Men-El-Akher.AI.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5uKk53ZHjchP",
        "outputId": "f277e682-2ab5-4260-8efb-1214b5bfdec6"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Collecting transformers[sentencepiece]\n",
            "  Downloading transformers-4.30.2-py3-none-any.whl (7.2 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.2/7.2 MB\u001b[0m \u001b[31m46.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting evaluate\n",
            "  Downloading evaluate-0.4.0-py3-none-any.whl (81 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m81.4/81.4 kB\u001b[0m \u001b[31m11.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting datasets\n",
            "  Downloading datasets-2.13.1-py3-none-any.whl (486 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m486.2/486.2 kB\u001b[0m \u001b[31m43.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting rouge_score\n",
            "  Downloading rouge_score-0.1.2.tar.gz (17 kB)\n",
            "  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Collecting rouge\n",
            "  Downloading rouge-1.0.1-py3-none-any.whl (13 kB)\n",
            "Requirement already satisfied: numba in /usr/local/lib/python3.10/dist-packages (0.56.4)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (1.22.4)\n",
            "Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (1.5.3)\n",
            "Collecting arabert\n",
            "  Downloading arabert-1.0.1-py3-none-any.whl (179 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m179.3/179.3 kB\u001b[0m \u001b[31m22.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (3.12.2)\n",
            "Collecting huggingface-hub<1.0,>=0.14.1 (from transformers[sentencepiece])\n",
            "  Downloading huggingface_hub-0.16.2-py3-none-any.whl (268 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m268.5/268.5 kB\u001b[0m \u001b[31m33.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (23.1)\n",
            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (6.0)\n",
            "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (2022.10.31)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (2.27.1)\n",
            "Collecting tokenizers!=0.11.3,<0.14,>=0.11.1 (from transformers[sentencepiece])\n",
            "  Downloading tokenizers-0.13.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.8 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.8/7.8 MB\u001b[0m \u001b[31m105.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting safetensors>=0.3.1 (from transformers[sentencepiece])\n",
            "  Downloading safetensors-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m73.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (4.65.0)\n",
            "Collecting sentencepiece!=0.1.92,>=0.1.91 (from transformers[sentencepiece])\n",
            "  Downloading sentencepiece-0.1.99-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m84.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: protobuf<=3.20.3 in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (3.20.3)\n",
            "Requirement already satisfied: torch!=1.12.0,>=1.9 in /usr/local/lib/python3.10/dist-packages (from transformers[sentencepiece]) (2.0.1+cu118)\n",
            "Collecting accelerate>=0.20.2 (from transformers[sentencepiece])\n",
            "  Downloading accelerate-0.20.3-py3-none-any.whl (227 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m227.6/227.6 kB\u001b[0m \u001b[31m31.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting dill (from evaluate)\n",
            "  Downloading dill-0.3.6-py3-none-any.whl (110 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m110.5/110.5 kB\u001b[0m \u001b[31m16.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting xxhash (from evaluate)\n",
            "  Downloading xxhash-3.2.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (212 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m212.5/212.5 kB\u001b[0m \u001b[31m28.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting multiprocess (from evaluate)\n",
            "  Downloading multiprocess-0.70.14-py310-none-any.whl (134 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.3/134.3 kB\u001b[0m \u001b[31m20.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hRequirement already satisfied: fsspec[http]>=2021.05.0 in /usr/local/lib/python3.10/dist-packages (from evaluate) (2023.6.0)\n",
            "Collecting responses<0.19 (from evaluate)\n",
            "  Downloading responses-0.18.0-py3-none-any.whl (38 kB)\n",
            "Requirement already satisfied: pyarrow>=8.0.0 in /usr/local/lib/python3.10/dist-packages (from datasets) (9.0.0)\n",
            "Requirement already satisfied: aiohttp in /usr/local/lib/python3.10/dist-packages (from datasets) (3.8.4)\n",
            "Requirement already satisfied: absl-py in /usr/local/lib/python3.10/dist-packages (from rouge_score) (1.4.0)\n",
            "Requirement already satisfied: nltk in /usr/local/lib/python3.10/dist-packages (from rouge_score) (3.8.1)\n",
            "Requirement already satisfied: six>=1.14.0 in /usr/local/lib/python3.10/dist-packages (from rouge_score) (1.16.0)\n",
            "Requirement already satisfied: llvmlite<0.40,>=0.39.0dev0 in /usr/local/lib/python3.10/dist-packages (from numba) (0.39.1)\n",
            "Requirement already satisfied: setuptools in /usr/local/lib/python3.10/dist-packages (from numba) (67.7.2)\n",
            "Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2.8.2)\n",
            "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas) (2022.7.1)\n",
            "Collecting PyArabic (from arabert)\n",
            "  Downloading PyArabic-0.6.15-py3-none-any.whl (126 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m126.4/126.4 kB\u001b[0m \u001b[31m18.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hCollecting farasapy (from arabert)\n",
            "  Downloading farasapy-0.0.14-py3-none-any.whl (11 kB)\n",
            "Collecting emoji==1.4.2 (from arabert)\n",
            "  Downloading emoji-1.4.2.tar.gz (184 kB)\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m185.0/185.0 kB\u001b[0m \u001b[31m26.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "Requirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from accelerate>=0.20.2->transformers[sentencepiece]) (5.9.5)\n",
            "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (23.1.0)\n",
            "Requirement already satisfied: charset-normalizer<4.0,>=2.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (2.0.12)\n",
            "Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (6.0.4)\n",
            "Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (4.0.2)\n",
            "Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (1.9.2)\n",
            "Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (1.3.3)\n",
            "Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.10/dist-packages (from aiohttp->datasets) (1.3.1)\n",
            "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.14.1->transformers[sentencepiece]) (4.6.3)\n",
            "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->transformers[sentencepiece]) (1.26.16)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->transformers[sentencepiece]) (2023.5.7)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->transformers[sentencepiece]) (3.4)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch!=1.12.0,>=1.9->transformers[sentencepiece]) (1.11.1)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch!=1.12.0,>=1.9->transformers[sentencepiece]) (3.1)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch!=1.12.0,>=1.9->transformers[sentencepiece]) (3.1.2)\n",
            "Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch!=1.12.0,>=1.9->transformers[sentencepiece]) (2.0.0)\n",
            "Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch!=1.12.0,>=1.9->transformers[sentencepiece]) (3.25.2)\n",
            "Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch!=1.12.0,>=1.9->transformers[sentencepiece]) (16.0.6)\n",
            "Requirement already satisfied: click in /usr/local/lib/python3.10/dist-packages (from nltk->rouge_score) (8.1.3)\n",
            "Requirement already satisfied: joblib in /usr/local/lib/python3.10/dist-packages (from nltk->rouge_score) (1.2.0)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch!=1.12.0,>=1.9->transformers[sentencepiece]) (2.1.3)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch!=1.12.0,>=1.9->transformers[sentencepiece]) (1.3.0)\n",
            "Building wheels for collected packages: rouge_score, emoji\n",
            "  Building wheel for rouge_score (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for rouge_score: filename=rouge_score-0.1.2-py3-none-any.whl size=24934 sha256=408e36ac5021f105a3cec70af6a83220a2c23d5d4022b75e9f7270a4a501739c\n",
            "  Stored in directory: /root/.cache/pip/wheels/5f/dd/89/461065a73be61a532ff8599a28e9beef17985c9e9c31e541b4\n",
            "  Building wheel for emoji (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for emoji: filename=emoji-1.4.2-py3-none-any.whl size=186458 sha256=f7ca05a6485ad1151d038178ff772a889685126fccd365a04882386b5dd69b26\n",
            "  Stored in directory: /root/.cache/pip/wheels/10/f0/fd/4813b1177405693e8da9cdea839f0fb64fde161380e058c827\n",
            "Successfully built rouge_score emoji\n",
            "Installing collected packages: tokenizers, sentencepiece, safetensors, emoji, xxhash, rouge, PyArabic, dill, rouge_score, responses, multiprocess, huggingface-hub, farasapy, transformers, arabert, datasets, evaluate, accelerate\n",
            "Successfully installed PyArabic-0.6.15 accelerate-0.20.3 arabert-1.0.1 datasets-2.13.1 dill-0.3.6 emoji-1.4.2 evaluate-0.4.0 farasapy-0.0.14 huggingface-hub-0.16.2 multiprocess-0.70.14 responses-0.18.0 rouge-1.0.1 rouge_score-0.1.2 safetensors-0.3.1 sentencepiece-0.1.99 tokenizers-0.13.3 transformers-4.30.2 xxhash-3.2.0\n"
          ]
        }
      ],
      "source": [
        "!pip install \"transformers[sentencepiece]\" \"transformers[torch]\" evaluate datasets rouge_score rouge numba numpy pandas arabert"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "_EUb-5F2jMfo"
      },
      "outputs": [],
      "source": [
        "import torch\n",
        "import datasets\n",
        "from transformers import AutoModelForSeq2SeqLM, Seq2SeqTrainingArguments, Seq2SeqTrainer, DataCollatorForSeq2Seq, AutoTokenizer\n",
        "from rouge import Rouge\n",
        "import numpy as np\n",
        "import evaluate\n",
        "from numba import cuda\n",
        "import re\n",
        "import json\n",
        "import pandas as pd"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "zU5uTbuYgm_z"
      },
      "outputs": [],
      "source": [
        "from arabert.preprocess import ArabertPreprocessor"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "PpJ8-9e7DjOC",
        "outputId": "9b06eab4-2b41-4261-c505-e641cb92581c"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Downloading...\n",
            "From: https://drive.google.com/uc?id=1-VWQqbbWWAcEqkyW1GkKJojpn2Si1kV2\n",
            "To: /content/arabic.pkl\n",
            "100% 119M/119M [00:00<00:00, 212MB/s]\n",
            "Downloading...\n",
            "From: https://huggingface.co/datasets/csebuetnlp/xlsum/resolve/main/data/arabic_XLSum_v2.0.tar.bz2\n",
            "To: /content/arabic_XLSum_v2.0.tar.bz2\n",
            "100% 44.9M/44.9M [00:00<00:00, 436MB/s]\n",
            "./\n",
            "./arabic_test.jsonl\n",
            "./arabic_val.jsonl\n",
            "./arabic_train.jsonl\n"
          ]
        }
      ],
      "source": [
        "!gdown https://drive.google.com/uc?id=1-VWQqbbWWAcEqkyW1GkKJojpn2Si1kV2&export=download\n",
        "!gdown https://huggingface.co/datasets/csebuetnlp/xlsum/resolve/main/data/arabic_XLSum_v2.0.tar.bz2\n",
        "!tar -xvf /content/arabic_XLSum_v2.0.tar.bz2"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "xh9QV_z9Dogn"
      },
      "outputs": [],
      "source": [
        "import pickle\n",
        "import os\n",
        "\n",
        "# Wikilingua Dataset\n",
        "\n",
        "with open('/content/arabic.pkl', 'rb') as f:\n",
        "  arabic_docs=pickle.load(f)\n",
        "\n",
        "X=[]  # Data\n",
        "Y=[]  # Labels\n",
        "for link in arabic_docs.values():\n",
        "  for part in link.values():\n",
        "    X.append(part['document'])\n",
        "    Y.append(part['summary'])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 294,
          "referenced_widgets": [
            "6755e0d1ce4a41fb85bf09e0fada9367",
            "124edf9f893f4cac851edfca14278a1d",
            "791752dd6c0b463f8e76e5e5ea798e58",
            "e7ac578779a34ac8b952124db7bebc63",
            "4c23fd1e1c1f4df5a08088aa688c382e",
            "3b1cd2f02d64481a9930c389f18bbded",
            "1c7e5ae5aa36487f919aa8d3f80c5e92",
            "238cd0c351e34517853f598ff74ef3a6",
            "f03a320f82cd4093ae5c1f5e41b08818",
            "e399cc80b2694cf7b89fa31433aae967",
            "ca0e1b91f860451192e56f41d88fc40e",
            "c980c9d87e4d4e77befe9c0194e4ce67",
            "eec45ef794d24b159755aa23a5e470eb",
            "2022879921544161ba28f1eebb2524ba",
            "bee662e7aef54e149cc62b2e03e6f10d",
            "b3709eb1e3994ee99fe614c07d0d4824",
            "cc9abf47217f4769ab8383b967fff156",
            "12e4e2337c264bfa9ed545e13291d136",
            "c5c93b021de84769bf42bb9d666637dd",
            "cfa2f6abb8e94186bf2fe92ee763c75f",
            "cc2befd05e3149b687091e8d1a76b379",
            "249c2b26e9254aee9b4db4900d895740",
            "30c0c461edaf404698db4a4e48abd743",
            "fc98a6728d2e44b0ac750b22906e2cf5",
            "abd7d6e4148a409b94acf35ca0e06a2e",
            "2d953e9aaf4a4eee9863dd8a2c578d5a",
            "8fd1f0e3599643deabda9e4c1f3fb099",
            "f8321602cb0a4eeab26f730528c24ac7",
            "d026350b3ee845e29ce7360b39a15bf3",
            "f6cfc27833f145958871e14b6cd59c30",
            "ba85620fc81945338db4aa92e95ec978",
            "91a983dc1b6a414f9ecabacb3b3d7be5",
            "8c150715e7ca4fe2b79908675879bd34",
            "f97db7e78d224fe3b36b7a03e422baae",
            "4fb663b734e247cfa4f1ff2be7abf4c7",
            "82005077d4da44088cd912d56d997228",
            "fe4912b330334010b5e220f8ae5bfc05",
            "54966647a4fa43779d1182914fcfe648",
            "a911c868d1e14d43a15c391e667c154d",
            "718b31beefa14da082b301201b0dcb80",
            "24afe384abc140909384ce705f68e40e",
            "07399780dbd342b7a9388c466aade612",
            "20b460e484ab49559cda35e9c28132af",
            "6d619d6e0c344d6c82d6f0a210d1ecd3"
          ]
        },
        "id": "Q3bIyfxhjMfu",
        "outputId": "960be4a5-623f-4b03-9d7c-23e6d42b3696"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "6755e0d1ce4a41fb85bf09e0fada9367",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)okenizer_config.json:   0%|          | 0.00/335 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "c980c9d87e4d4e77befe9c0194e4ce67",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)lve/main/config.json:   0%|          | 0.00/679 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "30c0c461edaf404698db4a4e48abd743",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading spiece.model:   0%|          | 0.00/2.44M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "f97db7e78d224fe3b36b7a03e422baae",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)cial_tokens_map.json:   0%|          | 0.00/65.0 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "WARNING:root:Model provided is not in the accepted model list. Preprocessor will default to a base Arabic preprocessor\n"
          ]
        }
      ],
      "source": [
        "from datasets import load_dataset\n",
        "checkpoint = \"malmarjeh/t5-arabic-text-summarization\"\n",
        "tokenizer = AutoTokenizer.from_pretrained(checkpoint)\n",
        "preprocessor = ArabertPreprocessor(model_name=\"\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "bpof2BFLDMmN"
      },
      "outputs": [],
      "source": [
        "# texts=[]\n",
        "# summaries = []\n",
        "\n",
        "x_valid = []\n",
        "y_valid = []\n",
        "# Labeled validation dataset\n",
        "with open('labeled_validation_dataset.jsonl', 'r', encoding='utf-8') as file:\n",
        "    for line in file:\n",
        "        data = json.loads(line)\n",
        "        if data is None: continue\n",
        "        text=data['paragraph']\n",
        "        summary = data['summary']\n",
        "        x_valid.append(text)\n",
        "        y_valid.append(summary)\n",
        "\n",
        "# X = texts + X\n",
        "# Y = summaries + Y\n",
        "\n",
        "with open('/content/arabic_train.jsonl', 'r') as f:\n",
        "  for line in f:\n",
        "    data = json.loads(line)\n",
        "    X.append(data['text'])\n",
        "    Y.append(data['summary'])\n",
        "\n",
        "with open('/content/arabic_test.jsonl', 'r') as f:\n",
        "  for line in f:\n",
        "    data = json.loads(line)\n",
        "    X.append(data['text'])\n",
        "    Y.append(data['summary'])\n",
        "\n",
        "with open('/content/arabic_val.jsonl', 'r') as f:\n",
        "  for line in f:\n",
        "    data = json.loads(line)\n",
        "    X.append(data['text'])\n",
        "    Y.append(data['summary'])\n",
        "\n",
        "df1 = pd.DataFrame(list(zip(X, Y)),\n",
        "               columns =['paragraph', 'summary'])\n",
        "df2 = pd.DataFrame(list(zip(x_valid,y_valid)),\n",
        "                  columns = ['paragraph', 'summary'])\n",
        "\n",
        "dataset = datasets.Dataset.from_pandas(df1, split='train')\n",
        "dataset_test = datasets.Dataset.from_pandas(df2,split = \"test\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "dx8ipVbxU-R5",
        "outputId": "fc2d922b-7ed4-4709-8f7d-635c546718b7"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Dataset({\n",
              "    features: ['paragraph', 'summary'],\n",
              "    num_rows: 76098\n",
              "})"
            ]
          },
          "execution_count": 19,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# dataset=dataset.train_test_split(test_size=0.1, seed=42, shuffle=True)\n",
        "dataset"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Qya2JtDU8zI8",
        "outputId": "aad3462b-dd25-4886-fa26-7c5f74a2ac90"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Dataset({\n",
              "    features: ['paragraph', 'summary'],\n",
              "    num_rows: 154\n",
              "})"
            ]
          },
          "execution_count": 18,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "dataset_test"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "gQfEZ2zIk89_",
