c698abe444c86209a06394c884b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_60cae9cc457843e2b40bda59b37ed341",
+ "placeholder": "",
+ "style": "IPY_MODEL_86345eb5ffc1474aa49ff5f2e7661aa5",
+ "value": "Downloading readme: 100%"
+ }
+ },
+ "db4e76af343a4896836a0253c4f11231": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "db7337ada95547d18e5b5c09257e6d65": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "db876fcddb8b42279272a3d6cab0a57b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8430b84a294e4ba8920a4a281e99e13b",
+ "placeholder": "",
+ "style": "IPY_MODEL_699915d6a1a6463694d095358489a0ab",
+ "value": " 2.11M/2.11M [00:00<00:00, 6.82MB/s]"
+ }
+ },
+ "dbb0fd5e9a1b47aebb92c120813e94b1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_f94d1a31942944faa21d2c186d2ed323",
+ "IPY_MODEL_e024623add4b46558a59aa41677d19d8",
+ "IPY_MODEL_706d1614c2004e40a4e8c55a4980d046"
+ ],
+ "layout": "IPY_MODEL_aa1211e352a64205bd2fc8366cb5801c"
+ }
+ },
+ "dbc1566dee1743a3a9fb53dda2e57d30": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_16e503d3250b4b34898fb70bf1ce2f58",
+ "max": 5497724774,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_29151d7a1273499c8b5e3daa5c60d1a9",
+ "value": 5497724774
+ }
+ },
+ "dbe318d55f76454186ee574afe6e9ba8": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "dc84f39cffce4c829f7db45440a6467a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_ef97224d3291434f90b065cb1a1fa67b",
+ "IPY_MODEL_23dec4e71ba9406f8d5f87afbaf59336",
+ "IPY_MODEL_8bf9fbfc257742b2813fa4234b7d856f"
+ ],
+ "layout": "IPY_MODEL_c64ad6ba00084950b5b4c7335265aefb"
+ }
+ },
+ "de6850dc0bd240929fb100e2b659e563": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e024623add4b46558a59aa41677d19d8": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_154cfe333be248c9886fea63c92b16c0",
+ "max": 2,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_f8254e8aa1cf4dfdbeac693be4f34bd1",
+ "value": 2
+ }
+ },
+ "e080f697a4c844b4860274536d856ad1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e08123b792fd4416b041bd47c75dad9a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_e08e5937e9d44509bb791ab7e9ed2c95",
+ "placeholder": "",
+ "style": "IPY_MODEL_4e9e286f63924425917b162515df16fb",
+ "value": " 6.96k/6.96k [00:00<00:00, 636kB/s]"
+ }
+ },
+ "e08e5937e9d44509bb791ab7e9ed2c95": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e23e2dbd84f042f5baa881ef700b0b47": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "e3dda309b0dc4571a91640e8cfad082e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e40e08bcd09040ffb518bf8c4c9ae3ef": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c6230237eb92483aacb93c39a3d700eb",
+ "placeholder": "",
+ "style": "IPY_MODEL_c39c8dcdd31c4bf08da2af61c9dec58c",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "e46c674ded2147c4ab25ef31b3d72243": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e669b34c5c93456480057f969697a11b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ButtonModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ButtonModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ButtonView",
+ "button_style": "",
+ "description": "Login",
+ "disabled": false,
+ "icon": "",
+ "layout": "IPY_MODEL_09de54500e7e4f3eb1331c9bc2a6000d",
+ "style": "IPY_MODEL_04ae0973d4ce48b6957498a532c1b81a",
+ "tooltip": ""
+ }
+ },
+ "e7748b74773a4727afd8802dbde3f50e": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "stream",
- "name": "stderr",
- "text": [
- "/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_token.py:88: UserWarning: \n",
- "The secret `HF_TOKEN` does not exist in your Colab secrets.\n",
- "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n",
- "You will be able to reuse this secret in all of your notebooks.\n",