        "outputId": "51ec7ea9-a7e5-4d48-ba37-4e4e5a526f5b"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "{'paragraph': 'وتحت عنوان من الكارثة إلى التحدى يبدأ الكاتب عرض الكتاب الرابع ، حيث يوضح كيف كانت إسرائيل فرحة بنصرها عام 67 وأنها ارتاحت لاعتقادها بأن هناك وقتا طويلا وطويلا جدا قبل أن يفيق العرب من صدمة 67، وكيف أن القوات الجوية للجمهورية العربية المتحدة قد فاجأتها بعد شهر واحد من نهاية حرب 67 بهجوم جوى عنيف على مواقعها فى سيناء وكان هذا إعلانا عن بداية حرب من نوع جديد هى حرب الاستنزاف التى استمرت حتى تم وقف إطلاق النار بين الطرفين فى 8 أغسطس 1970، ثم وفاة عبدالناصر وتولى أنور السادات حكم مصر واستعداده للحرب . ويتعرض الكاتب أيضا وبصورة سريعة لفلسطين والأردن وسوريا قبل أن ينتقل إلى الكتاب الخامس عن حرب أكتوبر ، حيث يعرض الخطط والاستعدادات المصرية ثم الاستعدادات الإسرائيلية ثم يبدأ بعرض وقائع الحرب بداية من الضربة الجوية وانهيار خط بارليف واختراقه ، ويتوقف الكاتب عند يوم 8 أكتوبر ، ويقول : إن هذا اليوم كان اسوأ هزيمة فى تاريخ الجيش الإسرائيلى ثم ينتقل بنا المؤلف إلى الجبهة السورية ثم يعود ثانية إلى يوميات الحرب حتى 7 9 أكتوبر إلى 9 13 أكتوبر ثم 14 أكتوبر ، ثم يعرض للثغرة أو ما عرف بعملية المزرعة الصينية يوم 16 و 15 أكتوبر والمساعدات الأمريكية الضخمة لإسرائيل ، ثم بداية الضغوط السياسية على الرئيس أنور السادات من 17 19 أكتوبر ثم ينتقل الكاتب للأحداث التى جرت من 17 20 أكتوبر وإعفاء الفريق الشاذلى من منصبه كرئيس لأركان القوات المسلحة المصرية ، وتولى الفريق الجمسى بدلا منه ثم الاتجاه إلى الموافقة على طلب وقف إطلاق النار والخلاف مع سوريا بشأن هذا الأمر ، ثم بداية الهجوم الإسرائيلى من 19 إلى 22 أكتوبر على الضفة الغربية لقناة السويس والعمليات النهائية فى سوريا 14 23 أكتوبر ، وكيف أن الملك حسين قرر دخول الحرب ضد إسرائيل يوم 9 أكتوبر ، ثم يعرض الكاتب المعركة الخاصة بالاستيلاء على مدينة السويس من 23 أكتوبر إلى 25 أكتوبر ثم تطورات هذه المعركة ، وكيف أنه مع حلول يوم السابع والعشرين من أكتوبر كان الإسرائيليون قد أسروا نحو ثمانية آلاف فرد من القوات المصرية ، أغلبهم من وحدات الإمداد والتموين .',\n",
              " 'summary': 'يبدأ الكاتب عرض الكتاب الرابع تحت عنوان من الكارثة إلى التحدى؛ حيث يوضح كيف كانت إسرائيل فرحة بنصرها عام 67، وكيف بدأت حرب الاستنزاف، ثم يتكلم عن وفاة عبدالناصر، وتولى أنور السادات حكم مصر، ويعرض الكاتب للخطط والاستعدادات المصرية، ثم الاستعدادات الإسرائيلية، ثم يبدأ بعرض وقائع الحرب، ويتوقف الكاتب عند يوم 8 أكتوبر، ويقول: إن هذا اليوم كان أسوأ هزيمة فى تاريخ الجيش الإسرائيلى، ثم ينتقل بنا إلى الجبهة السورية، ثم يعود ثانية إلى يوميات الحرب من  9 أكتوبر إلى 13 و 14 أكتوبر، والعمليات النهائية فى سوريا 14 إلى 23 أكتوبر، ثم يعرض الكاتب المعركة الخاصة بالاستيلاء على مدينة السويس من 23 أكتوبر إلى 25 أكتوبر، ثم تطورات هذه المعركة. '}"
            ]
          },
          "execution_count": 10,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# dataset['train'][0]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "JkQO4FUiWB8O"
      },
      "outputs": [],
      "source": [
        "def tokenize_function(examples):\n",
        "  inputs = [ preprocessor.preprocess(doc) for doc in examples['paragraph']]\n",
        "  model_inputs = tokenizer(inputs, padding='max_length', max_length=512, truncation=True, return_tensors='pt')\n",
        "\n",
        "  with tokenizer.as_target_tokenizer():\n",
        "    labels = tokenizer(examples['summary'], padding=True, max_length=128, truncation=True, return_tensors=\"pt\")\n",
        "  model_inputs['labels'] = labels['input_ids'].cuda()\n",
        "  model_inputs['input_ids'] = model_inputs['input_ids'].cuda()\n",
        "  print(model_inputs['input_ids'])\n",
        "\n",
        "  return model_inputs"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "65RLAH3ES50f"
      },
      "outputs": [],
      "source": [
        "def tokenize_function_xlsum(examples):\n",
        "  inputs = [ preprocessor.preprocess(doc) for doc in examples['text']]\n",
        "  model_inputs = tokenizer(inputs, padding='max_length', max_length=512, truncation=True, return_tensors='pt')\n",
        "\n",
        "  with tokenizer.as_target_tokenizer():\n",
        "    labels = tokenizer(examples['summary'], padding=True, max_length=128, truncation=True, return_tensors=\"pt\")\n",
        "  model_inputs['labels'] = labels['input_ids'].cuda()\n",
        "  model_inputs['input_ids'] = model_inputs['input_ids'].cuda()\n",
        "  print(model_inputs['input_ids'])\n",
        "\n",
        "  return model_inputs"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000,
          "referenced_widgets": [
            "698f6f983fb94a53821c295c5331abd8",
            "da390a1d0849444f8e9325a88ad4a772",
            "8173b26866f94515af275d35c7554f67",
            "b0564bb561a043be8e3e28e606368b94",
            "63f7b64339544fa3ad653efc8fc9d51c",
            "6f4d78b8e9ec4a12bbdce22ca5c5838d",
            "ac6baa685a1649bfaf24c4969bb9d163",
            "758122178e7d476fa4da76d50900c2e1",
            "a0d87be903c24b29ad596708fde07841",
            "31b9a52199ca4e8cb95787b9cf716a2a",
            "1cb8374406e246da9cb7de0692c00368"
          ]
        },
        "id": "8x4mLeubjMfw",
        "outputId": "33830980-681b-4c35-f317-81d0c447cb71"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "698f6f983fb94a53821c295c5331abd8",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Map:   0%|          | 0/76098 [00:00<?, ? examples/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:3619: UserWarning: `as_target_tokenizer` is deprecated and will be removed in v5 of Transformers. You can tokenize your labels by using the argument `text_target` of the regular `__call__` method (either in the same call as your input texts if you use the same keyword arguments, or in a separate call.\n",
            "  warnings.warn(\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "tensor([[  215,  2165, 54318,  ...,   493, 49664,     1],\n",
            "        [32686,  1857,   836,  ..., 13270,    60,     1],\n",
            "        [    3,    16, 68957,  ...,    40,   481,     1],\n",
            "        ...,\n",
            "        [   21,   345,  2270,  ...,     0,     0,     0],\n",
            "        [  168,   234,   777,  ...,    57, 33878,     1],\n",
            "        [  168, 14847,    40,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[    8,   589,     6,  ...,     0,     0,     0],\n",
            "        [ 7659, 18716, 48162,  ...,     6,   676,     1],\n",
            "        [  615,   279,   506,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [30825,    31,   640,  ...,    22,    77,     1],\n",
            "        [ 1278,  1131,     6,  ...,  3041,    13,     1],\n",
            "        [ 5963,   194, 42177,  ...,  2721,  3065,     1]], device='cuda:0')\n",
            "tensor([[ 6364,     6,  3482,  ...,   114,    24,     1],\n",
            "        [ 7897, 28831,    31,  ...,     8,  1378,     1],\n",
            "        [  279,  7236, 58661,  ..., 30365,     3,     1],\n",
            "        ...,\n",
            "        [    8,  2986,     3,  ..., 18520, 37787,     1],\n",
            "        [39961,  5448, 15712,  ...,    20,   991,     1],\n",
            "        [  345,    24,  6993,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 4058,  3252,     8,  ...,     0,     0,     0],\n",
            "        [  239,  1689,  5452,  ..., 30030,  1604,     1],\n",
            "        [  615,    24,   268,  ...,  1776,     3,     1],\n",
            "        ...,\n",
            "        [  622,   173,  4058,  ...,     0,     0,     0],\n",
            "        [  345,    24,  5382,  ...,     0,     0,     0],\n",
            "        [10000,   262, 29669,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   168,    234,   3076,  ...,      3,      4,      1],\n",
            "        [     3,      4,    636,  ...,    114,   3538,      1],\n",
            "        [ 16573,    377,   6077,  ...,      0,      0,      0],\n",
            "        ...,\n",
            "        [ 10082,   3761,   3483,  ..., 102914,  11976,      1],\n",
            "        [     6,   1949,  11932,  ...,   1623,   7422,      1],\n",
            "        [  1213,   2648,     20,  ...,      0,      0,      0]],\n",
            "       device='cuda:0')\n",
            "tensor([[    8,   628,  4902,  ...,     0,     0,     0],\n",
            "        [  168, 15199,  6777,  ...,     0,     0,     0],\n",
            "        [  168,   234, 42969,  ..., 81203,  6493,     1],\n",
            "        ...,\n",
            "        [ 3323,  1190,  2821,  ...,    94,  3719,     1],\n",
            "        [ 5806,  2446,    67,  ...,     0,     0,     0],\n",
            "        [   60, 76245, 54432,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 8231, 26992,  3900,  ...,     0,     0,     0],\n",
            "        [  284,     3,     5,  ...,     0,     0,     0],\n",
            "        [  239, 14946,    51,  ...,     3,     4,     1],\n",
            "        ...,\n",
            "        [  268,     3, 71108,  ...,     0,     0,     0],\n",
            "        [   21,  8015, 87208,  ...,    93,  1161,     1],\n",
            "        [   70,    24, 41565,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[11833,  7158, 26992,  ...,  9855,     3,     1],\n",
            "        [ 1161,    31, 21211,  ...,     0,     0,     0],\n",
            "        [  307,  3236,  1922,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 6813, 75114,  9325,  ...,   741, 15307,     1],\n",
            "        [ 8470, 93989,   125,  ...,  2826,   503,     1],\n",
            "        [   26,   108, 42202,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 1853,  2238,    15,  ..., 20012,    31,     1],\n",
            "        [   89,   125,  5062,  ...,  2813, 74011,     1],\n",
            "        [    6, 27168,    24,  ..., 85365,   296,     1],\n",
            "        ...,\n",
            "        [ 3323,     8,    22,  ...,     0,     0,     0],\n",
            "        [33282, 27964, 31080,  ..., 14867,   823,     1],\n",
            "        [  615,    24,   937,  ...,   345,    24,     1]], device='cuda:0')\n",
            "tensor([[    8,    40,   107,  ...,    31,     3,     1],\n",
            "        [  114,   943,   457,  ..., 53481,   438,     1],\n",
            "        [ 2671,   582,   457,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 2083,    89,  5060,  ...,     5,  6404,     1],\n",
            "        [ 4099,    31,    89,  ...,     0,     0,     0],\n",
            "        [ 2673,  3707,    89,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   93,  5132,    24,  ...,    82, 15299,     1],\n",
            "        [13500,   345,    24,  ..., 73543,  8267,     1],\n",
            "        [  737,     6,  1363,  ...,    24,  7717,     1],\n",
            "        ...,\n",
            "        [  140,  1922,     8,  ...,     0,     0,     0],\n",
            "        [  345, 14970,    68,  ...,     0,     0,     0],\n",
            "        [ 5062, 21264, 46515,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  622,  2192, 13604,  ...,     0,     0,     0],\n",
            "        [84543, 65205,    74,  ...,     0,     0,     0],\n",
            "        [  615, 16475,    15,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [  272,   535, 12919,  ...,     0,     0,     0],\n",
            "        [ 1103,  1922,    51,  ...,     0,     0,     0],\n",
            "        [ 8898,    20,  2353,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  168,   234,  5703,  ..., 72184, 48885,     1],\n",
            "        [ 2908,     8,    40,  ...,     5,   275,     1],\n",
            "        [   39, 18349,  1585,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [    8,  8917,  9855,  ...,  1278,  1131,     1],\n",
            "        [   21, 94414,   108,  ...,     4, 42120,     1],\n",
            "        [ 9572,    20,  9591,  ...,  1049,     3,     1]], device='cuda:0')\n",
            "tensor([[   219,  70119,    241,  ...,      0,      0,      0],\n",
            "        [  4848,     43,  16508,  ...,      0,      0,      0],\n",
            "        [  8613,   2446, 106990,  ...,      0,      0,      0],\n",
            "        ...,\n",
            "        [  4058,     60,  79989,  ...,      0,      0,      0],\n",
            "        [    93,   7313,  77303,  ...,      0,      0,      0],\n",
            "        [  4058,     60,  79989,  ...,      0,      0,      0]],\n",
            "       device='cuda:0')\n",
            "tensor([[    93,     83,   6320,  ...,  17933,  14890,      1],\n",
            "        [  1925,   2255,   2388,  ...,  17534,   1856,      1],\n",
            "        [ 21875,   2932,  48511,  ..., 103478,   1818,      1],\n",
            "        ...,\n",
            "        [    15,   3014,      6,  ...,      0,      0,      0],\n",
            "        [ 20122,  19150,   2892,  ...,      0,      0,      0],\n",
            "        [  9964,   6077,   3160,  ...,      0,      0,      0]],\n",
            "       device='cuda:0')\n",
            "tensor([[23059,  7262,   232,  ...,     0,     0,     0],\n",
            "        [   21,  2930,    24,  ...,     0,     0,     0],\n",
            "        [  628,   471, 18393,  ..., 15685, 44014,     1],\n",
            "        ...,\n",
            "        [    6,  1949,   295,  ...,     3,     4,     1],\n",
            "        [17626, 40227, 26790,  ...,     0,     0,     0],\n",
            "        [ 2045, 53631,    20,  ...,    66,   881,     1]], device='cuda:0')\n",
            "tensor([[    6,  4060, 23868,  ..., 76656,   508,     1],\n",
            "        [11570, 13644,   148,  ...,     0,     0,     0],\n",
            "        [ 3575,  1824,  1089,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 9004,  1692,  7770,  ...,  2270,  1633,     1],\n",
            "        [34725,    60, 80834,  ...,  8813, 63126,     1],\n",
            "        [   93,   234, 43629,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  166,  2627,   194,  ...,     0,     0,     0],\n",
            "        [42768,   423,  4608,  ...,     0,     0,     0],\n",
            "        [  168,   234, 10764,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 1278,  1131,  6979,  ...,     0,     0,     0],\n",
            "        [ 4058,  1863,  6096,  ...,     0,     0,     0],\n",
            "        [ 3071,   166,  2430,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   937,     89,  20785,  ...,     57,   9840,      1],\n",
            "        [101575,      8,   3337,  ...,      0,      0,      0],\n",
            "        [  9735,     72,   5482,  ...,  15904,     57,      1],\n",
            "        ...,\n",
            "        [   408,   7599,   5591,  ...,     14,  99439,      1],\n",
            "        [   345,      8,    708,  ...,      0,      0,      0],\n",
            "        [  5100,     22,    268,  ...,      0,      0,      0]],\n",
            "       device='cuda:0')\n",
            "tensor([[ 2599,     3, 90262,  ...,    29,  1322,     1],\n",
            "        [19584,    49,  6018,  ...,     0,     0,     0],\n",
            "        [ 6364,     6,  4341,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 8932,   166, 81492,  ...,     0,     0,     0],\n",
            "        [ 2561,  3147,  5837,  ...,     0,     0,     0],\n",
            "        [    3,     4,   178,  ...,     3,    48,     1]], device='cuda:0')\n",
            "tensor([[38077, 21264,     6,  ...,     0,     0,     0],\n",
            "        [    3,     4,   622,  ...,     8,    60,     1],\n",
            "        [ 1922, 58789,  1191,  ..., 33469,  3275,     1],\n",
            "        ...,\n",
            "        [ 8932,  5963, 45819,  ...,     0,     0,     0],\n",
            "        [ 4202,   778,     6,  ...,     0,     0,     0],\n",
            "        [  163,    21,  1583,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   21,  3963, 16648,  ..., 94210,   133,     1],\n",
            "        [  282,  5205,  1104,  ...,     0,     0,     0],\n",
            "        [  140, 34944,   636,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 4058,  2000,  6665,  ...,  3895,  5124,     1],\n",
            "        [ 2083,  3714, 52900,  ...,     0,     0,     0],\n",
            "        [ 2083,  3714, 52900,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  588,    24,  1134,  ...,     0,     0,     0],\n",
            "        [ 1477,    46, 51654,  ...,     0,     0,     0],\n",
            "        [ 4277,    46,   839,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 6847, 84886,  3716,  ...,     0,     0,     0],\n",
            "        [  168,   188,     3,  ..., 29331,    82,     1],\n",
            "        [    6, 50608,    24,  ..., 13400,    31,     1]], device='cuda:0')\n",
            "tensor([[27749,  1131,     6,  ...,     0,     0,     0],\n",
            "        [40307,  6315, 74554,  ..., 17749,    28,     1],\n",
            "        [  632, 19316,     6,  ...,     3, 39357,     1],\n",
            "        ...,\n",
            "        [    6, 40463,   295,  ...,     0,     0,     0],\n",
            "        [   21,  2032,    66,  ...,  2198,    27,     1],\n",
            "        [ 4215,  6856,    31,  ..., 11066, 31446,     1]], device='cuda:0')\n",
            "tensor([[  140,  7349, 41931,  ...,  3263,    46,     1],\n",
            "        [  239, 60151,     6,  ...,  4199, 21046,     1],\n",
            "        [ 1249, 35511,     6,  ..., 25837,     3,     1],\n",
            "        ...,\n",
            "        [ 2721,    24,   268,  ...,     0,     0,     0],\n",
            "        [  189, 17954,    49,  ...,     0,     0,     0],\n",
            "        [ 1495,    89,  5062,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  215,   807, 72726,  ...,     0,     0,     0],\n",
            "        [  215,   721, 37754,  ...,     0,     0,     0],\n",
            "        [    3, 19574,    31,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 2844,  2047,   132,  ..., 17547,  5058,     1],\n",
            "        [ 8911, 23384,  1625,  ...,  4254,   969,     1],\n",
            "        [  615,   279,  2038,  ..., 34530, 19389,     1]], device='cuda:0')\n",
            "tensor([[   112,  14671,   2034,  ...,  34530,  19389,      1],\n",
            "        [101575,   7656,    204,  ...,   3744,     79,      1],\n",
            "        [    21,   2673,  79922,  ...,    624,   3148,      1],\n",
            "        ...,\n",
            "        [  6364,     24,  13767,  ...,      0,      0,      0],\n",
            "        [  1122,    544,  13072,  ...,      0,      0,      0],\n",
            "        [  2721,   1341,   3808,  ...,      0,      0,      0]],\n",
            "       device='cuda:0')\n",
            "tensor([[  168,   188, 16054,  ...,     0,     0,     0],\n",
            "        [   21,   238,  1213,  ...,     0,     0,     0],\n",