- "Please note that authentication is recommended but still optional to access public models or datasets.\n",
- " warnings.warn(\n"
- ]
+ "e7df87a342214d31804a31ca8f1bf215": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "preprocessor_config.json: 0%| | 0.00/432 [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "8ee2099620f5444cba4b8b52f3a2e397"
- }
- },
- "metadata": {}
+ "e841c527d9714a06920eb329e9c23987": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "tokenizer_config.json: 0%| | 0.00/904 [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "05f31967e20b4b23bd9f2bc6ad8fb501"
- }
- },
- "metadata": {}
+ "e84f4ce5ee8747acb9bb0234d065d9e6": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_8685cea1714d447c8aef8d698924296f",
+ "placeholder": "",
+ "style": "IPY_MODEL_736aa3385bd940d89821cc41258ef15c",
+ "value": "Loading checkpoint shards: 100%"
+ }
+ },
+ "e8780e62b5df408db2ba65d98f95d385": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_95cd580ef12f40e688d33af803bcf32b",
+ "placeholder": "",
+ "style": "IPY_MODEL_4cb1acf5966b44bdac8746486ee93f0b",
+ "value": " 10/10 [00:00<00:00, 484.86 examples/s]"
+ }
+ },
+ "e899463514c444628cb1f01848530d7f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
+ },
+ "e954cb87ba514e0bbdbf38b151a686a0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_0d98cdd2e77940389466d8dc88959fef",
+ "placeholder": "",
+ "style": "IPY_MODEL_46c23ae27b83446187ae80d7cb68dfa4",
+ "value": " 585k/585k [00:00<00:00, 1.66MB/s]"
+ }
+ },
+ "ea01e4f9644c4a4dac13d92c929d6e75": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "vocab.json: 0%| | 0.00/798k [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "25fc3c929cfd4810b25e7209ca0f04a9"
- }
- },
- "metadata": {}
+ "ea63100ca1fd47ed868316cbb9f0fb14": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1f7ceedccbc247c59e64294510661775",
+ "placeholder": "",
+ "style": "IPY_MODEL_9148b3e872e04d95a88e96df8e51200f",
+ "value": " 2/2 [00:07<00:00, 3.61s/it]"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "merges.txt: 0%| | 0.00/456k [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "99ed588c8e4a4f1285452901e4f7967d"
- }
- },
- "metadata": {}
+ "eac6a8564bc84bd0ab01c9363e2f17fb": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "tokenizer.json: 0%| | 0.00/2.11M [00:00, ?B/s]"
+ "eaf3b897b6114723ade4d30fa6fd20c0": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_cabee12abca44c5092ad1bff8daf5884",
+ "IPY_MODEL_1e3f1670bc86468fbc895e11ac00c369",
+ "IPY_MODEL_55e5253f9ec1448f8fff614fab8ef58a"
],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "b27991f72755468ab3a88eefab7a8bfb"
- }
- },
- "metadata": {}
+ "layout": "IPY_MODEL_08d286521e47403888aac5fb9bd31d79"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "special_tokens_map.json: 0%| | 0.00/548 [00:00, ?B/s]"
+ "ec2fa312108a413884b087619de4f828": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_acbe85d2acb14556a926b018f192b73d",
+ "IPY_MODEL_cf42096d26c64fe094e35de13e0330f7",
+ "IPY_MODEL_e954cb87ba514e0bbdbf38b151a686a0"
],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "cbe40c78b50d4428bb30c321418cdb94"
- }
- },
- "metadata": {}
+ "layout": "IPY_MODEL_8c423eeef4ee457092dfdbd23c176bf7"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "config.json: 0%| | 0.00/6.96k [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "cb7d923b62834f2c95789a8f58a32fa5"
- }
- },
- "metadata": {}
+ "ed41113229c24ddfa7121c85709e6d25": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_7e05f5defa084a03986d18ac17cf98d5",
+ "placeholder": "",
+ "style": "IPY_MODEL_69f0cf52ef7346f8a47b2ccb994c8271",
+ "value": " 2/2 [00:07<00:00, 3.55s/it]"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "pytorch_model.bin.index.json: 0%| | 0.00/122k [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "b794abae4ce349ec9652d243f9d365df"
- }
- },
- "metadata": {}
+ "ed821654d3684132a2c28fa5e3b4b2cf": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Downloading shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "4e0bee88b2ba48e9a2f7f759d799d76a"
- }
- },
- "metadata": {}
+ "eda1b11057d545b1812b808e33e66717": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c5ca0f2eb83f4ef78055d87e4d8be862",
+ "placeholder": "",
+ "style": "IPY_MODEL_47959832ab74455c8a039b90b4170543",
+ "value": "merges.txt: 100%"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "pytorch_model-00001-of-00002.bin: 0%| | 0.00/10.0G [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "f05a02d4b35d41b79aec61232eafad10"
- }
- },
- "metadata": {}
+ "edb196cd321944c0a586a3565f3c5105": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "FloatProgressModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "FloatProgressModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "ProgressView",
+ "bar_style": "success",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_a743eaf62c1c412ca63dc981eb9a8324",
+ "max": 1,
+ "min": 0,
+ "orientation": "horizontal",
+ "style": "IPY_MODEL_1712182a7f3a405397de0a19424f5f83",
+ "value": 1
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "pytorch_model-00002-of-00002.bin: 0%| | 0.00/5.50G [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "77a82f8ba60842938890e2f8041a55ed"
- }
- },
- "metadata": {}
+ "ee29a53b521d4a789d80f11a6e9a9e75": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "10850975bc36435880210504a2651c0e"
- }
- },
- "metadata": {}
+ "eee75ea40f4744d991a2a460b0bfca08": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "084af67a58034a63896ca5f1f4fa5bd6"
- }
- },
- "metadata": {}
+ "ef97224d3291434f90b065cb1a1fa67b": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_783d5392debd45a3ae741c615316d647",
+ "placeholder": "",
+ "style": "IPY_MODEL_24675e04bc7445469a5c5165f1d4d25a",
+ "value": "Loading checkpoint shards: 100%"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
+ "f05a02d4b35d41b79aec61232eafad10": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_d6bf1ab3d49e4a2bb5f6bfe1f7448cf8",
+ "IPY_MODEL_1fc843b02dae4e9ebd01cc0eccd096d9",
+ "IPY_MODEL_b009035b4ec7442b8b1c803455d0d495"
],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "eaf3b897b6114723ade4d30fa6fd20c0"
- }
- },
- "metadata": {}
+ "layout": "IPY_MODEL_764c85e71c364f35bed063d4c7b0d9ea"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "dbb0fd5e9a1b47aebb92c120813e94b1"
- }
- },
- "metadata": {}
+ "f0d4f9418c3847f897275b0f3f348c82": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "fa150b512102496496de9fe739489e2d"
- }
- },
- "metadata": {}
+ "f19941801a5746bc948c6fee09e0c6fa": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "35ef2830e80249fd94df3f7317d05e17"
- }
- },
- "metadata": {}
+ "f352eb7677ca46e7ab42e2a6ad502ca1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_408e3e77ee934d659352be18fc3e2eb5",
+ "placeholder": "",
+ "style": "IPY_MODEL_6c4b4fdb70144d2c8540f8e2f7e43d87",
+ "value": " 2/2 [01:00<00:00, 28.79s/it]"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "9038532b375240739f8d99714276a53f"
- }
- },
- "metadata": {}
+ "f4d49e11f39e4290af4a6cfb43d7bb12": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "c11616842b874d3199980efc149409d9"
- }
- },
- "metadata": {}
+ "f5050ad49b8b4238a5cf0fbd0bd5fea4": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "16fb6722550945f186b533530f79fbd4"
- }
- },
- "metadata": {}
+ "f530763594f44424bf4d79f95f56fbb2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Loading checkpoint shards: 0%| | 0/2 [00:00, ?it/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "dc84f39cffce4c829f7db45440a6467a"