            "        [10379, 23388,   121,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [  219,  3071, 33757,  ...,     0,     0,     0],\n",
            "        [  168,   234,   140,  ...,     0,     0,     0],\n",
            "        [  243,  2192, 52042,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 13246,   2192,  38366,  ...,      0,      0,      0],\n",
            "        [  7443, 100745,      6,  ...,   2162,    761,      1],\n",
            "        [  6813,  69722,     62,  ...,  55590,    385,      1],\n",
            "        ...,\n",
            "        [  4058,   3734,   5773,  ...,      0,      0,      0],\n",
            "        [  2451,   1583,     24,  ...,      0,      0,      0],\n",
            "        [  7474,   2047, 103766,  ...,      0,      0,      0]],\n",
            "       device='cuda:0')\n",
            "tensor([[23221,    20,  1611,  ...,     0,     0,     0],\n",
            "        [16231,  2192,     3,  ...,  9202,    20,     1],\n",
            "        [ 8898,    20, 94904,  ..., 14642,   474,     1],\n",
            "        ...,\n",
            "        [45789,    35,   133,  ...,    43, 44692,     1],\n",
            "        [  308,   594,  5979,  ...,     0,     0,     0],\n",
            "        [    8,   238,  1194,  ...,    74,  3074,     1]], device='cuda:0')\n",
            "tensor([[  208,   862,     6,  ...,     0,     0,     0],\n",
            "        [   21,  3282,    24,  ...,   133, 82173,     1],\n",
            "        [26583,    38,  6071,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [43615,    40,   299,  ..., 45523,    13,     1],\n",
            "        [43834,    38,  1287,  ...,  1212,  1300,     1],\n",
            "        [  239,  4748,     3,  ..., 69011,  5101,     1]], device='cuda:0')\n",
            "tensor([[51195,   243,     6,  ...,     0,     0,     0],\n",
            "        [   77,     6,  2247,  ...,     0,     0,     0],\n",
            "        [  197,   350, 13571,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [72501,     6,  1864,  ...,  4058,    24,     1],\n",
            "        [31025, 92175,   777,  ...,     0,     0,     0],\n",
            "        [10198,  6844,  3528,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 6335,    22, 42242,  ..., 32185,  1394,     1],\n",
            "        [ 2261, 44723,    44,  ...,     0,     0,     0],\n",
            "        [18351, 27768,  1301,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 1322, 31210,    26,  ...,     3,     5,     1],\n",
            "        [ 3457,  1701,    70,  ..., 10653, 21954,     1],\n",
            "        [ 4659,     6, 10006,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  539,    24,    89,  ...,     0,     0,     0],\n",
            "        [12842, 45334,    24,  ...,   182,    49,     1],\n",
            "        [  453, 41088,     3,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [31201,  9754,    62,  ...,     0,     0,     0],\n",
            "        [  684,  8718,     3,  ...,     5,  2341,     1],\n",
            "        [  947,  1817, 69844,  ...,    66, 33675,     1]], device='cuda:0')\n",
            "tensor([[   83, 13065,    57,  ...,    68,    83,     1],\n",
            "        [    3, 20149,    38,  ...,  5133,     3,     1],\n",
            "        [ 1809,  1998,  4166,  ...,     8,   512,     1],\n",
            "        ...,\n",
            "        [  617,   920,  5398,  ...,     0,     0,     0],\n",
            "        [   21,  3937,  1043,  ...,     3,     4,     1],\n",
            "        [ 2047,  8638,     6,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  345, 50896,    24,  ...,    54,    24,     1],\n",
            "        [  721,   453,   274,  ...,     0,     0,     0],\n",
            "        [   14, 80559,    89,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [63695, 12880,     6,  ...,     0,     0,     0],\n",
            "        [  787, 20797,  1212,  ...,     0,     0,     0],\n",
            "        [ 2186,  3340,     8,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 1764,     8,   818,  ..., 17531, 77439,     1],\n",
            "        [  539,    38,  1204,  ..., 87985,  2971,     1],\n",
            "        [12519,     8,  3929,  ...,   273, 52760,     1],\n",
            "        ...,\n",
            "        [  972, 33320,    65,  ...,     0,     0,     0],\n",
            "        [ 8276,  2078,  4571,  ...,     0,     0,     0],\n",
            "        [  188, 10538,  5161,  ..., 13870,    49,     1]], device='cuda:0')\n",
            "tensor([[ 4202,  4561,  5947,  ...,     0,     0,     0],\n",
            "        [ 1298, 23389,  6197,  ...,   352,  5382,     1],\n",
            "        [55945,  1634,   584,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 1126, 26520,    93,  ...,     0,     0,     0],\n",
            "        [45211,  1009,     8,  ...,     6,  4189,     1],\n",
            "        [ 2587, 30253,    65,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 1088,   147,   578,  ...,     0,     0,     0],\n",
            "        [ 5558,   777,    93,  ...,     3,     5,     1],\n",
            "        [10754, 22850, 40651,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [18419,    44,  1403,  ...,     0,     0,     0],\n",
            "        [   26,   511, 59415,  ...,     0,     0,     0],\n",
            "        [14932,  1693,  8597,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  197, 10015, 13619,  ...,     0,     0,     0],\n",
            "        [10536, 32412,     8,  ...,     0,     0,     0],\n",
            "        [  453,   107,     3,  ...,   107,    82,     1],\n",
            "        ...,\n",
            "        [  188,  1090,  6980,  ...,     0,     0,     0],\n",
            "        [  126,  3126,  3104,  ...,     0,     0,     0],\n",
            "        [72551,   777,    93,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 14296,   3658,     35,  ...,   1606,   2333,      1],\n",
            "        [ 22024,  50048,  13161,  ...,      0,      0,      0],\n",
            "        [   265,   4578,  25024,  ...,      3,      5,      1],\n",
            "        ...,\n",
            "        [106417,   5207,  10556,  ...,      0,      0,      0],\n",
            "        [  3899,    150,  61610,  ...,      0,      0,      0],\n",
            "        [ 18419,     44,    617,  ...,      0,      0,      0]],\n",
            "       device='cuda:0')\n",
            "tensor([[51721, 36402,     6,  ...,     0,     0,     0],\n",
            "        [59259,    38, 54762,  ...,     0,     0,     0],\n",
            "        [ 1131,     6,  3449,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 2608,    57,  5508,  ...,     0,     0,     0],\n",
            "        [  308,   888,  3285,  ...,     0,     0,     0],\n",
            "        [ 5355,  2013,  3194,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   22, 32381,  5831,  ...,     0,     0,     0],\n",
            "        [  188,  3358,  2191,  ...,     0,     0,     0],\n",
            "        [13869, 60134,     8,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [27133, 22013, 14525,  ...,   316, 40688,     1],\n",
            "        [26736,  6958,  2682,  ...,     3, 45251,     1],\n",
            "        [   37,  2720, 17611,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  750,  1242,    35,  ...,     0,     0,     0],\n",
            "        [  112,    83,  8886,  ...,     0,     0,     0],\n",
            "        [31786,  3387,  2368,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [10758,    38,    16,  ...,    35, 37876,     1],\n",
            "        [ 1862,   875,  5327,  ...,   786,     3,     1],\n",
            "        [   82,  7272,    68,  ...,   679,  3636,     1]], device='cuda:0')\n",
            "tensor([[12101, 98220,   131,  ...,     3,     4,     1],\n",
            "        [ 6617, 14947, 15661,  ...,  1017, 21715,     1],\n",
            "        [ 6164,     6,    20,  ...,    28, 53746,     1],\n",
            "        ...,\n",
            "        [ 4089,  2929, 19172,  ...,     0,     0,     0],\n",
            "        [ 5264, 69385,   205,  ..., 72374,  3720,     1],\n",
            "        [ 1299,  9465,    20,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   359,  38721,    767,  ...,      0,      0,      0],\n",
            "        [    77,    204,   6728,  ...,   4300,   2739,      1],\n",
            "        [  1126,   5719,   2441,  ...,      0,      0,      0],\n",
            "        ...,\n",
            "        [ 61218,  79824,   3751,  ...,      0,      0,      0],\n",
            "        [ 19003, 105510,   3991,  ...,      0,      0,      0],\n",
            "        [ 74508,  37790,     70,  ...,    307,   6500,      1]],\n",
            "       device='cuda:0')\n",
            "tensor([[ 3514,   206,  3636,  ...,     0,     0,     0],\n",
            "        [21067,  6592, 23859,  ...,     0,     0,     0],\n",
            "        [15251,   797, 90453,  ...,     3,     4,     1],\n",
            "        ...,\n",
            "        [  484, 15071,  9863,  ...,     0,     0,     0],\n",
            "        [ 2484,    65,   243,  ...,     0,     0,     0],\n",
            "        [    3, 69580, 22274,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 3593,  1048,  6514,  ...,   204,  1941,     1],\n",
            "        [  750,   133,   121,  ...,     0,     0,     0],\n",
            "        [  777,   297,    53,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [28144, 10332,    65,  ...,     0,     0,     0],\n",
            "        [69636,  8138, 10051,  ...,     0,     0,     0],\n",
            "        [16003,  5664,  3341,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[106624,    435,   4320,  ...,      0,      0,      0],\n",
            "        [   935,  15251,     43,  ...,      0,      0,      0],\n",
            "        [    14,  14793,     38,  ...,    125,     24,      1],\n",
            "        ...,\n",
            "        [  1126,    834,     93,  ...,   1676,   7693,      1],\n",
            "        [  2032,   4960,   4945,  ...,     67,   2032,      1],\n",
            "        [ 58397,    148,  21281,  ...,     35,   1535,      1]],\n",
            "       device='cuda:0')\n",
            "tensor([[  292, 70851,   771,  ...,    57, 40459,     1],\n",
            "        [ 4749, 58766,   188,  ...,     0,     0,     0],\n",
            "        [ 5226,    57,  5363,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 3593,   373,  3566,  ...,   181,   284,     1],\n",
            "        [ 4340, 20804,  5432,  ...,   912,   472,     1],\n",
            "        [17245,  1032,  8037,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[10120,  1393,  4211,  ..., 12155,    83,     1],\n",
            "        [ 3857, 46856,   316,  ...,     0,     0,     0],\n",
            "        [41229, 10879,  7876,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 3582, 55429,    65,  ...,     0,     0,     0],\n",
            "        [   77,   960,  6248,  ...,     0,     0,     0],\n",
            "        [  495,  6912,  3549,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[    3, 46844,   898,  ...,     5,    53,     1],\n",
            "        [    6,  1271,  5729,  ...,     0,     0,     0],\n",
            "        [ 4069, 20243, 18526,  ...,  9755,  2979,     1],\n",
            "        ...,\n",
            "        [ 6559, 36402,     6,  ...,     0,     0,     0],\n",
            "        [  197, 12682, 57742,  ...,     0,     0,     0],\n",
            "        [  126,    87,  8638,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 2757,   453,   102,  ...,     0,     0,     0],\n",
            "        [  608,  5951, 29974,  ..., 64223,  5590,     1],\n",
            "        [  453,   101,     3,  ...,     4,  5817,     1],\n",
            "        ...,\n",
            "        [ 2262,  1952, 32592,  ...,     0,     0,     0],\n",
            "        [17970,   131, 12284,  ...,     0,     0,     0],\n",
            "        [ 2629,  8938, 12164,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 5616, 25785,  1371,  ...,     0,     0,     0],\n",
            "        [  178, 12215,     8,  ...,   795,  2922,     1],\n",
            "        [  291, 47309,  7273,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [10536, 54206, 64816,  ...,     0,     0,     0],\n",
            "        [    6,   256,  1528,  ...,     0,     0,     0],\n",
            "        [ 1935,  3310,  6422,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[42225, 39656,     8,  ...,   425,  2549,     1],\n",
            "        [ 2186,  3523,  4469,  ...,     5,  1520,     1],\n",
            "        [ 9295, 33690, 24021,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 8539,  5558,   326,  ...,     0,     0,     0],\n",
            "        [10975, 15519,    57,  ...,  4273, 45208,     1],\n",
            "        [  197, 60447, 21907,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 4750,  3350,  1569,  ...,     0,     0,     0],\n",
            "        [15753,   204,     6,  ...,     0,     0,     0],\n",
            "        [76514,   140,   215,  ...,  9088,   248,     1],\n",
            "        ...,\n",
            "        [ 1486,    44, 18547,  ...,    57,  7673,     1],\n",
            "        [ 2671,  3340, 17707,  ...,     0,     0,     0],\n",
            "        [ 5248,  1923,  3043,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 3765, 19334,  1625,  ...,   287,  3718,     1],\n",
            "        [11758,  6191,  1095,  ...,     8, 31195,     1],\n",
            "        [11231,    21, 25215,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [12271,  9673,   940,  ...,     0,     0,     0],\n",
            "        [30040,   438, 87558,  ...,    93,  5168,     1],\n",
            "        [  218,  5150,    60,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  352,  1062, 12331,  ...,     0,     0,     0],\n",
            "        [  188, 40815, 82136,  ...,     0,     0,     0],\n",
            "        [  308,   888,  1673,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [   83, 35269, 13955,  ...,   182,  2802,     1],\n",
            "        [19179,  5810,  1490,  ...,     0,     0,     0],\n",
            "        [ 7147,     8,  4164,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  588,    24,  1212,  ...,     4,  5135,     1],\n",
            "        [39576,  4903,    35,  ...,     0,     0,     0],\n",
            "        [    6,  1271,   395,  ...,     5,    82,     1],\n",
            "        ...,\n",
            "        [27921,    38,  8619,  ...,     0,     0,     0],\n",
            "        [36649, 18360,  1308,  ...,  1308,     3,     1],\n",
            "        [ 1083,    57,   787,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   83, 46924, 15335,  ...,     0,     0,     0],\n",
            "        [10015,  1773,    93,  ...,     0,     0,     0],\n",
            "        [   83,  3932,     6,  ..., 75627,    28,     1],\n",
            "        ...,\n",
            "        [ 1322,  3195,  4183,  ...,     6,  1652,     1],\n",
            "        [  197, 32909, 65242,  ...,     0,     0,     0],\n",
            "        [  750,   133,     8,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 6412,    62, 26829,  ...,     4,   127,     1],\n",
            "        [   83,  1291,    89,  ...,     3,     4,     1],\n",
            "        [  197, 22709, 50981,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [   77,    15,  6104,  ...,     0,     0,     0],\n",
            "        [ 2513, 50857,    49,  ...,     0,     0,     0],\n",
            "        [   88,   908,   105,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  188, 11565,  9806,  ...,     0,     0,     0],\n",
            "        [46559,  1755,    53,  ...,     0,     0,     0],\n",
            "        [ 3457,   133,  1309,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [14252,   423,   888,  ...,     0,     0,     0],\n",
            "        [23228,    11, 10066,  ...,    57,  4188,     1],\n",
            "        [  352, 15547,  1158,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[26887, 12017,     3,  ...,  1362,     8,     1],\n",
            "        [21710,  3523,  6034,  ...,     0,     0,     0],\n",
            "        [ 1298,  2445,     8,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [  617,  2995,   115,  ...,     0,     0,     0],\n",
            "        [ 3137,  3009, 39656,  ...,     0,     0,     0],\n",
            "        [ 2721, 60638,    65,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[42396, 24350,     8,  ...,     0,     0,     0],\n",
            "        [  374,  3018,  2814,  ...,     0,     0,     0],\n",
            "        [  684,  1114, 19055,  ...,  8391,     3,     1],\n",
            "        ...,\n",
            "        [  452, 19025,    66,  ...,     0,     0,     0],\n",
            "        [ 9884,   243,     6,  ...,     0,     0,     0],\n",
            "        [19740,     6,   575,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[48790,  4838,     6,  ...,     0,     0,     0],\n",
            "        [  354, 23228, 80687,  ...,  3501, 26489,     1],\n",
            "        [  188,   351,  1596,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [28254, 72111,  2733,  ...,     5,    74,     1],\n",
            "        [ 3518,  1769, 12209,  ...,     3,     5,     1],\n",
            "        [ 4320,  2409, 22535,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  511,     6,   182,  ...,   464,    27,     1],\n",
            "        [ 5461,   450, 19624,  ...,     0,     0,     0],\n",
            "        [  777,   898,  2530,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [18526,  4838,     3,  ...,     0,     0,     0],\n",
            "        [  197, 17995,   112,  ...,     0,     0,     0],\n",
            "        [35163,    89, 99945,  ..., 27525, 65922,     1]], device='cuda:0')\n",
            "tensor([[  777,   544, 72551,  ...,     0,     0,     0],\n",
            "        [ 1860,  7394, 24157,  ...,     0,     0,     0],\n",
            "        [ 1704,   898,     8,  ...,  2664,     8,     1],\n",
            "        ...,\n",
            "        [17228,    48,   576,  ...,     0,     0,     0],\n",
            "        [ 2186,  3340,     8,  ...,     0,     0,     0],\n",
            "        [12263,  5683, 58653,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[36386,    64,  2571,  ...,     0,     0,     0],\n",
            "        [58620,    47,  2869,  ...,     0,     0,     0],\n",
            "        [ 1765, 12127,   913,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [16564,   147,   578,  ...,     0,     0,     0],\n",
            "        [16865,  1987,  1818,  ...,     8,  1687,     1],\n",
            "        [ 3044, 30089,     3,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 16488,   1083,  10131,  ...,      0,      0,      0],\n",
            "        [  1887,  19934,  11045,  ...,     49,    787,      1],\n",
            "        [ 32155,   1308,  75108,  ...,      0,      0,      0],\n",
            "        ...,\n",
            "        [ 43275,   7735,   4750,  ...,     28,      3,      1],\n",
            "        [  1704,  16625,  23696,  ...,      4,    197,      1],\n",
            "        [103863,     72,   2685,  ...,  67898,   1010,      1]],\n",
            "       device='cuda:0')\n",
            "tensor([[    6,  9199,  3793,  ...,     0,     0,     0],\n",
            "        [66469, 96102,  8932,  ...,  2006, 21893,     1],\n",
            "        [  188, 29299, 15056,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [22936,   115,    93,  ..., 26752,    49,     1],\n",
            "        [13039,  3094,   594,  ...,    43,    57,     1],\n",
            "        [ 5703,  1125,     6,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[ 1058,  3106,  7285,  ...,    68, 38048,     1],\n",
            "        [   77, 44889,  3524,  ...,     0,     0,     0],\n",
            "        [ 5782, 56547, 11896,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [19902,   617,  1673,  ...,     0,     0,     0],\n",
            "        [ 1170,    44,    16,  ...,  1772,    22,     1],\n",
            "        [29795,    38,  1160,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[   77, 62530,  3731,  ...,     0,     0,     0],\n",
            "        [ 1425,   940,  7904,  ...,     0,     0,     0],\n",
            "        [  188,  5380,    57,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [ 2262,  1952, 27565,  ...,     0,     0,     0],\n",
            "        [ 5810,     8,   676,  ...,     0,     0,     0],\n",
            "        [40553, 86131,   943,  ...,     5,   275,     1]], device='cuda:0')\n",
            "tensor([[14993, 56416,    65,  ...,     0,     0,     0],\n",
            "        [ 5342, 22936,   624,  ...,     0,     0,     0],\n",
            "        [ 6418,  1305,   826,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [  750, 17970,   131,  ...,     0,     0,     0],\n",
            "        [ 5709,  3599,    49,  ...,     0,     0,     0],\n",
            "        [ 3514,  8253, 31206,  ...,   522,   222,     1]], device='cuda:0')\n",
            "tensor([[ 7480,  4164, 84373,  ...,     0,     0,     0],\n",
            "        [  350, 33050, 75163,  ...,  1692,     3,     1],\n",
            "        [  690,  9987,  4519,  ...,   265,  7232,     1],\n",
            "        ...,\n",
            "        [  115,   413, 39922,  ...,     0,     0,     0],\n",
            "        [28620,  1952,  5142,  ...,     0,     0,     0],\n",
            "        [  453,  1825,     3,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[  115, 80396,  5372,  ...,     0,     0,     0],\n",
            "        [ 5285,  3910,   259,  ...,    15,  7678,     1],\n",
            "        [   83, 31468,  4220,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [   77,     6,    87,  ..., 22751, 10946,     1],\n",
            "        [ 5044,  1240, 10835,  ...,     0,     0,     0],\n",
            "        [  929, 14981,  2595,  ...,     0,     0,     0]], device='cuda:0')\n",
            "tensor([[64348,  1247,    83,  ...,     0,     0,     0],\n",
            "        [  308,   594,  9026,  ...,     0,     0,     0],\n",
            "        [ 9734,  8138,    49,  ...,  9940,     3,     1],\n",
            "        ...,\n",
            "        [40616,    53,  1945,  ...,     0,     0,     0],\n",
            "        [  611,     8, 30495,  ...,     0,     0,     0],\n",
            "        [ 7065,  7891,   818,  ..., 56058,     3,     1]], device='cuda:0')\n",
            "tensor([[  197,  6041, 11917,  ...,   260, 23315,     1],\n",
            "        [ 3390, 33073,   738,  ...,  1506,    82,     1],\n",
            "        [ 1060,    38, 16625,  ...,   461,    60,     1],\n",
            "        ...,\n",
            "        [ 3680,  1122, 18419,  ...,     0,     0,     0],\n",
            "        [  269, 40574,  1863,  ...,     0,     0,     0],\n",
            "        [ 4551,  4847,    11,  ...,     0,     0,     0]], device='cuda:0')\n"
          ]
        }
      ],
      "source": [
        "tokenized_dataset = dataset.map(tokenize_function, batched=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 193,
          "referenced_widgets": [
            "f185c00959dd4bf1b993a4d16356c2c7",
            "82b261ccc99b4c978042dd8506a6e96a",
            "e479b30b40ae48f9916ffed805b168a0",
            "b61ce9626f404a2bb4634508ef5c95ee",
            "2106bc5ffd014ef8bed702a801ab6b1c",
            "8913d5fa383347228406f202a34ac638",
            "d385f800b3494ec6852fe3f6f18bea8a",
            "77468e728acc4a228081aaaac45fe31d",
            "2eca153b495b4cc18c9a4af4fca896ae",
            "cb6cffaff96e47d8803f4be747cdbeb9",
            "5013f85b21d0408c9019eabbf64a4d0a"
          ]
        },
        "id": "J7JSKpME3r6Q",
        "outputId": "70c86833-2a89-40c5-ea06-fde1fe5050f3"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "f185c00959dd4bf1b993a4d16356c2c7",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Map:   0%|          | 0/154 [00:00<?, ? examples/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "tensor([[ 5549,  2824,     6,  ...,     0,     0,     0],\n",
            "        [  352, 13788, 16436,  ...,     0,     0,     0],\n",
            "        [ 1812,  3277,  2365,  ...,     0,     0,     0],\n",
            "        ...,\n",
            "        [44363,    24,   257,  ...,     0,     0,     0],\n",
            "        [  352, 25558, 21027,  ...,     0,     0,     0],\n",
            "        [  416,   147, 43766,  ...,     0,     0,     0]], device='cuda:0')\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:3619: UserWarning: `as_target_tokenizer` is deprecated and will be removed in v5 of Transformers. You can tokenize your labels by using the argument `text_target` of the regular `__call__` method (either in the same call as your input texts if you use the same keyword arguments, or in a separate call.\n",
            "  warnings.warn(\n"
          ]
        }
      ],
      "source": [
        "tokenized_dataset_test = dataset_test.map(tokenize_function, batched=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 77,
          "referenced_widgets": [
            "87220d06c67c44168728c8457b243b41",
            "2c58a0fdc50c44f3a68e77800126899d",
            "04477c79d073495f981394085b8f1dfd",
            "7321a64e1c194192aae24b7eb4f60afc",
            "212144cc89b046b58e654468a8cfd980",
            "0b025a140c5d4540b9c25b23d253ced6",
            "e1622a2962094066ab420572530a5b0e",
            "200610cd477a48918c7ed77cb1008c53",
            "90d6d308bc4741c397c92c5981f1a6f3",
            "fd8de5d9cf7243f98afac3fbe20b7bfa",
            "eebbddb5503942b8b1c855d4955f1bbf"
          ]
        },
        "id": "w_rOUSGg8scs",
        "outputId": "b00a0512-9c45-4be2-b246-251410129076"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "87220d06c67c44168728c8457b243b41",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading pytorch_model.bin:   0%|          | 0.00/1.13G [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "model = AutoModelForSeq2SeqLM.from_pretrained(checkpoint)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "HpLZ3LTFjMfx"
      },
      "outputs": [],
      "source": [
        "data_collator = DataCollatorForSeq2Seq(tokenizer=tokenizer, model=model, return_tensors='pt')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "i9631rmOXYbi"
      },
      "outputs": [],
      "source": [
        "def calculate_rouge(predictions, references):\n",
        "  scores = Rouge().get_scores(predictions, references, avg=True)\n",
        "  scores = {\"rouge1\": round(scores['rouge-1']['f'], 4), \"rouge2\": round(scores['rouge-2']['f'], 4), \"rougeL\" : round(scores['rouge-l']['f'], 4)}\n",
        "  return scores"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "-5OvPswHrxIX",
        "outputId": "592b743b-e318-4894-9617-f877991757a3"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "{'rouge1': 0.5333, 'rouge2': 0.25, 'rougeL': 0.5333}"
            ]
          },
          "execution_count": 20,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "t1 = 'هذا مجرد نص تجريبي'\n",
        "t2 = 'نص تجريبي'\n",
        "t3 = 'هذا النص للتجربة'\n",
        "t4 = 'النص الجديد'\n",
        "\n",
        "calculate_rouge([t1, t3], [t2, t4])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "UR9VnWiQa_YM"
      },
      "outputs": [],
      "source": [
        "model_out = []\n",
        "from transformers import pipeline\n",
        "\n",
        "def calc_metrics(eval_pred):\n",
        "  global model_out\n",
        "  model_out = eval_pred\n",
        "\n",
        "  torch.device('cpu')\n",
        "  data = dataset['test']['paragraph']\n",
        "  labels = dataset['test']['summary']\n",
        "  pipe = pipeline('summarization', model=model, tokenizer=tokenizer, device=0)\n",
        "  predictions = pipe(data, length_penalty=1.6, num_beams=8, min_length=100, max_length=200, repetition_penalty=4.0)\n",
        "  predictions = [item['summary_text'] for item in predictions]\n",
        "\n",
        "  result = calculate_rouge(predictions, labels)\n",
        "  predictions_lens = [np.count_nonzero(pred!=tokenizer.pad_token_id) for pred in predictions]\n",
        "\n",
        "  result[\"gen_len\"]=np.mean(predictions_lens)\n",
        "  torch.device('cuda')\n",
        "  return {k:round(v,4) for k,v in result.items()}"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "D5Xbjjtlv0mg"
      },
      "outputs": [],
      "source": [
        "x, y = model_out\n",
        "y = np.where(y != -100, y, tokenizer.pad_token_id)\n",
        "(tokenizer.batch_decode(x, skip_special_tokens=True)[0])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "EfR7RMr0vlhR"
      },
      "outputs": [],
      "source": [
        "tokenizer.decode(y[0], skip_special_tokens=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "V_p89j8m9564"
      },
      "outputs": [],
      "source": [
        "temp = tokenizer(dataset['test']['paragraph'][0], truncation=True, max_length=512, padding='max_length', return_tensors='pt')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "jUdgd8vKwDvB",
        "outputId": "3b938140-9b2d-4647-b573-12369438fb83"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "tensor([[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
              "         0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
              "         0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
              "         0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
              "         0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n",
              "         0, 0, 0, 0, 0, 0, 0, 0]], device='cuda:0')"
            ]
          },
          "execution_count": 18,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "model.generate(temp['input_ids'].cuda(), max_length=128)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1KjsqQ5WaH2J",
        "outputId": "70a3e395-141c-4253-a268-17867bcb1b70"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "CUDA Version: 11.8\n",
            "cuDNN Version: 8700\n",
            "CUDA Device Name: NVIDIA A100-SXM4-40GB\n",
            "CUDA Capabilities: (8, 0)\n"
          ]
        }
      ],
      "source": [
        "# torch.device / CUDA Setup\n",
        "import torch\n",
        "\n",
        "if torch.cuda.is_available():\n",
        "    torch_device = torch.device('cuda')\n",
        "\n",
        "    # Set this to True to make your output immediately reproducible\n",
        "    # Note: https://pytorch.org/docs/stable/notes/randomness.html\n",
        "    torch.backends.cudnn.deterministic = False\n",
        "\n",
        "    # Disable 'benchmark' mode: Set this False if you want to measure running times more fairly\n",
        "    # Note: https://discuss.pytorch.org/t/what-does-torch-backends-cudnn-benchmark-do/5936\n",
        "    torch.backends.cudnn.benchmark = True\n",
        "\n",
        "    # Faster Host to GPU copies with page-locked memory\n",
        "    use_pin_memory = True\n",
        "\n",
        "    # CUDA libraries version information\n",
        "    print(\"CUDA Version: \" + str(torch.version.cuda))\n",
        "    print(\"cuDNN Version: \" + str(torch.backends.cudnn.version()))\n",
        "    print(\"CUDA Device Name: \" + str(torch.cuda.get_device_name()))\n",
        "    print(\"CUDA Capabilities: \"+ str(torch.cuda.get_device_capability()))\n",
        "else:\n",
        "    torch_device = torch.device('cpu')\n",
        "    use_pin_memory = False\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "z6B5pw1G4YIE",
        "outputId": "6c019bbc-6bb7-4075-cc8e-2e35cea57df4"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Dataset({\n",
              "    features: ['paragraph', 'summary', 'input_ids', 'attention_mask', 'labels'],\n",
              "    num_rows: 76098\n",
              "})"
            ]
          },
          "execution_count": 22,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "tokenized_dataset"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "fiZyyrd94e8c",
        "outputId": "dc02f743-25bc-466c-a1d6-adc762192843"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "Dataset({\n",
              "    features: ['paragraph', 'summary', 'input_ids', 'attention_mask', 'labels'],\n",
              "    num_rows: 154\n",
              "})"
            ]
          },
          "execution_count": 23,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "tokenized_dataset_test"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 113,
          "referenced_widgets": [
            "620afc7d7cf04fd8be254eee366270a5",
            "b2a2babbc22f44a4b225d5f8c2679cdd",
            "59ed2d66872b40059d4e5a2c4cb15ba4",
            "5f46e79ded664bf0b59b84f01fcb4ab5",
            "1bdcaa4e214e41eea570e01277a6d863",
            "c7bc1aa2ca324dd39486df6ea94e8348",
            "9d259c7804714ed8bbbcfbee8b469ea3",
            "dbd297383c7a4996b8951b749f1927d4",
            "fe3674fcc22f401f9a8481df0eef220f",
            "2804494a783e495d92a7e9f047f21fa6",
            "54dbae655f2043c59f76bd8040a847c4",
            "cf7e3eb73a4b4ee58a4bdf7e83d932ac",
            "fb452ea70747404ebd6917f20cded129",
            "19641802b9024a9b8f6120528035284d",
            "e08e3849bd504b75ac4253a4fd7c6443",
            "ffe1709df5714ae49c3798cc1d731045",
            "cf0d2bdc9db940789172d4e36bf18ccc",
            "327a9d05f1664eceb9347cef7dc65fdb",
            "9035cb8a68cc40a9b6d276633c8c402a",
            "e21ccdd28a0c4664b32a16ea590f7112",
            "0a46b38dc574407e977796bd4a221195",
            "9598a83712d241abb655de2dccd9e436",
            "bcd62a310a7e4f149c8e9957ae3d5d2e",
            "baa2b816ba744a879cbbb8478c98a14f",
            "8a2501442237429aa32eae3837616bb7",
            "c120e2f87fb1460a9478090a7e8994fb",
            "858ce3bb7b9e48c5a89d258182872018",
            "4279733c3e4d400e8ad907f035437b77",
            "5ab420ca43fc4048a58822d6e54fc953"
          ]
        },
        "id": "NKYrfVVrSxls",
        "outputId": "3c4c62ca-9649-46b7-be3f-6752a59c9f0d"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "620afc7d7cf04fd8be254eee366270a5",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import huggingface_hub as hf\n",
        "hf.notebook_login()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "bs80QaChjMfx",
        "outputId": "762616b5-6a02-4f4b-8891-bc5e291f9078"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "Cloning https://huggingface.co/Grinta-king/AlQalam-finetuned-mmj-withXlsumValid into local empty directory.\n",
            "WARNING:huggingface_hub.repository:Cloning https://huggingface.co/Grinta-king/AlQalam-finetuned-mmj-withXlsumValid into local empty directory.\n"
          ]
        }
      ],
      "source": [
        "training_args = Seq2SeqTrainingArguments(\n",
        "    output_dir=\"AlQalam-finetuned-mmj-withXlsumValid\",\n",
        "    evaluation_strategy=\"epoch\",\n",
        "    learning_rate=0.0005,\n",
        "    per_device_train_batch_size=24,\n",
        "    per_device_eval_batch_size=24,\n",
        "    weight_decay=0.01,\n",
        "    save_total_limit=3,\n",
        "    num_train_epochs=4,\n",
        "    predict_with_generate=True,\n",
        "    fp16=False,\n",
        "    push_to_hub=True,\n",
        ")\n",
        "\n",
        "trainer = Seq2SeqTrainer(\n",
        "    model=model,\n",
        "    args=training_args,\n",
        "    train_dataset=tokenized_dataset,\n",
        "    eval_dataset=tokenized_dataset_test,\n",
        "    tokenizer=tokenizer,\n",
        "    data_collator=data_collator\n",
        ")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 342
        },
        "id": "ex66ROiyX5vR",
        "outputId": "629a890c-fc89-41a6-83ae-6a9801f42f23"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/transformers/optimization.py:411: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning\n",
            "  warnings.warn(\n",
            "You're using a T5TokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the `pad` method to get a padded encoding.\n"
          ]
        },
        {
          "data": {
            "text/html": [
              "\n",
              "    <div>\n",
              "      \n",
              "      <progress value='12684' max='12684' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
              "      [12684/12684 3:41:48, Epoch 4/4]\n",
              "    </div>\n",
              "    <table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              " <tr style=\"text-align: left;\">\n",
              "      <th>Epoch</th>\n",
              "      <th>Training Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <td>1</td>\n",
              "      <td>1.479500</td>\n",
              "      <td>4.134305</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>2</td>\n",
              "      <td>1.328800</td>\n",
              "      <td>4.045451</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>3</td>\n",
              "      <td>1.219000</td>\n",
              "      <td>3.955738</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <td>4</td>\n",
              "      <td>1.153100</td>\n",
              "      <td>3.982416</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table><p>"
            ],
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/plain": [