- }
- },
- "metadata": {}
+ "f5c32c87433a4bafb78c72953a63f122": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_4eaae4ed19524fe38eb636067b5527f1",
+ "placeholder": "",
+ "style": "IPY_MODEL_db4e76af343a4896836a0253c4f11231",
+ "value": " 122k/122k [00:00<00:00, 975kB/s]"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Uploading the dataset shards: 0%| | 0/1 [00:00, ?it/s]"
+ "f71a4c157d6f4001a1bc774fb562fb0a": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_4194055758494ef49a035683e7a6f5f9",
+ "IPY_MODEL_05c455f7d040415aa6e74c34b216a8d1",
+ "IPY_MODEL_c69f9496846347dfbee4ae1d36da3b74"
],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "f71a4c157d6f4001a1bc774fb562fb0a"
- }
- },
- "metadata": {}
+ "layout": "IPY_MODEL_25d4db1bf2b14592acee165d0edacdc9"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Map: 0%| | 0/10 [00:00, ? examples/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "89563ee1e1b748cba4af7fd6355d27d0"
- }
- },
- "metadata": {}
+ "f8254e8aa1cf4dfdbeac693be4f34bd1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "ProgressStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "ProgressStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "bar_color": null,
+ "description_width": ""
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Creating parquet from Arrow format: 0%| | 0/1 [00:00, ?ba/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "171b3538e1c1428c878cfcd8e1064ccb"
- }
- },
- "metadata": {}
+ "f92f8a42e6ed499bba4567bb99e979bd": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_d8d4c445c5dd41e3802599cbbb94feac",
+ "placeholder": "",
+ "style": "IPY_MODEL_aeb1353ebebf496bbca23174930fc7da",
+ "value": " 10/0 [03:30<00:00, 13.57s/ examples]"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "README.md: 0%| | 0.00/307 [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "b843e58ad26a4b24a00d14edd6caa11a"
- }
- },
- "metadata": {}
+ "f94d1a31942944faa21d2c186d2ed323": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HTMLModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HTMLModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HTMLView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_c190ace31d1942b381c4cf2657a6dc8e",
+ "placeholder": "",
+ "style": "IPY_MODEL_6b532a7e84c74ccca988ce1973b0c9c8",
+ "value": "Loading checkpoint shards: 100%"
+ }
},
- {
- "output_type": "execute_result",
- "data": {
- "text/plain": [
- "CommitInfo(commit_url='https://huggingface.co/datasets/kfahn/labeled_images_demo_BLIP2/commit/48e43b11de9d4998d3fe91b68fcff2dfc61c6a52', commit_message='Upload dataset', commit_description='', oid='48e43b11de9d4998d3fe91b68fcff2dfc61c6a52', pr_url=None, pr_revision=None, pr_num=None)"
- ],
- "application/vnd.google.colaboratory.intrinsic+json": {
- "type": "string"
- }
- },
- "metadata": {},
- "execution_count": 5
- }
- ]
- },
- {
- "cell_type": "markdown",
- "source": [
- "Let's check out our new dataset by downloading it from the hub."
- ],
- "metadata": {
- "id": "8B1aezVy6Z-i"
- }
- },
- {
- "cell_type": "code",
- "source": [
- "from datasets import load_dataset\n",
- "\n",
- "# Load the dataset\n",
- "dataset = load_dataset(\"kfahn/labeled_images_demo_BLIP2\")"
- ],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 133,
- "referenced_widgets": [
- "a217df2e9a874b37be0212f1a6d76b92",
- "db0f8c698abe444c86209a06394c884b",
- "6fce01f4734341668a66196dd13d792d",
- "9d9173cab4b547269aff3c810ad67407",
- "31a17c37c45842a4b11ab43e6b83bf39",
- "60cae9cc457843e2b40bda59b37ed341",
- "86345eb5ffc1474aa49ff5f2e7661aa5",
- "ce1864c4366043688a1f5a9ba378f598",
- "83ef85ccebaf47ada1fe5e77118fbe7a",
- "3b3f09d891c34ebaadd93ec35ba10853",