              "TrainOutput(global_step=12684, training_loss=1.3380746002341626, metrics={'train_runtime': 13310.2188, 'train_samples_per_second': 22.869, 'train_steps_per_second': 0.953, 'total_flos': 1.8536191022333952e+17, 'train_loss': 1.3380746002341626, 'epoch': 4.0})"
            ]
          },
          "execution_count": 27,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# torch.cuda.empty_cache()\n",
        "trainer.train()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 373,
          "referenced_widgets": [
            "7994a002cf6c4102bf877adc7428e592",
            "430742af16b347bfb214e497f901a3b5",
            "09261b27f4f349a895e1ff2df0b67e77",
            "5268bd9bddac470cb9234e92b9213d6b",
            "139af0e1119140bd81db549f6e4ef423",
            "326c86a990ee4fd4ac63b6157b8771a3",
            "078a2f5e57d54a85aba4c4e1aee92b90",
            "8f7280af64594c7c90e8cf5bfade7005",
            "00bc7f9558c542f39bef105bacae2098",
            "804a2fd2901c48ada5723b10bfcd13b1",
            "c65c3931db054f3bb2c74ce66d504785",
            "19ac91f9181c4d5fa56dabbce5a4a27e",
            "d0057bf761284ff4aa9b1708cad93fb9",
            "1acb95a4ea574725a64f3a22a3a4cd53",
            "4fe48178ebce4786ae345b8c7a47fcae",
            "9070db6a4a1749f89c51c562d9624224",
            "c07738cac64646d9a35d32725d6cbad0",
            "b9b6ea8a57144dbf9d83d4188fd5210f",
            "ceca8061e1434f75aae5275c36de2cef",
            "419f73cf07044f9cb8c89e08afbaf69a",
            "976f68471a4f4ef1ae4a6db752b7ea1b",
            "c3ae2f93ad4c4340b3ec918ad30628fa",
            "e9e6231f8a4543ab92c4849402dfa502",
            "505d5a72bf884701a19d7123239f98f0",
            "4555e25d547e4e12a1e97d171dc944c1",
            "0e24a378d35c41d6b1e50ac9f7839527",
            "e515a2a3506f4e588b20e99b2408e76c",
            "e23598205d104822a2a956e3e1497dc0",
            "120981cd95984b0996206a0951befec3",
            "3f09ff43fc6c410684ce327df76d2fca",
            "e7e1442ebb2c4d40bb49c02b461bfcff",
            "b68667c656484396972a5877bdbbced6"
          ]
        },
        "id": "jk3v6UZylsvj",
        "outputId": "7405a303-6143-4514-94ef-1ddc556232c7"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: huggingface_hub in /usr/local/lib/python3.10/dist-packages (0.16.2)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from huggingface_hub) (3.12.2)\n",
            "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from huggingface_hub) (2023.6.0)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from huggingface_hub) (2.27.1)\n",
            "Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/dist-packages (from huggingface_hub) (4.65.0)\n",
            "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from huggingface_hub) (6.0)\n",
            "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface_hub) (4.6.3)\n",
            "Requirement already satisfied: packaging>=20.9 in /usr/local/lib/python3.10/dist-packages (from huggingface_hub) (23.1)\n",
            "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface_hub) (1.26.16)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface_hub) (2023.5.7)\n",
            "Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface_hub) (2.0.12)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->huggingface_hub) (3.4)\n"
          ]
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "7994a002cf6c4102bf877adc7428e592",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import locale\n",
        "locale.getpreferredencoding = lambda: \"UTF-8\"\n",
        "!pip install huggingface_hub\n",
        "from huggingface_hub import notebook_login\n",
        "\n",
        "notebook_login()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "mkhMaHWLmlGV",
        "outputId": "d41beb23-ccac-4588-ee39-a99fb9a7890d"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "    _|    _|  _|    _|    _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|_|_|_|    _|_|      _|_|_|  _|_|_|_|\n",
            "    _|    _|  _|    _|  _|        _|          _|    _|_|    _|  _|            _|        _|    _|  _|        _|\n",
            "    _|_|_|_|  _|    _|  _|  _|_|  _|  _|_|    _|    _|  _|  _|  _|  _|_|      _|_|_|    _|_|_|_|  _|        _|_|_|\n",
            "    _|    _|  _|    _|  _|    _|  _|    _|    _|    _|    _|_|  _|    _|      _|        _|    _|  _|        _|\n",
            "    _|    _|    _|_|      _|_|_|    _|_|_|  _|_|_|  _|      _|    _|_|_|      _|        _|    _|    _|_|_|  _|_|_|_|\n",
            "    \n",
            "    A token is already saved on your machine. Run `huggingface-cli whoami` to get more information or `huggingface-cli logout` if you want to log out.\n",
            "    Setting a new token will erase the existing one.\n",
            "    To login, `huggingface_hub` requires a token generated from https://huggingface.co/settings/tokens .\n",
            "Token: \n",
            "Add token as git credential? (Y/n) n\n",
            "Token is valid (permission: write).\n",
            "Your token has been saved to /root/.cache/huggingface/token\n",
            "Login successful\n"
          ]
        }
      ],
      "source": [
        "!huggingface-cli login"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 406
        },
        "id": "5ynUP_a8nXDM",
        "outputId": "6cccb558-3b5d-4cb7-9e18-0240c55ec84b"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000\">╭─────────────────────────────── </span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">Traceback </span><span style=\"color: #bf7f7f; text-decoration-color: #bf7f7f; font-weight: bold\">(most recent call last)</span><span style=\"color: #800000; text-decoration-color: #800000\"> ────────────────────────────────╮</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">&lt;cell line: 3&gt;</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">3</span>                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/usr/lib/python3.10/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">shutil.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">715</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">rmtree</span>                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 712 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 713 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span>orig_st = os.lstat(path)                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 714 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">except</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">Exception</span>:                                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 715 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span>onerror(os.lstat, path, sys.exc_info())                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 716 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span>                                                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 717 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 718 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span>fd = os.open(path, os.O_RDONLY)                                               <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #bfbf7f; text-decoration-color: #bfbf7f\">/usr/lib/python3.10/</span><span style=\"color: #808000; text-decoration-color: #808000; font-weight: bold\">shutil.py</span>:<span style=\"color: #0000ff; text-decoration-color: #0000ff\">713</span> in <span style=\"color: #00ff00; text-decoration-color: #00ff00\">rmtree</span>                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>                                                                                                  <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 710 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"># Note: To guard against symlink races, we use the standard</span>                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 711 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"># lstat()/open()/fstat() trick.</span>                                                   <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 712 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">try</span>:                                                                              <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span> <span style=\"color: #800000; text-decoration-color: #800000\">❱ </span> 713 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span>orig_st = os.lstat(path)                                                      <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 714 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">except</span> <span style=\"color: #00ffff; text-decoration-color: #00ffff\">Exception</span>:                                                                 <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 715 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span>onerror(os.lstat, path, sys.exc_info())                                       <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">│</span>   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\"> 716 </span><span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">│   │   │   </span><span style=\"color: #0000ff; text-decoration-color: #0000ff\">return</span>                                                                        <span style=\"color: #800000; text-decoration-color: #800000\">│</span>\n",
              "<span style=\"color: #800000; text-decoration-color: #800000\">╰──────────────────────────────────────────────────────────────────────────────────────────────────╯</span>\n",
              "<span style=\"color: #ff0000; text-decoration-color: #ff0000; font-weight: bold\">FileNotFoundError: </span><span style=\"font-weight: bold\">[</span>Errno <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"font-weight: bold\">]</span> No such file or directory: <span style=\"color: #008000; text-decoration-color: #008000\">'/content/AlQalam/checkpoint-7000'</span>\n",
              "</pre>\n"
            ],
            "text/plain": [
              "\u001b[31m╭─\u001b[0m\u001b[31m──────────────────────────────\u001b[0m\u001b[31m \u001b[0m\u001b[1;31mTraceback \u001b[0m\u001b[1;2;31m(most recent call last)\u001b[0m\u001b[31m \u001b[0m\u001b[31m───────────────────────────────\u001b[0m\u001b[31m─╮\u001b[0m\n",
              "\u001b[31m│\u001b[0m in \u001b[92m<cell line: 3>\u001b[0m:\u001b[94m3\u001b[0m                                                                              \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m \u001b[2;33m/usr/lib/python3.10/\u001b[0m\u001b[1;33mshutil.py\u001b[0m:\u001b[94m715\u001b[0m in \u001b[92mrmtree\u001b[0m                                                      \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 712 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                              \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 713 \u001b[0m\u001b[2m│   │   │   \u001b[0morig_st = os.lstat(path)                                                      \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 714 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mexcept\u001b[0m \u001b[96mException\u001b[0m:                                                                 \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 715 \u001b[2m│   │   │   \u001b[0monerror(os.lstat, path, sys.exc_info())                                       \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 716 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m                                                                        \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 717 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                              \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 718 \u001b[0m\u001b[2m│   │   │   \u001b[0mfd = os.open(path, os.O_RDONLY)                                               \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m \u001b[2;33m/usr/lib/python3.10/\u001b[0m\u001b[1;33mshutil.py\u001b[0m:\u001b[94m713\u001b[0m in \u001b[92mrmtree\u001b[0m                                                      \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m                                                                                                  \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 710 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[2m# Note: To guard against symlink races, we use the standard\u001b[0m                       \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 711 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[2m# lstat()/open()/fstat() trick.\u001b[0m                                                   \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 712 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mtry\u001b[0m:                                                                              \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m \u001b[31m❱ \u001b[0m 713 \u001b[2m│   │   │   \u001b[0morig_st = os.lstat(path)                                                      \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 714 \u001b[0m\u001b[2m│   │   \u001b[0m\u001b[94mexcept\u001b[0m \u001b[96mException\u001b[0m:                                                                 \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 715 \u001b[0m\u001b[2m│   │   │   \u001b[0monerror(os.lstat, path, sys.exc_info())                                       \u001b[31m│\u001b[0m\n",
              "\u001b[31m│\u001b[0m   \u001b[2m 716 \u001b[0m\u001b[2m│   │   │   \u001b[0m\u001b[94mreturn\u001b[0m                                                                        \u001b[31m│\u001b[0m\n",
              "\u001b[31m╰──────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n",
              "\u001b[1;91mFileNotFoundError: \u001b[0m\u001b[1m[\u001b[0mErrno \u001b[1;36m2\u001b[0m\u001b[1m]\u001b[0m No such file or directory: \u001b[32m'/content/AlQalam/checkpoint-7000'\u001b[0m\n"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import shutil\n",
        "# shutil.rmtree('/content/AlQalam-finetuned-mmj-withXlsumValid/checkpoint-11500')\n",
        "# shutil.rmtree('/content/AlQalam-finetuned-mmj-withXlsumValid/checkpoint-12500')\n",
        "# shutil.rmtree('/content/AlQalam-finetuned-mmj-withXlsumValid/checkpoint-12000')\n",
        "shutil.rmtree('/content/AlQalam-finetuned-mmj-withXlsumValid/*')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 429,
          "referenced_widgets": [
            "09bb3d850bc84d3583a7236da38942da",
            "e7eda403119f4d33bc2fe2c2100dd66f",
            "b066b5392c8049e797ac4548e2dfceb8",
            "2e6ee48ab69f4d8f876365d90ecb58e6",
            "ffb046127633435ebf3d069d5a74c041",
            "f71e844040c04dc9bc3dcc3fa17fefcc",
            "0dacb2ae7a2c4ff49cd2c665ca33003f",
            "d7df3d59c966495abe3a9ce1a76aee98",
            "78131432827f4ce98824ff0013d69e82",
            "6f250ec1a21e4f4484e03e5e1ec9ec7d",
            "87a5bd5471c54e678e6e1421827e8b04",
            "5ceac8c01bdc40cfb7a826c5b665be45",
            "575d7c7e1b0546caa2c4c90bdbca0c07",
            "5e2e281338954035b1c4b23245f74732",
            "7e46cd1def814b0ca16ffcdbfd2ebbaf",
            "6a28c9b3c5cc48778cfbd3e6ce37accc",
            "72340e3ec6fc439cb6f03c823a926497",
            "4ce5a1350b0e494d8580266aa926e5c0",
            "83f8d68a50b3482eb78cbbcea974b5a8",
            "1d2a03f2fca14a4b936b045eb3d46029",
            "7ece72637d474e07b2401e5c58973cdf",
            "3103234ba7c644b8800785d995aae7aa"
          ]
        },
        "id": "wzfbIM-clsoL",
        "outputId": "76f7490b-1e6f-472a-ea72-99cdf52f335c"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "09bb3d850bc84d3583a7236da38942da",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Upload file pytorch_model.bin:   0%|          | 1.00/1.05G [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "5ceac8c01bdc40cfb7a826c5b665be45",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Upload file runs/Jul06_15-50-19_4707850c3432/events.out.tfevents.1688658639.4707850c3432.437.0:   0%|         …"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "To https://huggingface.co/Grinta-king/AlQalam-finetuned-mmj-withXlsumValid\n",
            "   6f768d1..ba6f046  main -> main\n",
            "\n",
            "WARNING:huggingface_hub.repository:To https://huggingface.co/Grinta-king/AlQalam-finetuned-mmj-withXlsumValid\n",
            "   6f768d1..ba6f046  main -> main\n",
            "\n",
            "To https://huggingface.co/Grinta-king/AlQalam-finetuned-mmj-withXlsumValid\n",
            "   ba6f046..63cf5f3  main -> main\n",
            "\n",
            "WARNING:huggingface_hub.repository:To https://huggingface.co/Grinta-king/AlQalam-finetuned-mmj-withXlsumValid\n",
            "   ba6f046..63cf5f3  main -> main\n",
            "\n"
          ]
        },
        {
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'https://huggingface.co/Grinta-king/AlQalam-finetuned-mmj-withXlsumValid/commit/ba6f04620d444feca0e9369ccbae5cd8b21b26a0'"
            ]
          },
          "execution_count": 31,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "trainer.push_to_hub()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 495,
          "referenced_widgets": [
            "54d594a85dfe414bab3efb20b15f75b4",
            "4774f90edd0449698ba5eb61f122aa2f",
            "26a677b020744b2496816ac6ed4b1687",
            "c02c68125d354a8d8e388f8b951e5802",
            "6c90e4865cf0487392a5bd4a69996c01",
            "e1c47ee7ff9e48f7a5f251418e172c73",
            "2c5d821092914a83bbe8327ac243b5bb",
            "737beca0e48d45bbad445ecee17edf90",
            "0632d6bcba2f4c5a9c5072038ec0ae79",
            "0cc5af06d99f437b9e60ed2f118e475c",
            "86dd60106d7549e49c0d2a8cd0772649",
            "755504eee0464dd099b819e4940e903e",
            "e8e3fc4391a047c0b769800227948017",
            "4a94322e69be441b8ecd1c5f2be44bea",
            "e513539408654b3c96c4543dae37e15b",
            "746e9789251e488f9b1257b4fbecfeb1",
            "10f9240433644733b0fca5176867d365",
            "fa3d5645d73644ff850931ebfb93f360",
            "9ed0b5a88a184f89b18b4021b3f150b0",
            "a395130aa3544d21b773569de203260a",
            "c6d9e4e8f21642ccbbac182b8fde6acd",
            "49e73d8f8b44446694cc9f03e8faaf4a",
            "c193744225cd45c8bd10ed4a373ca321",
            "869146b8837c42e0873d86633e8e8242",
            "ad8de562340f4986921d3f1344898da0",
            "770ec18e9dc345e9a7841f4bfb8d5910",
            "9d5a44bf97ac4c89a4f9a9940745b674",
            "920f509dc5ef4b54a1a5422b98621b14",
            "017db6caf2dd4f6bb81d74a983e1e21e",
            "9822cb00546a4bd48be97a15bfe19ca7",
            "590e75d7e1a44650818dbde00d620052",