- "cbf8c7e7a2004d2f8e235b1416be4122",
- "ec2fa312108a413884b087619de4f828",
- "acbe85d2acb14556a926b018f192b73d",
- "cf42096d26c64fe094e35de13e0330f7",
- "e954cb87ba514e0bbdbf38b151a686a0",
- "8c423eeef4ee457092dfdbd23c176bf7",
- "49e6e6af76704363a65854d7d689b740",
- "4db01166230c4c3ab013a6688bee8de6",
- "8034ca34c96a4081824169003d3d4dbd",
- "9383c5c094a24a2ba5699bd9b5f19d4c",
- "0d98cdd2e77940389466d8dc88959fef",
- "46c23ae27b83446187ae80d7cb68dfa4",
- "7d7841557770419bac7a1002c03e3ac4",
- "51cf97039f284d79b750422327418783",
- "3014f40e3e07404a8684308de7936b1c",
- "9001e3d3d9b34647b9c098f5ef11bc75",
- "b9758ecb38d04afc8de2bd5dc1ac02d2",
- "bcbe75ae6c3648459a2caa747f9a8dba",
- "1dc1684e75ff400eb57d6504deed6539",
- "94d18e97e7ee46e8a8f72ba4453a6c39",
- "6494c117eed04a8db376e9dd6412a287",
- "d208749abd664c928bff45aa40deec75",
- "806f3e52701d450aacaa9774f95bd8bf"
- ]
+ "f957c7e6115546438128904400da540f": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- "id": "EIe5TY_o4Lv3",
- "outputId": "e8f2a148-8ff7-46fc-a81d-89e11fa00ff0"
- },
- "execution_count": 6,
- "outputs": [
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Downloading readme: 0%| | 0.00/307 [00:00, ?B/s]"
+ "fa150b512102496496de9fe739489e2d": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "HBoxModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "HBoxModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "HBoxView",
+ "box_style": "",
+ "children": [
+ "IPY_MODEL_e84f4ce5ee8747acb9bb0234d065d9e6",
+ "IPY_MODEL_826564aa51eb45a699fb61b405843520",
+ "IPY_MODEL_69519f831058496e9ec45ce7a05913cd"
],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "a217df2e9a874b37be0212f1a6d76b92"
- }
- },
- "metadata": {}
+ "layout": "IPY_MODEL_dbe318d55f76454186ee574afe6e9ba8"
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Downloading data: 0%| | 0.00/585k [00:00, ?B/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "ec2fa312108a413884b087619de4f828"
- }
- },
- "metadata": {}
+ "fc7cec0b4a8d4a85a5bd318b9698e164": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "LabelModel",
+ "state": {
+ "_dom_classes": [],
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "LabelModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/controls",
+ "_view_module_version": "1.5.0",
+ "_view_name": "LabelView",
+ "description": "",
+ "description_tooltip": null,
+ "layout": "IPY_MODEL_1a0fadad34634e588ae4d2166696708f",
+ "placeholder": "",
+ "style": "IPY_MODEL_e7df87a342214d31804a31ca8f1bf215",
+ "value": "Token is valid (permission: write)."
+ }
},
- {
- "output_type": "display_data",
- "data": {
- "text/plain": [
- "Generating train split: 0%| | 0/10 [00:00, ? examples/s]"
- ],
- "application/vnd.jupyter.widget-view+json": {
- "version_major": 2,
- "version_minor": 0,
- "model_id": "7d7841557770419bac7a1002c03e3ac4"
- }
- },
- "metadata": {}
- }
- ]
- },
- {
- "cell_type": "markdown",
- "source": [
- "Let's take a look at one of the images."
- ],
- "metadata": {
- "id": "SNq37djQTl8S"
- }
- },
- {
- "cell_type": "code",
- "source": [
- "dataset[\"train\"][\"image\"][0]"
- ],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 549
+ "fd639594cfc948979f805702f23884e1": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
},
- "id": "vlWXQAzm4LrE",
- "outputId": "f65e5d69-e588-44ae-a701-977d83dc2aff"
- },
- "execution_count": 7,
- "outputs": [
- {
- "output_type": "execute_result",
- "data": {
- "text/plain": [
- ""
- ],
- "image/png": "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\n"
- },
- "metadata": {},
- "execution_count": 7
- }
- ]
- },
- {
- "cell_type": "markdown",
- "source": [
- "Now let's take a look at the label: it is 'a conference room with a table and chairs.' The model provided an accurate label!"
- ],
- "metadata": {
- "id": "Z4tSgSpN_nbr"
- }
- },
- {
- "cell_type": "code",
- "source": [
- "dataset[\"train\"][\"label\"][0]"
- ],
- "metadata": {
- "colab": {
- "base_uri": "https://localhost:8080/",
- "height": 56
+ "fe2748c1f4f54f52ad0ed2123d8710a2": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
},
- "id": "TvdCuPkP4LnN",
- "outputId": "d3c67f17-5358-468a-9fc7-99abb31a3145"
- },
- "execution_count": 8,
- "outputs": [
- {
- "output_type": "execute_result",
- "data": {
- "text/plain": [
- "'a conference room with chairs and a table'"
- ],
- "application/vnd.google.colaboratory.intrinsic+json": {
- "type": "string"
- }
- },
- "metadata": {},
- "execution_count": 8
+ "fe615bf8e5a84caa8ea67bd20613ff03": {
+ "model_module": "@jupyter-widgets/controls",
+ "model_module_version": "1.5.0",
+ "model_name": "DescriptionStyleModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/controls",
+ "_model_module_version": "1.5.0",
+ "_model_name": "DescriptionStyleModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "StyleView",
+ "description_width": ""
+ }
+ },
+ "ffd0140727c84c14adcb17404b8e7416": {
+ "model_module": "@jupyter-widgets/base",
+ "model_module_version": "1.2.0",
+ "model_name": "LayoutModel",
+ "state": {
+ "_model_module": "@jupyter-widgets/base",
+ "_model_module_version": "1.2.0",
+ "_model_name": "LayoutModel",
+ "_view_count": null,
+ "_view_module": "@jupyter-widgets/base",
+ "_view_module_version": "1.2.0",
+ "_view_name": "LayoutView",
+ "align_content": null,
+ "align_items": null,
+ "align_self": null,
+ "border": null,
+ "bottom": null,
+ "display": null,
+ "flex": null,
+ "flex_flow": null,
+ "grid_area": null,
+ "grid_auto_columns": null,
+ "grid_auto_flow": null,
+ "grid_auto_rows": null,
+ "grid_column": null,
+ "grid_gap": null,
+ "grid_row": null,
+ "grid_template_areas": null,
+ "grid_template_columns": null,
+ "grid_template_rows": null,
+ "height": null,
+ "justify_content": null,
+ "justify_items": null,
+ "left": null,
+ "margin": null,
+ "max_height": null,
+ "max_width": null,
+ "min_height": null,
+ "min_width": null,
+ "object_fit": null,
+ "object_position": null,
+ "order": null,
+ "overflow": null,
+ "overflow_x": null,
+ "overflow_y": null,
+ "padding": null,
+ "right": null,
+ "top": null,
+ "visibility": null,
+ "width": null
+ }
}
- ]
+ }
}
- ]
-}
\ No newline at end of file
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
From 4506ce0cccd7dca0d13bc5d2bafe859dddae1274 Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Fri, 16 Feb 2024 11:35:22 -0500
Subject: [PATCH 6/8] Update image_labeling_BLIP_2.ipynb
---
.../image_labeling_BLIP_2.ipynb | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
index 68f845f2f..9084549f5 100644
--- a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
+++ b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
@@ -221,7 +221,7 @@
"# Alternately, you can load images from a local folder\n",
"# path = \"\"\n",
"\n",
- "# Set the number of images to generate\n",
+ "# Set the number of images to label\n",
"num_images = 10\n",
"\n",
"# Add a prompt to indicate how you want to label the image\n",
From bc777926a84daf85cb21241609fb88ee5d229188 Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Fri, 16 Feb 2024 12:34:40 -0500
Subject: [PATCH 7/8] Update oneformer.mdx
Ran code_formatter.py
---
.../oneformer.mdx | 31 +++++++++++++------
1 file changed, 21 insertions(+), 10 deletions(-)
diff --git a/chapters/en/Unit 3 - Vision Transformers/oneformer.mdx b/chapters/en/Unit 3 - Vision Transformers/oneformer.mdx
index 170742b9c..a22b29c1d 100644
--- a/chapters/en/Unit 3 - Vision Transformers/oneformer.mdx
+++ b/chapters/en/Unit 3 - Vision Transformers/oneformer.mdx
@@ -50,6 +50,7 @@ from PIL import Image
import requests
import matplotlib.pyplot as plt
+
def run_segmentation(image, task_type):
"""Performs image segmentation based on the given task type.
@@ -64,26 +65,38 @@ def run_segmentation(image, task_type):
ValueError: If the task type is invalid.