            "72821619b61748ce92de1ceed62f2e13",
            "c0dad3a5e982498c97f68f1b115d8eae"
          ]
        },
        "id": "m3MsrtXlkv1r",
        "outputId": "6cf9b27e-e670-4640-ea97-a9b2b558a373"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "Cloning https://huggingface.co/omar-atef/AlQalam into local empty directory.\n",
            "WARNING:huggingface_hub.repository:Cloning https://huggingface.co/omar-atef/AlQalam into local empty directory.\n"
          ]
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "54d594a85dfe414bab3efb20b15f75b4",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Upload file pytorch_model.bin:   0%|          | 1.00/1.05G [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "755504eee0464dd099b819e4940e903e",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Upload file spiece.model:   0%|          | 1.00/2.32M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "c193744225cd45c8bd10ed4a373ca321",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Upload file training_args.bin:   0%|          | 1.00/4.00k [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "To https://huggingface.co/omar-atef/AlQalam\n",
            "   40bf6c1..73a6398  main -> main\n",
            "\n",
            "WARNING:huggingface_hub.repository:To https://huggingface.co/omar-atef/AlQalam\n",
            "   40bf6c1..73a6398  main -> main\n",
            "\n",
            "To https://huggingface.co/omar-atef/AlQalam\n",
            "   73a6398..e244306  main -> main\n",
            "\n",
            "WARNING:huggingface_hub.repository:To https://huggingface.co/omar-atef/AlQalam\n",
            "   73a6398..e244306  main -> main\n",
            "\n"
          ]
        },
        {
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'https://huggingface.co/omar-atef/AlQalam/commit/73a6398b67626be7e06c92c37040e48ce86d6180'"
            ]
          },
          "execution_count": 33,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "trainer.push_to_hub()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2SG74yQRdlCP",
        "outputId": "466cd4b2-41ef-403e-9ef6-5e8cdfef13d4"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "1051"
            ]
          },
          "execution_count": 25,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "import torch, gc\n",
        "torch.cuda.empty_cache()\n",
        "gc.collect()\n",
        "# model = AutoModelForSeq2SeqLM.from_pretrained('./AraT5-finetuned-on-validation-dataset',local_files_only=True)\n",
        "# tokenizer = AutoTokenizer.from_pretrained('./AraT5-finetuned-on-validation-dataset',local_files_only=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "KvL-h7JCUeno",
        "outputId": "873633f6-a18d-4c4f-d208-03d335865100"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "154"
            ]
          },
          "execution_count": 6,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "len(summaries)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 241,
          "referenced_widgets": [
            "af6de9d47cde4e19aef41cde403c24fc",
            "a1c0e07a3b884fdda527ae30498d2977",
            "79e2808c0c844042bde5c7b24c8b94c7",
            "d7b7a3bdc2544afba7d9eaacd061cb1d",
            "0c3bf4332e4046e9b0abaa3b3dfd0f57",
            "91a715bd7b754888be2c22076a2bbc1a",
            "f43dd5642cf0472a9056beed786694ee",
            "65348afa0fc948f5b72c0ee3e1219d43",
            "6e872c0f14dc4455870fe1e1fdf9d9ca",
            "5b041347cf154356b6a04b1cd12ffd8a",
            "d34bd793710341d993cf8fa05ab5663b",
            "2c2f5315359d486ab5aa00ab08f37c5f",
            "a9c2ed81b57e450faa162d0ba2f71a79",
            "1a24236824624edd811e188419679430",
            "f354e1eac70141f7b7f97aff69069d16",
            "4d2867f8c34a4d4d9f57dd4485562761",
            "20708a55a271402f841d43455f7c7b40",
            "38dfcf6ec2bd488ab27aa743a8e437b7",
            "4d2cf43df15c4439a28f2834508b2e3d",
            "45df206e3cca4c9691a96cb9ea578146",
            "94e12f7770aa4e42a2a90bebec45acfc",
            "7be8db019bd04f4ea732bb52513da3cf",
            "6c117323af224ae7b3aac14c7435e767",
            "e66aacb564d042ed81f2ebde34b9c5a1",
            "f5950275c87345b387cd76cd0ce584e2",
            "03d5840a33254004b5a9db698c02a467",
            "01d1a6386ed8416baf8dc7cf608f6d09",
            "1dec250b9aaa4a4c9027d7eb2f4d62b8",
            "b15f968b1db64384abd39a85284df91c",
            "91cc002dd3ea40f8920b935874092f82",
            "212f4a927580483bb855161173a3b179",
            "4c792eb63676462aa9b3d297f378d8b2",
            "0ecf8b3325bf4611b53b248dc3dc6d29",
            "646f4d97a7f7449284c55e8d834b061c",
            "f7869aa3a9a74bba9bf106f8d273b531",
            "f8f41881757344dcbd7325fba6040628",
            "2f22a4ce77004fc3a305d04fea510e8c",
            "3bf40237543f4e7eb06ae28b54462847",
            "8b5a0dbbe4a74a1b8f29800b996efa41",
            "95a260f0b8e840d089ca2cb7b553edb3",
            "2a0ba7939b4742a48991be9e41f73655",
            "2c1670e31b7e4a94981515220db39c1b",
            "409d652117b04ecfa63606e3bc338017",
            "bcc45aff877942f895e14325583b2b81",
            "3ed454e955e54164b60b82383f608976",
            "d57ae823620844a5b9b50edcd8a89a09",
            "ab37454a311949c8a1bbf1baa08cafd2",
            "6a4116cc1f1c4cdd881ad990d488debb",
            "0cf8c9582bd24c058c809e3933cfec07",
            "3684cff3f2934b819ae9b10f8a7e31e0",
            "e2e3892507904535b8d40e1457332ad1",
            "c6f9ffb513be42c4a021afae00eeb765",
            "bd3cb7cbb18a468c85e6288c8b1a4d53",
            "1bea3bc2edd240658ddb47c1970823af",
            "bd2c3ee83de84fc3ac483debd52b2af9",
            "a5f2cae29482404cad9f39abd1686764",
            "2cd9dfedc04a48dd94d2d46229c03af0",
            "a7cda6fcda7842eda680c9c338e421e0",
            "aabb17d5402f4b5d84b0831c90813702",
            "4d56aceb1f794a999328b33c69fe7478",
            "b371d41b0772455c928dec9eb4e3ab52",
            "433cbeff87974966a0adc91b0955e329",
            "73ec5ee4e1fa4ef6a7c2cad10004e279",
            "53245567dfd34a4983c8bb6b0abfe1a4",
            "cc0be1188fa048ca963aa3ba2a5bfb5f",
            "38dc98173d2143d796fef91b1ec25c18",
            "594101bf8d88464ea54d92a31718b489",
            "1ff4987feba249e784aecc2a7c5a0c7b",
            "4f0acb766527440fb951210b69b6e20f",
            "3368995e5d704a129c1b22d67219c8c8",
            "ddfaf063b8bd4ee7ac6390e7d8d1fdce",
            "c3bd48835c18484fbb48d985ccd8be47",
            "16b522f5957549d2afe0030d7d3628d1",
            "e9de18f2581342bb96bf217c2fc61cbc",
            "195758faa98943778465092950dc7044",
            "333666197fbb44c4ad8717e9e4b7d809",
            "cf361f92530e4afd8558af606510014e"
          ]
        },
        "id": "ZtFVcW_6oCkZ",
        "outputId": "a5b568eb-e00e-443e-9293-ab364d4edf44"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "af6de9d47cde4e19aef41cde403c24fc",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)lve/main/config.json:   0%|          | 0.00/788 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "2c2f5315359d486ab5aa00ab08f37c5f",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading pytorch_model.bin:   0%|          | 0.00/1.13G [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "6c117323af224ae7b3aac14c7435e767",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)neration_config.json:   0%|          | 0.00/112 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "646f4d97a7f7449284c55e8d834b061c",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)okenizer_config.json:   0%|          | 0.00/285 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "3ed454e955e54164b60b82383f608976",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading spiece.model:   0%|          | 0.00/2.44M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "a5f2cae29482404cad9f39abd1686764",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)/main/tokenizer.json:   0%|          | 0.00/7.76M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "594101bf8d88464ea54d92a31718b489",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)cial_tokens_map.json:   0%|          | 0.00/74.0 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "model = AutoModelForSeq2SeqLM.from_pretrained('Grinta-king/AlQalam')\n",
        "tokenizer = AutoTokenizer.from_pretrained('Grinta-king/AlQalam')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "ueGtg_VkUehL"
      },
      "outputs": [],
      "source": [
        "from transformers import pipeline\n",
        "summ = pipeline('summarization', model=model, tokenizer=tokenizer, device=0)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Mm-2BTKJUeZ-",
        "outputId": "9631fe8a-c08b-451d-9bb1-220ed098adbd"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "device(type='cuda', index=0)"
            ]
          },
          "execution_count": 92,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "import torch\n",
        "torch.device('cuda:0')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        },
        "id": "feeqxGaZ0UbG",
        "outputId": "3f91a755-a0e0-41e7-c4d8-bfec91c6e1b8"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'بدأ الكاتب عرض الكتاب الرابع تحت عنوان من الكارثة إلى التحدى، حيث يوضح كيف كانت إسرائيل فرحة بنصرها عام 67، وكيف بدأت حرب الاستنزاف، ثم يبدأ بالعرض للخطط والاستعدادات المصرية، ثم الاستعدادات الإسرائيلية، ثم ينتقل بنا إلى الجبهة السورية، ثم يعود ثانية إلى يوميات الحرب، ثم يعرض الكاتب وقائع الحرب، ثم سينتقل بنا إلى الجبهة السورية، ثم وينتقل بنا إلى الجبهة السورية، ثم يدخل الكاتب المعركة الخاصة بالاستيلاء على مدينة السويس من 23 أكتوبر إلى 14 أكتوبر، ثم تبدأ الحملة الخاصة بالاستيلاء على مدينة السويس من 23 أكتوبر إلى 24 أكتوبر، ثم يبدأ الكاتب بعرض وقائع الحرب الأولى في مصر 9 أكتوبر حتى تم إعفاء الفريق النقر على مدينة السويس من 23 أكتوبر إلى'"
            ]
          },
          "execution_count": 89,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "summ(texts[:2], length_penalty=1.6, num_beams=8, min_length=100, max_length=200, repetition_penalty=4.0)[0]['summary_text']"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "D86RFoq7Xczf",
        "outputId": "1ee9ebd3-f497-47e0-f031-34fc8f2561ad"
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "{'rouge-1': {'r': 0.5927127259996762,\n",
              "  'p': 0.6628499720754315,\n",
              "  'f': 0.6199618998893417},\n",
              " 'rouge-2': {'r': 0.4734581395589518,\n",
              "  'p': 0.5287174878020624,\n",
              "  'f': 0.49466762549841714},\n",
              " 'rouge-l': {'r': 0.5376076301409698,\n",
              "  'p': 0.6036185164410782,\n",
              "  'f': 0.563432433783391}}"
            ]
          },
          "execution_count": 91,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "predictions = summ(texts, length_penalty=1.6, num_beams=8, min_length=100, max_length=200, repetition_penalty=4.0)\n",
        "labels = summaries\n",
        "predictions = [item['summary_text'] for item in predictions]\n",
        "\n",
        "Rouge().get_scores(predictions, labels, avg=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        },
        "id": "i5XXzslxY6Qd",
        "outputId": "5fa9a330-25b6-418e-f531-51803e8f10af"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'نشرت صحيفة الفاينانشال تايمز كتابا جديدا بعنوان \"الحرب على إسرائيل\" يتناول فيه أحداث الحرب العالمية الثانية التي وقعت في أكتوبر/تشرين الأول عام 1967، وذلك بعد مرور أكثر من نصف قرن على إعلان الجيش الإسرائيلي انسحابه من الأراضي المصرية وإحتلالها للأراضي الفلسطينية المحتلة خلال حرب 67 والتي أدت إلى الإطاحة بالرئيس المصري الراحل عبد الفتاح السيسي ورئيس الوزراء السابق محمد حسني مبارك عن حكم الجمهورية العربية المتحدة قبل خمس سنوات. ومن أهم الكتب التي تناولتها جريدة التايمز منذ بدء الحملة الجوية الإسرائيلية على قطاع غزة يوم 6 أكتوبر/ تشرين الأول الماضي.'"
            ]
          },
          "execution_count": 28,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "predictions[0]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 70
        },
        "id": "cod5jIutUs7Z",
        "outputId": "439fea49-5b83-487a-b028-bd56107cf760"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'يبدأ الكاتب عرض الكتاب الرابع تحت عنوان من الكارثة إلى التحدى؛ حيث يوضح كيف كانت إسرائيل فرحة بنصرها عام 67، وكيف بدأت حرب الاستنزاف، ثم يتكلم عن وفاة عبدالناصر، وتولى أنور السادات حكم مصر، ويعرض الكاتب للخطط والاستعدادات المصرية، ثم الاستعدادات الإسرائيلية، ثم يبدأ بعرض وقائع الحرب، ويتوقف الكاتب عند يوم 8 أكتوبر، ويقول: إن هذا اليوم كان أسوأ هزيمة فى تاريخ الجيش الإسرائيلى، ثم ينتقل بنا إلى الجبهة السورية، ثم يعود ثانية إلى يوميات الحرب من  9 أكتوبر إلى 13 و 14 أكتوبر، والعمليات النهائية فى سوريا 14 إلى 23 أكتوبر، ثم يعرض الكاتب المعركة الخاصة بالاستيلاء على مدينة السويس من 23 أكتوبر إلى 25 أكتوبر، ثم تطورات هذه المعركة. '"
            ]
          },
          "execution_count": 29,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "summaries[0]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 157
        },
        "id": "79lNa17NVMaI",
        "outputId": "3b3cb6eb-eb99-46a9-941d-fdd2ce189b23"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            },
            "text/plain": [
              "'قال السفير المصري لدي الكويت ياسر عاطف إن 6 أكتوبر يوم الفخر لمصر والأمة العربية جميعا \" وتحضرني هنا كلمة خالدة للرئيس الراحل أنور السادات حينما قال أن كفاحنا كان كفاحا من اجل الحق والحرية \" . وأضاف عاطف في تصريحات للصحفيين خلال احتفال مكتب الاتصال العسكري بالسفارة المصرية بالكويت بذكري مرور 43 عام على نصر أكتوبر المجيد \" واعتقد أن كفاحنا حتى اليوم مازال كفاحا من اجل الحق والحرية , فكل عام نحتفل بهذا الانتصار المجيد ونحي هذه الذكري الخالدة التي تحمل الكثير من الدروس وقصص البطولة . وعن المشاركة الكويتية والعربية في حرب أكتوبر قال السفير ياسر عاطف \" التعاون العربي مع مصر بدءا من حرب الاستنزاف وجسد إحساس الأمة العربية بعمق الروابط التي تجمعها مع مصر ووقوف العرب صفا واحدا لافتا إلى انه كان في الطليعة العربية الضباط والجنود الكويتيين . وقال \" ويحضر معنا الاحتفال اليوم العميد عبد الله المقلد احد الأبطال الكويتيين الذين شاركوا مع القوات المصرية منذ حرب الاستنزاف ابتداء من سنة 1968 والتي توجت بانتصارات أكتوبر المجيدة وهي صورة من صور التضامن والتكامل العربي بشكل واضح \" . وأضاف عاطف قائلا \" ثم كان الترابط العربي في عام 1990 حينما وقف العرب جميعهم مع الكويت لتحرير الأرض الغالية من الاحتلال العراقي وهي أيضا صورة اخرى من صور التكامل العربي من اجل استرداد الحق لاحد الدول العربية الشقيقة التي اغتصب منها \". واردف قائلا \" ونحن بحاجة إلى أن تستمر هذه الروح , فنحن الآن في مرحلة سلام وأمامنا معركة بناء وتنمية من أجل مستقبل شباب امتنا وهذه المعركة تحتاج إلي تكاتفا اكبر بين الدول العربية من اجل الوصول إلى هذه التنمية المنشودة وتحقيق طموحات الشعوب العربية بأكملها . ومن جانبه أشاد رئيس التفتيش العسكري في الجيش الكويتي اللواء الركن محمد احمد الخضر خلال الاحتفال بالتعاون العسكري \" التاريخي \" بين الكويت ومصر مشيرا إلى أن هذا التعاون بناء وفي تطور مستمر . وقال اللواء الركن الخضر أن الجيش الكويتي يستفيد دائما من خبرة ومهارات الجيش المصري وفي كافة أوجه التعاون العسكري . واستذكر ملحمة حرب أكتوبر \" العظيمة بمشاركة من الجيش الكويتي الذي امتزجت دماؤه مع دماء اشقائه المصريين في هذه الحرب والتي تكللت باستعادة الأراضي المصرية \" معربا عن خالص التهنئة لجمهورية مصر العربية الشقيقة \" التي يكن لها الكويتيون محبة خاصة \" قيادة وحكومة وشعبا بهذه المناسبة السعيدة .'"
            ]
          },
          "execution_count": 21,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "texts[5]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "1MihrHmtW9vH"
      },
      "outputs": [],
      "source": [
        "predictions = []\n",
        "i=1\n",
        "\n",
        "for text in texts:\n",
        "  words = get_len(text)\n",
        "  if words >= 200:\n",
        "    min_length = int(0.25*words)\n",
        "    max_length = int(0.65*words)\n",
        "  elif words >= 100:\n",
        "    min_length = int(0.35*words)\n",
        "    max_length = int(0.75*words)\n",
        "  else:\n",
        "    min_length = int(0.65*words)\n",
        "    max_length = words\n",
        "\n",
        "  # min_length=100\n",
        "  # max_length=200\n",
        "  pred = summ(text, length_penalty=1.6, num_beams=3, min_length=min_length, max_length=max_length, repetition_penalty=5.0)[0]['summary_text']\n",
        "  predictions.append(pred)\n",
        "  print(i)\n",
        "  i+=1"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "gpuType": "A100",
      "machine_shape": "hm",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.11.2"
    },
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "00bc7f9558c542f39bef105bacae2098": {
          "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": ""
          }
        },
        "017db6caf2dd4f6bb81d74a983e1e21e": {
          "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": ""
          }
        },
        "01d1a6386ed8416baf8dc7cf608f6d09": {
          "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
          }
        },
        "03d5840a33254004b5a9db698c02a467": {
          "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_4c792eb63676462aa9b3d297f378d8b2",
            "placeholder": "​",
            "style": "IPY_MODEL_0ecf8b3325bf4611b53b248dc3dc6d29",
            "value": " 112/112 [00:00&lt;00:00, 6.20kB/s]"
          }
        },
        "04477c79d073495f981394085b8f1dfd": {
          "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_200610cd477a48918c7ed77cb1008c53",
            "max": 1131209487,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_90d6d308bc4741c397c92c5981f1a6f3",
            "value": 1131209487
          }
        },
        "0632d6bcba2f4c5a9c5072038ec0ae79": {
          "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": ""
          }
        },
        "07399780dbd342b7a9388c466aade612": {
          "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": ""
          }
        },
        "078a2f5e57d54a85aba4c4e1aee92b90": {
          "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%"
          }
        },
        "09261b27f4f349a895e1ff2df0b67e77": {
          "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_804a2fd2901c48ada5723b10bfcd13b1",
            "placeholder": "​",
            "style": "IPY_MODEL_c65c3931db054f3bb2c74ce66d504785",
            "value": ""
          }
        },
        "09bb3d850bc84d3583a7236da38942da": {
          "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_e7eda403119f4d33bc2fe2c2100dd66f",
              "IPY_MODEL_b066b5392c8049e797ac4548e2dfceb8",
              "IPY_MODEL_2e6ee48ab69f4d8f876365d90ecb58e6"
            ],
            "layout": "IPY_MODEL_ffb046127633435ebf3d069d5a74c041"
          }
        },
        "0a46b38dc574407e977796bd4a221195": {
          "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_baa2b816ba744a879cbbb8478c98a14f",
            "placeholder": "​",
            "style": "IPY_MODEL_8a2501442237429aa32eae3837616bb7",
            "value": "Token is valid (permission: write)."