"""
- processor = OneFormerProcessor.from_pretrained("shi-labs/oneformer_ade20k_dinat_large") # Load once here
- model = OneFormerForUniversalSegmentation.from_pretrained("shi-labs/oneformer_ade20k_dinat_large")
+ processor = OneFormerProcessor.from_pretrained(
+ "shi-labs/oneformer_ade20k_dinat_large"
+ ) # Load once here
+ model = OneFormerForUniversalSegmentation.from_pretrained(
+ "shi-labs/oneformer_ade20k_dinat_large"
+ )
if task_type == "semantic":
inputs = processor(images=image, task_inputs=["semantic"], return_tensors="pt")
outputs = model(**inputs)
- predicted_map = processor.post_process_semantic_segmentation(outputs, target_sizes=[image.size[::-1]])[0]
+ predicted_map = processor.post_process_semantic_segmentation(
+ outputs, target_sizes=[image.size[::-1]]
+ )[0]
elif task_type == "instance":
inputs = processor(images=image, task_inputs=["instance"], return_tensors="pt")
outputs = model(**inputs)
- predicted_map = processor.post_process_instance_segmentation(outputs, target_sizes=[image.size[::-1]])[0]["segmentation"]
+ predicted_map = processor.post_process_instance_segmentation(
+ outputs, target_sizes=[image.size[::-1]]
+ )[0]["segmentation"]
elif task_type == "panoptic":
inputs = processor(images=image, task_inputs=["panoptic"], return_tensors="pt")
outputs = model(**inputs)
- predicted_map = processor.post_process_panoptic_segmentation(outputs, target_sizes=[image.size[::-1]])[0]["segmentation"]
+ predicted_map = processor.post_process_panoptic_segmentation(
+ outputs, target_sizes=[image.size[::-1]]
+ )[0]["segmentation"]
else:
- raise ValueError("Invalid task type. Choose from 'semantic', 'instance', or 'panoptic'")
+ raise ValueError(
+ "Invalid task type. Choose from 'semantic', 'instance', or 'panoptic'"
+ )
return predicted_map
@@ -114,11 +127,9 @@ response = requests.get(url, stream=True)
response.raise_for_status() # Check for HTTP errors
image = Image.open(response.raw)
-task_to_run = "semantic"
-predicted_map = run_segmentation(image, task_to_run)
+task_to_run = "semantic"
+predicted_map = run_segmentation(image, task_to_run)
show_image_comparison(image, predicted_map, task_to_run)
-
-
```
![semantic segmentation](https://huggingface.co/datasets/hf-vision/course-assets/resolve/main/oneformer/oneformer_semantic.png)
From e3b496766a02d491cbc511fed1f8daeb30597ff6 Mon Sep 17 00:00:00 2001
From: Kathy <65121394+kfahn22@users.noreply.github.com>
Date: Sat, 17 Feb 2024 08:43:10 -0500
Subject: [PATCH 8/8] Update image_labeling_BLIP_2.ipynb
Fix typo
---
.../image_labeling_BLIP_2.ipynb | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
index 9084549f5..8c0e7b31a 100644
--- a/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
+++ b/notebooks/Unit 10 - Synthetic Data Creation/image_labeling_BLIP_2.ipynb
@@ -197,7 +197,7 @@
"source": [
"## Image captioning\n",
"\n",
- "We are using the BLIP-2 model and its corresponding processor. We will load a BLIP-2 checkpoint that leverages the pre-trained OPT model by Meta AI, which as 2.7 billion parameters. Note that while we will use 4-bit inference using Bitsandbytes--which greatly reduces the memory requirements--you can use other dtypes. You can learn more about the model [here](https://huggingface.co/Salesforce/blip2-opt-2.7b).\n",
+ "We are using the BLIP-2 model and its corresponding processor. We will load a BLIP-2 checkpoint that leverages the pre-trained OPT model by Meta AI, which as 2.7 billion parameters. Note that while we will use 8-bit inference using Bitsandbytes--which greatly reduces the memory requirements--you can use other dtypes. You can learn more about the model [here](https://huggingface.co/Salesforce/blip2-opt-2.7b).\n",
"\n"
]
},