          }
        },
        "0b025a140c5d4540b9c25b23d253ced6": {
          "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
          }
        },
        "0c3bf4332e4046e9b0abaa3b3dfd0f57": {
          "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
          }
        },
        "0cc5af06d99f437b9e60ed2f118e475c": {
          "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
          }
        },
        "0cf8c9582bd24c058c809e3933cfec07": {
          "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
          }
        },
        "0dacb2ae7a2c4ff49cd2c665ca33003f": {
          "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": ""
          }
        },
        "0e24a378d35c41d6b1e50ac9f7839527": {
          "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": ""
          }
        },
        "0ecf8b3325bf4611b53b248dc3dc6d29": {
          "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": ""
          }
        },
        "10f9240433644733b0fca5176867d365": {
          "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
          }
        },
        "120981cd95984b0996206a0951befec3": {
          "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
          }
        },
        "124edf9f893f4cac851edfca14278a1d": {
          "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_3b1cd2f02d64481a9930c389f18bbded",
            "placeholder": "​",
            "style": "IPY_MODEL_1c7e5ae5aa36487f919aa8d3f80c5e92",
            "value": "Downloading (…)okenizer_config.json: 100%"
          }
        },
        "12e4e2337c264bfa9ed545e13291d136": {
          "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": ""
          }
        },
        "139af0e1119140bd81db549f6e4ef423": {
          "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_1acb95a4ea574725a64f3a22a3a4cd53",
            "style": "IPY_MODEL_4fe48178ebce4786ae345b8c7a47fcae",
            "tooltip": ""
          }
        },
        "16b522f5957549d2afe0030d7d3628d1": {
          "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": ""
          }
        },
        "195758faa98943778465092950dc7044": {
          "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": ""
          }
        },
        "19641802b9024a9b8f6120528035284d": {
          "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
          }
        },
        "19ac91f9181c4d5fa56dabbce5a4a27e": {
          "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
          }
        },
        "1a24236824624edd811e188419679430": {
          "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_4d2cf43df15c4439a28f2834508b2e3d",
            "max": 1131180017,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_45df206e3cca4c9691a96cb9ea578146",
            "value": 1131180017
          }
        },
        "1acb95a4ea574725a64f3a22a3a4cd53": {
          "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
          }
        },
        "1bdcaa4e214e41eea570e01277a6d863": {
          "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_19641802b9024a9b8f6120528035284d",
            "style": "IPY_MODEL_e08e3849bd504b75ac4253a4fd7c6443",
            "tooltip": ""
          }
        },
        "1bea3bc2edd240658ddb47c1970823af": {
          "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
          }
        },
        "1c7e5ae5aa36487f919aa8d3f80c5e92": {
          "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": ""
          }
        },
        "1cb8374406e246da9cb7de0692c00368": {
          "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": ""
          }
        },
        "1d2a03f2fca14a4b936b045eb3d46029": {
          "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": ""
          }
        },
        "1dec250b9aaa4a4c9027d7eb2f4d62b8": {
          "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
          }
        },
        "1ff4987feba249e784aecc2a7c5a0c7b": {
          "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_c3bd48835c18484fbb48d985ccd8be47",
            "placeholder": "​",
            "style": "IPY_MODEL_16b522f5957549d2afe0030d7d3628d1",
            "value": "Downloading (…)cial_tokens_map.json: 100%"
          }
        },
        "200610cd477a48918c7ed77cb1008c53": {
          "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
          }
        },
        "2022879921544161ba28f1eebb2524ba": {
          "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_c5c93b021de84769bf42bb9d666637dd",
            "max": 679,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_cfa2f6abb8e94186bf2fe92ee763c75f",
            "value": 679
          }
        },
        "20708a55a271402f841d43455f7c7b40": {
          "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
          }
        },
        "20b460e484ab49559cda35e9c28132af": {
          "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
          }
        },
        "2106bc5ffd014ef8bed702a801ab6b1c": {
          "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": "hidden",
            "width": null
          }
        },
        "212144cc89b046b58e654468a8cfd980": {
          "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
          }
        },
        "212f4a927580483bb855161173a3b179": {
          "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": ""
          }
        },
        "238cd0c351e34517853f598ff74ef3a6": {
          "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
          }
        },
        "249c2b26e9254aee9b4db4900d895740": {
          "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": ""
          }
        },
        "24afe384abc140909384ce705f68e40e": {
          "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
          }
        },
        "26a677b020744b2496816ac6ed4b1687": {
          "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_737beca0e48d45bbad445ecee17edf90",
            "max": 1131180017,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_0632d6bcba2f4c5a9c5072038ec0ae79",
            "value": 1131180017
          }
        },
        "2804494a783e495d92a7e9f047f21fa6": {
          "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
          }
        },
        "2a0ba7939b4742a48991be9e41f73655": {
          "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
          }
        },
        "2c1670e31b7e4a94981515220db39c1b": {
          "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": ""
          }
        },
        "2c2f5315359d486ab5aa00ab08f37c5f": {
          "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_a9c2ed81b57e450faa162d0ba2f71a79",
              "IPY_MODEL_1a24236824624edd811e188419679430",
              "IPY_MODEL_f354e1eac70141f7b7f97aff69069d16"
            ],
            "layout": "IPY_MODEL_4d2867f8c34a4d4d9f57dd4485562761"
          }
        },
        "2c58a0fdc50c44f3a68e77800126899d": {
          "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_0b025a140c5d4540b9c25b23d253ced6",
            "placeholder": "​",
            "style": "IPY_MODEL_e1622a2962094066ab420572530a5b0e",
            "value": "Downloading pytorch_model.bin: 100%"
          }
        },
        "2c5d821092914a83bbe8327ac243b5bb": {
          "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": ""
          }
        },
        "2cd9dfedc04a48dd94d2d46229c03af0": {
          "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_b371d41b0772455c928dec9eb4e3ab52",
            "placeholder": "​",
            "style": "IPY_MODEL_433cbeff87974966a0adc91b0955e329",
            "value": "Downloading (…)/main/tokenizer.json: 100%"
          }
        },
        "2d953e9aaf4a4eee9863dd8a2c578d5a": {
          "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_91a983dc1b6a414f9ecabacb3b3d7be5",
            "placeholder": "​",
            "style": "IPY_MODEL_8c150715e7ca4fe2b79908675879bd34",
            "value": " 2.44M/2.44M [00:00&lt;00:00, 82.6MB/s]"
          }
        },
        "2e6ee48ab69f4d8f876365d90ecb58e6": {
          "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_6f250ec1a21e4f4484e03e5e1ec9ec7d",
            "placeholder": "​",
            "style": "IPY_MODEL_87a5bd5471c54e678e6e1421827e8b04",
            "value": " 1.05G/1.05G [01:44&lt;00:00, 12.5MB/s]"
          }
        },
        "2eca153b495b4cc18c9a4af4fca896ae": {
          "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": ""
          }
        },
        "2f22a4ce77004fc3a305d04fea510e8c": {
          "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_409d652117b04ecfa63606e3bc338017",
            "placeholder": "​",
            "style": "IPY_MODEL_bcc45aff877942f895e14325583b2b81",
            "value": " 285/285 [00:00&lt;00:00, 23.5kB/s]"
          }
        },
        "30c0c461edaf404698db4a4e48abd743": {
          "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_fc98a6728d2e44b0ac750b22906e2cf5",
              "IPY_MODEL_abd7d6e4148a409b94acf35ca0e06a2e",
              "IPY_MODEL_2d953e9aaf4a4eee9863dd8a2c578d5a"
            ],
            "layout": "IPY_MODEL_8fd1f0e3599643deabda9e4c1f3fb099"
          }
        },
        "3103234ba7c644b8800785d995aae7aa": {
          "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": ""
          }
        },
        "31b9a52199ca4e8cb95787b9cf716a2a": {
          "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
          }
        },
        "326c86a990ee4fd4ac63b6157b8771a3": {
          "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_9070db6a4a1749f89c51c562d9624224",
            "placeholder": "​",
            "style": "IPY_MODEL_c07738cac64646d9a35d32725d6cbad0",
            "value": "\n<b>Pro Tip:</b> 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. </center>"
          }
        },
        "327a9d05f1664eceb9347cef7dc65fdb": {
          "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_9035cb8a68cc40a9b6d276633c8c402a",
            "placeholder": "​",
            "style": "IPY_MODEL_e21ccdd28a0c4664b32a16ea590f7112",
            "value": "Connecting..."
          }
        },
        "333666197fbb44c4ad8717e9e4b7d809": {
          "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
          }
        },
        "3368995e5d704a129c1b22d67219c8c8": {
          "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_333666197fbb44c4ad8717e9e4b7d809",
            "placeholder": "​",
            "style": "IPY_MODEL_cf361f92530e4afd8558af606510014e",
            "value": " 74.0/74.0 [00:00&lt;00:00, 1.88kB/s]"
          }
        },
        "3684cff3f2934b819ae9b10f8a7e31e0": {
          "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
          }
        },
        "38dc98173d2143d796fef91b1ec25c18": {
          "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": ""
          }
        },
        "38dfcf6ec2bd488ab27aa743a8e437b7": {
          "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": ""
          }
        },
        "3b1cd2f02d64481a9930c389f18bbded": {
          "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
          }
        },
        "3bf40237543f4e7eb06ae28b54462847": {
          "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
          }
        },
        "3ed454e955e54164b60b82383f608976": {
          "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_d57ae823620844a5b9b50edcd8a89a09",
              "IPY_MODEL_ab37454a311949c8a1bbf1baa08cafd2",
              "IPY_MODEL_6a4116cc1f1c4cdd881ad990d488debb"
            ],
            "layout": "IPY_MODEL_0cf8c9582bd24c058c809e3933cfec07"
          }
        },
        "3f09ff43fc6c410684ce327df76d2fca": {
          "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": ""
          }
        },
        "409d652117b04ecfa63606e3bc338017": {
          "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
          }
        },
        "419f73cf07044f9cb8c89e08afbaf69a": {
          "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": ""
          }
        },
        "4279733c3e4d400e8ad907f035437b77": {
          "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
          }
        },
        "430742af16b347bfb214e497f901a3b5": {
          "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_8f7280af64594c7c90e8cf5bfade7005",
            "placeholder": "​",
            "style": "IPY_MODEL_00bc7f9558c542f39bef105bacae2098",
            "value": "<center> <img\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.svg\nalt='Hugging Face'> <br> Copy a token from <a\nhref=\"https://huggingface.co/settings/tokens\" target=\"_blank\">your Hugging Face\ntokens page</a> and paste it below. <br> Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. </center>"
          }
        },
        "433cbeff87974966a0adc91b0955e329": {
          "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": ""
          }
        },
        "4555e25d547e4e12a1e97d171dc944c1": {
          "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
          }
        },
        "45df206e3cca4c9691a96cb9ea578146": {
          "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": ""
          }
        },
        "4774f90edd0449698ba5eb61f122aa2f": {
          "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_e1c47ee7ff9e48f7a5f251418e172c73",
            "placeholder": "​",
            "style": "IPY_MODEL_2c5d821092914a83bbe8327ac243b5bb",
            "value": "Upload file pytorch_model.bin: 100%"
          }
        },
        "49e73d8f8b44446694cc9f03e8faaf4a": {
          "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": ""
          }
        },
        "4a94322e69be441b8ecd1c5f2be44bea": {
          "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_9ed0b5a88a184f89b18b4021b3f150b0",
            "max": 2435308,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_a395130aa3544d21b773569de203260a",
            "value": 2435308
          }
        },
        "4c23fd1e1c1f4df5a08088aa688c382e": {
          "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
          }
        },
        "4c792eb63676462aa9b3d297f378d8b2": {
          "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
          }
        },
        "4ce5a1350b0e494d8580266aa926e5c0": {
          "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": ""
          }
        },
        "4d2867f8c34a4d4d9f57dd4485562761": {
          "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
          }
        },
        "4d2cf43df15c4439a28f2834508b2e3d": {
          "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
          }
        },
        "4d56aceb1f794a999328b33c69fe7478": {
          "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
          }
        },
        "4f0acb766527440fb951210b69b6e20f": {
          "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_e9de18f2581342bb96bf217c2fc61cbc",
            "max": 74,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_195758faa98943778465092950dc7044",
            "value": 74
          }
        },
        "4fb663b734e247cfa4f1ff2be7abf4c7": {
          "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_a911c868d1e14d43a15c391e667c154d",
            "placeholder": "​",
            "style": "IPY_MODEL_718b31beefa14da082b301201b0dcb80",
            "value": "Downloading (…)cial_tokens_map.json: 100%"
          }
        },
        "4fe48178ebce4786ae345b8c7a47fcae": {
          "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": ""
          }
        },
        "5013f85b21d0408c9019eabbf64a4d0a": {
          "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": ""
          }
        },
        "505d5a72bf884701a19d7123239f98f0": {
          "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_e7e1442ebb2c4d40bb49c02b461bfcff",
            "placeholder": "​",
            "style": "IPY_MODEL_b68667c656484396972a5877bdbbced6",
            "value": "Login successful"
          }
        },
        "5268bd9bddac470cb9234e92b9213d6b": {
          "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_19ac91f9181c4d5fa56dabbce5a4a27e",
            "style": "IPY_MODEL_d0057bf761284ff4aa9b1708cad93fb9",
            "value": false
          }
        },
        "53245567dfd34a4983c8bb6b0abfe1a4": {
          "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": ""
          }
        },
        "54966647a4fa43779d1182914fcfe648": {
          "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
          }
        },
        "54d594a85dfe414bab3efb20b15f75b4": {
          "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_4774f90edd0449698ba5eb61f122aa2f",
              "IPY_MODEL_26a677b020744b2496816ac6ed4b1687",
              "IPY_MODEL_c02c68125d354a8d8e388f8b951e5802"
            ],
            "layout": "IPY_MODEL_6c90e4865cf0487392a5bd4a69996c01"
          }
        },
        "54dbae655f2043c59f76bd8040a847c4": {
          "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": ""
          }
        },
        "575d7c7e1b0546caa2c4c90bdbca0c07": {
          "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_72340e3ec6fc439cb6f03c823a926497",
            "placeholder": "​",
            "style": "IPY_MODEL_4ce5a1350b0e494d8580266aa926e5c0",
            "value": "Upload file runs/Jul06_15-50-19_4707850c3432/events.out.tfevents.1688658639.4707850c3432.437.0: 100%"
          }
        },
        "590e75d7e1a44650818dbde00d620052": {
          "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": ""
          }
        },
        "594101bf8d88464ea54d92a31718b489": {
          "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_1ff4987feba249e784aecc2a7c5a0c7b",
              "IPY_MODEL_4f0acb766527440fb951210b69b6e20f",
              "IPY_MODEL_3368995e5d704a129c1b22d67219c8c8"
            ],
            "layout": "IPY_MODEL_ddfaf063b8bd4ee7ac6390e7d8d1fdce"
          }
        },
        "59ed2d66872b40059d4e5a2c4cb15ba4": {
          "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_2804494a783e495d92a7e9f047f21fa6",
            "placeholder": "​",
            "style": "IPY_MODEL_54dbae655f2043c59f76bd8040a847c4",
            "value": ""
          }
        },
        "5ab420ca43fc4048a58822d6e54fc953": {
          "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": ""
          }
        },
        "5b041347cf154356b6a04b1cd12ffd8a": {
          "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
          }
        },
        "5ceac8c01bdc40cfb7a826c5b665be45": {
          "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_575d7c7e1b0546caa2c4c90bdbca0c07",
              "IPY_MODEL_5e2e281338954035b1c4b23245f74732",
              "IPY_MODEL_7e46cd1def814b0ca16ffcdbfd2ebbaf"
            ],
            "layout": "IPY_MODEL_6a28c9b3c5cc48778cfbd3e6ce37accc"
          }
        },
        "5e2e281338954035b1c4b23245f74732": {
          "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_83f8d68a50b3482eb78cbbcea974b5a8",
            "max": 9703,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_1d2a03f2fca14a4b936b045eb3d46029",
            "value": 9703
          }
        },
        "5f46e79ded664bf0b59b84f01fcb4ab5": {
          "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_cf7e3eb73a4b4ee58a4bdf7e83d932ac",
            "style": "IPY_MODEL_fb452ea70747404ebd6917f20cded129",
            "value": false
          }
        },
        "620afc7d7cf04fd8be254eee366270a5": {
          "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_0a46b38dc574407e977796bd4a221195",
              "IPY_MODEL_9598a83712d241abb655de2dccd9e436",
              "IPY_MODEL_bcd62a310a7e4f149c8e9957ae3d5d2e"
            ],
            "layout": "IPY_MODEL_9d259c7804714ed8bbbcfbee8b469ea3"
          }
        },
        "63f7b64339544fa3ad653efc8fc9d51c": {
          "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": "hidden",
            "width": null
          }
        },
        "646f4d97a7f7449284c55e8d834b061c": {
          "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_f7869aa3a9a74bba9bf106f8d273b531",
              "IPY_MODEL_f8f41881757344dcbd7325fba6040628",
              "IPY_MODEL_2f22a4ce77004fc3a305d04fea510e8c"
            ],
            "layout": "IPY_MODEL_3bf40237543f4e7eb06ae28b54462847"
          }
        },
        "65348afa0fc948f5b72c0ee3e1219d43": {
          "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
          }
        },
        "6755e0d1ce4a41fb85bf09e0fada9367": {
          "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_124edf9f893f4cac851edfca14278a1d",
              "IPY_MODEL_791752dd6c0b463f8e76e5e5ea798e58",
              "IPY_MODEL_e7ac578779a34ac8b952124db7bebc63"
            ],
            "layout": "IPY_MODEL_4c23fd1e1c1f4df5a08088aa688c382e"
          }
        },
        "698f6f983fb94a53821c295c5331abd8": {
          "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_da390a1d0849444f8e9325a88ad4a772",
              "IPY_MODEL_8173b26866f94515af275d35c7554f67",
              "IPY_MODEL_b0564bb561a043be8e3e28e606368b94"
            ],
            "layout": "IPY_MODEL_63f7b64339544fa3ad653efc8fc9d51c"
          }
        },
        "6a28c9b3c5cc48778cfbd3e6ce37accc": {
          "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
          }
        },
        "6a4116cc1f1c4cdd881ad990d488debb": {
          "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_1bea3bc2edd240658ddb47c1970823af",
            "placeholder": "​",
            "style": "IPY_MODEL_bd2c3ee83de84fc3ac483debd52b2af9",
            "value": " 2.44M/2.44M [00:00&lt;00:00, 32.6MB/s]"
          }
        },
        "6c117323af224ae7b3aac14c7435e767": {
          "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_e66aacb564d042ed81f2ebde34b9c5a1",
              "IPY_MODEL_f5950275c87345b387cd76cd0ce584e2",
              "IPY_MODEL_03d5840a33254004b5a9db698c02a467"
            ],
            "layout": "IPY_MODEL_01d1a6386ed8416baf8dc7cf608f6d09"
          }
        },
        "6c90e4865cf0487392a5bd4a69996c01": {
          "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
          }
        },
        "6d619d6e0c344d6c82d6f0a210d1ecd3": {
          "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": ""
          }
        },
        "6e872c0f14dc4455870fe1e1fdf9d9ca": {
          "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": ""
          }
        },
        "6f250ec1a21e4f4484e03e5e1ec9ec7d": {
          "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
          }
        },
        "6f4d78b8e9ec4a12bbdce22ca5c5838d": {
          "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
          }
        },
        "718b31beefa14da082b301201b0dcb80": {
          "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": ""
          }
        },
        "72340e3ec6fc439cb6f03c823a926497": {
          "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
          }
        },
        "72821619b61748ce92de1ceed62f2e13": {
          "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
          }
        },
        "7321a64e1c194192aae24b7eb4f60afc": {
          "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_fd8de5d9cf7243f98afac3fbe20b7bfa",
            "placeholder": "​",
            "style": "IPY_MODEL_eebbddb5503942b8b1c855d4955f1bbf",
            "value": " 1.13G/1.13G [00:02&lt;00:00, 445MB/s]"
          }
        },
        "737beca0e48d45bbad445ecee17edf90": {
          "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
          }
        },
        "73ec5ee4e1fa4ef6a7c2cad10004e279": {
          "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
          }
        },
        "746e9789251e488f9b1257b4fbecfeb1": {
          "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
          }
        },
        "755504eee0464dd099b819e4940e903e": {
          "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_e8e3fc4391a047c0b769800227948017",
              "IPY_MODEL_4a94322e69be441b8ecd1c5f2be44bea",
              "IPY_MODEL_e513539408654b3c96c4543dae37e15b"
            ],
            "layout": "IPY_MODEL_746e9789251e488f9b1257b4fbecfeb1"
          }
        },
        "758122178e7d476fa4da76d50900c2e1": {
          "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
          }
        },
        "770ec18e9dc345e9a7841f4bfb8d5910": {
          "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_72821619b61748ce92de1ceed62f2e13",
            "placeholder": "​",
            "style": "IPY_MODEL_c0dad3a5e982498c97f68f1b115d8eae",
            "value": " 4.00k/4.00k [01:43&lt;00:00, 15.8MB/s]"
          }
        },
        "77468e728acc4a228081aaaac45fe31d": {
          "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
          }
        },
        "78131432827f4ce98824ff0013d69e82": {
          "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": ""
          }
        },
        "791752dd6c0b463f8e76e5e5ea798e58": {
          "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_238cd0c351e34517853f598ff74ef3a6",
            "max": 335,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_f03a320f82cd4093ae5c1f5e41b08818",
            "value": 335
          }
        },
        "7994a002cf6c4102bf877adc7428e592": {
          "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_976f68471a4f4ef1ae4a6db752b7ea1b",
              "IPY_MODEL_c3ae2f93ad4c4340b3ec918ad30628fa",
              "IPY_MODEL_e9e6231f8a4543ab92c4849402dfa502",
              "IPY_MODEL_505d5a72bf884701a19d7123239f98f0"
            ],
            "layout": "IPY_MODEL_078a2f5e57d54a85aba4c4e1aee92b90"
          }
        },
        "79e2808c0c844042bde5c7b24c8b94c7": {
          "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_65348afa0fc948f5b72c0ee3e1219d43",
            "max": 788,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_6e872c0f14dc4455870fe1e1fdf9d9ca",
            "value": 788
          }
        },
        "7be8db019bd04f4ea732bb52513da3cf": {
          "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": ""
          }
        },
        "7e46cd1def814b0ca16ffcdbfd2ebbaf": {
          "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_7ece72637d474e07b2401e5c58973cdf",
            "placeholder": "​",
            "style": "IPY_MODEL_3103234ba7c644b8800785d995aae7aa",
            "value": " 9.48k/9.48k [01:44&lt;00:00, 15.8MB/s]"
          }
        },
        "7ece72637d474e07b2401e5c58973cdf": {
          "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
          }
        },
        "804a2fd2901c48ada5723b10bfcd13b1": {
          "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
          }
        },
        "8173b26866f94515af275d35c7554f67": {
          "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": "",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_758122178e7d476fa4da76d50900c2e1",
            "max": 76098,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_a0d87be903c24b29ad596708fde07841",
            "value": 76098
          }
        },
        "82005077d4da44088cd912d56d997228": {
          "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_24afe384abc140909384ce705f68e40e",
            "max": 65,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_07399780dbd342b7a9388c466aade612",
            "value": 65
          }
        },
        "82b261ccc99b4c978042dd8506a6e96a": {
          "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_8913d5fa383347228406f202a34ac638",
            "placeholder": "​",
            "style": "IPY_MODEL_d385f800b3494ec6852fe3f6f18bea8a",
            "value": "Map: 100%"
          }
        },
        "83f8d68a50b3482eb78cbbcea974b5a8": {
          "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
          }
        },
        "858ce3bb7b9e48c5a89d258182872018": {
          "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": ""
          }
        },
        "869146b8837c42e0873d86633e8e8242": {
          "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_920f509dc5ef4b54a1a5422b98621b14",
            "placeholder": "​",
            "style": "IPY_MODEL_017db6caf2dd4f6bb81d74a983e1e21e",
            "value": "Upload file training_args.bin: 100%"
          }
        },
        "86dd60106d7549e49c0d2a8cd0772649": {
          "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": ""
          }
        },
        "87220d06c67c44168728c8457b243b41": {
          "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_2c58a0fdc50c44f3a68e77800126899d",
              "IPY_MODEL_04477c79d073495f981394085b8f1dfd",
              "IPY_MODEL_7321a64e1c194192aae24b7eb4f60afc"
            ],
            "layout": "IPY_MODEL_212144cc89b046b58e654468a8cfd980"
          }
        },
        "87a5bd5471c54e678e6e1421827e8b04": {
          "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": ""
          }
        },
        "8913d5fa383347228406f202a34ac638": {
          "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
          }
        },
        "8a2501442237429aa32eae3837616bb7": {
          "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": ""
          }
        },
        "8b5a0dbbe4a74a1b8f29800b996efa41": {
          "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
          }
        },
        "8c150715e7ca4fe2b79908675879bd34": {
          "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": ""
          }
        },
        "8f7280af64594c7c90e8cf5bfade7005": {
          "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
          }
        },
        "8fd1f0e3599643deabda9e4c1f3fb099": {
          "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
          }
        },
        "9035cb8a68cc40a9b6d276633c8c402a": {
          "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
          }
        },
        "9070db6a4a1749f89c51c562d9624224": {
          "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
          }
        },
        "90d6d308bc4741c397c92c5981f1a6f3": {
          "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": ""
          }
        },
        "91a715bd7b754888be2c22076a2bbc1a": {
          "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
          }
        },
        "91a983dc1b6a414f9ecabacb3b3d7be5": {
          "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
          }
        },
        "91cc002dd3ea40f8920b935874092f82": {
          "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
          }
        },
        "920f509dc5ef4b54a1a5422b98621b14": {
          "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
          }
        },
        "94e12f7770aa4e42a2a90bebec45acfc": {
          "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
          }
        },
        "9598a83712d241abb655de2dccd9e436": {
          "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_c120e2f87fb1460a9478090a7e8994fb",
            "placeholder": "​",
            "style": "IPY_MODEL_858ce3bb7b9e48c5a89d258182872018",
            "value": "Your token has been saved to /root/.cache/huggingface/token"
          }
        },
        "95a260f0b8e840d089ca2cb7b553edb3": {
          "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": ""
          }
        },
        "976f68471a4f4ef1ae4a6db752b7ea1b": {
          "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_4555e25d547e4e12a1e97d171dc944c1",
            "placeholder": "​",
            "style": "IPY_MODEL_0e24a378d35c41d6b1e50ac9f7839527",
            "value": "Token is valid (permission: write)."
          }
        },
        "9822cb00546a4bd48be97a15bfe19ca7": {
          "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
          }
        },
        "9d259c7804714ed8bbbcfbee8b469ea3": {
          "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%"
          }
        },
        "9d5a44bf97ac4c89a4f9a9940745b674": {
          "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
          }
        },
        "9ed0b5a88a184f89b18b4021b3f150b0": {
          "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
          }
        },
        "a0d87be903c24b29ad596708fde07841": {
          "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": ""
          }
        },
        "a1c0e07a3b884fdda527ae30498d2977": {
          "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_91a715bd7b754888be2c22076a2bbc1a",
            "placeholder": "​",
            "style": "IPY_MODEL_f43dd5642cf0472a9056beed786694ee",
            "value": "Downloading (…)lve/main/config.json: 100%"
          }
        },
        "a395130aa3544d21b773569de203260a": {
          "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": ""
          }
        },
        "a5f2cae29482404cad9f39abd1686764": {
          "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_2cd9dfedc04a48dd94d2d46229c03af0",
              "IPY_MODEL_a7cda6fcda7842eda680c9c338e421e0",
              "IPY_MODEL_aabb17d5402f4b5d84b0831c90813702"
            ],
            "layout": "IPY_MODEL_4d56aceb1f794a999328b33c69fe7478"
          }
        },
        "a7cda6fcda7842eda680c9c338e421e0": {
          "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_73ec5ee4e1fa4ef6a7c2cad10004e279",
            "max": 7764340,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_53245567dfd34a4983c8bb6b0abfe1a4",
            "value": 7764340
          }
        },
        "a911c868d1e14d43a15c391e667c154d": {
          "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
          }
        },
        "a9c2ed81b57e450faa162d0ba2f71a79": {
          "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_20708a55a271402f841d43455f7c7b40",
            "placeholder": "​",
            "style": "IPY_MODEL_38dfcf6ec2bd488ab27aa743a8e437b7",
            "value": "Downloading pytorch_model.bin: 100%"
          }
        },
        "aabb17d5402f4b5d84b0831c90813702": {
          "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_cc0be1188fa048ca963aa3ba2a5bfb5f",
            "placeholder": "​",
            "style": "IPY_MODEL_38dc98173d2143d796fef91b1ec25c18",
            "value": " 7.76M/7.76M [00:00&lt;00:00, 34.1MB/s]"
          }
        },
        "ab37454a311949c8a1bbf1baa08cafd2": {
          "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_c6f9ffb513be42c4a021afae00eeb765",
            "max": 2435308,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_bd3cb7cbb18a468c85e6288c8b1a4d53",
            "value": 2435308
          }
        },
        "abd7d6e4148a409b94acf35ca0e06a2e": {
          "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_f6cfc27833f145958871e14b6cd59c30",
            "max": 2435308,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_ba85620fc81945338db4aa92e95ec978",
            "value": 2435308
          }
        },
        "ac6baa685a1649bfaf24c4969bb9d163": {
          "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": ""
          }
        },
        "ad8de562340f4986921d3f1344898da0": {
          "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_9822cb00546a4bd48be97a15bfe19ca7",
            "max": 4091,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_590e75d7e1a44650818dbde00d620052",
            "value": 4091
          }
        },
        "af6de9d47cde4e19aef41cde403c24fc": {
          "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_a1c0e07a3b884fdda527ae30498d2977",
              "IPY_MODEL_79e2808c0c844042bde5c7b24c8b94c7",
              "IPY_MODEL_d7b7a3bdc2544afba7d9eaacd061cb1d"
            ],
            "layout": "IPY_MODEL_0c3bf4332e4046e9b0abaa3b3dfd0f57"
          }
        },
        "b0564bb561a043be8e3e28e606368b94": {
          "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_31b9a52199ca4e8cb95787b9cf716a2a",
            "placeholder": "​",
            "style": "IPY_MODEL_1cb8374406e246da9cb7de0692c00368",
            "value": " 76098/76098 [03:46&lt;00:00, 329.37 examples/s]"
          }
        },
        "b066b5392c8049e797ac4548e2dfceb8": {
          "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_d7df3d59c966495abe3a9ce1a76aee98",
            "max": 1131180017,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_78131432827f4ce98824ff0013d69e82",
            "value": 1131180017
          }
        },
        "b15f968b1db64384abd39a85284df91c": {
          "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": ""
          }
        },
        "b2a2babbc22f44a4b225d5f8c2679cdd": {
          "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_dbd297383c7a4996b8951b749f1927d4",
            "placeholder": "​",
            "style": "IPY_MODEL_fe3674fcc22f401f9a8481df0eef220f",
            "value": "<center> <img\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.svg\nalt='Hugging Face'> <br> Copy a token from <a\nhref=\"https://huggingface.co/settings/tokens\" target=\"_blank\">your Hugging Face\ntokens page</a> and paste it below. <br> Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file. </center>"
          }
        },
        "b3709eb1e3994ee99fe614c07d0d4824": {
          "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
          }
        },
        "b371d41b0772455c928dec9eb4e3ab52": {
          "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
          }
        },
        "b61ce9626f404a2bb4634508ef5c95ee": {
          "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_cb6cffaff96e47d8803f4be747cdbeb9",
            "placeholder": "​",
            "style": "IPY_MODEL_5013f85b21d0408c9019eabbf64a4d0a",
            "value": " 154/154 [00:00&lt;00:00, 332.10 examples/s]"
          }
        },
        "b68667c656484396972a5877bdbbced6": {
          "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": ""
          }
        },
        "b9b6ea8a57144dbf9d83d4188fd5210f": {
          "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_ceca8061e1434f75aae5275c36de2cef",
            "placeholder": "​",
            "style": "IPY_MODEL_419f73cf07044f9cb8c89e08afbaf69a",
            "value": "Connecting..."
          }
        },
        "ba85620fc81945338db4aa92e95ec978": {
          "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": ""
          }
        },
        "baa2b816ba744a879cbbb8478c98a14f": {
          "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
          }
        },
        "bcc45aff877942f895e14325583b2b81": {
          "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": ""
          }
        },
        "bcd62a310a7e4f149c8e9957ae3d5d2e": {
          "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_4279733c3e4d400e8ad907f035437b77",
            "placeholder": "​",
            "style": "IPY_MODEL_5ab420ca43fc4048a58822d6e54fc953",
            "value": "Login successful"
          }
        },
        "bd2c3ee83de84fc3ac483debd52b2af9": {
          "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": ""
          }
        },
        "bd3cb7cbb18a468c85e6288c8b1a4d53": {
          "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": ""
          }
        },
        "bee662e7aef54e149cc62b2e03e6f10d": {
          "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_cc2befd05e3149b687091e8d1a76b379",
            "placeholder": "​",
            "style": "IPY_MODEL_249c2b26e9254aee9b4db4900d895740",
            "value": " 679/679 [00:00&lt;00:00, 60.2kB/s]"
          }
        },
        "c02c68125d354a8d8e388f8b951e5802": {
          "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_0cc5af06d99f437b9e60ed2f118e475c",
            "placeholder": "​",
            "style": "IPY_MODEL_86dd60106d7549e49c0d2a8cd0772649",
            "value": " 1.05G/1.05G [01:43&lt;00:00, 12.6MB/s]"
          }
        },
        "c07738cac64646d9a35d32725d6cbad0": {
          "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": ""
          }
        },
        "c0dad3a5e982498c97f68f1b115d8eae": {
          "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": ""
          }
        },
        "c120e2f87fb1460a9478090a7e8994fb": {
          "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
          }
        },
        "c193744225cd45c8bd10ed4a373ca321": {
          "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_869146b8837c42e0873d86633e8e8242",
              "IPY_MODEL_ad8de562340f4986921d3f1344898da0",
              "IPY_MODEL_770ec18e9dc345e9a7841f4bfb8d5910"
            ],
            "layout": "IPY_MODEL_9d5a44bf97ac4c89a4f9a9940745b674"
          }
        },
        "c3ae2f93ad4c4340b3ec918ad30628fa": {
          "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_e515a2a3506f4e588b20e99b2408e76c",
            "placeholder": "​",
            "style": "IPY_MODEL_e23598205d104822a2a956e3e1497dc0",
            "value": "Your token has been saved in your configured git credential helpers (store)."
          }
        },
        "c3bd48835c18484fbb48d985ccd8be47": {
          "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
          }
        },
        "c5c93b021de84769bf42bb9d666637dd": {
          "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
          }
        },
        "c65c3931db054f3bb2c74ce66d504785": {
          "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": ""
          }
        },
        "c6d9e4e8f21642ccbbac182b8fde6acd": {
          "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
          }
        },
        "c6f9ffb513be42c4a021afae00eeb765": {
          "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
          }
        },
        "c7bc1aa2ca324dd39486df6ea94e8348": {
          "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_ffe1709df5714ae49c3798cc1d731045",
            "placeholder": "​",
            "style": "IPY_MODEL_cf0d2bdc9db940789172d4e36bf18ccc",
            "value": "\n<b>Pro Tip:</b> 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. </center>"
          }
        },
        "c980c9d87e4d4e77befe9c0194e4ce67": {
          "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_eec45ef794d24b159755aa23a5e470eb",
              "IPY_MODEL_2022879921544161ba28f1eebb2524ba",
              "IPY_MODEL_bee662e7aef54e149cc62b2e03e6f10d"
            ],
            "layout": "IPY_MODEL_b3709eb1e3994ee99fe614c07d0d4824"
          }
        },
        "ca0e1b91f860451192e56f41d88fc40e": {
          "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": ""
          }
        },
        "cb6cffaff96e47d8803f4be747cdbeb9": {
          "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
          }
        },
        "cc0be1188fa048ca963aa3ba2a5bfb5f": {
          "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
          }
        },
        "cc2befd05e3149b687091e8d1a76b379": {
          "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
          }
        },
        "cc9abf47217f4769ab8383b967fff156": {
          "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
          }
        },
        "ceca8061e1434f75aae5275c36de2cef": {
          "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
          }
        },
        "cf0d2bdc9db940789172d4e36bf18ccc": {
          "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": ""
          }
        },
        "cf361f92530e4afd8558af606510014e": {
          "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": ""
          }
        },
        "cf7e3eb73a4b4ee58a4bdf7e83d932ac": {
          "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
          }
        },
        "cfa2f6abb8e94186bf2fe92ee763c75f": {
          "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": ""
          }
        },
        "d0057bf761284ff4aa9b1708cad93fb9": {
          "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": ""
          }
        },
        "d026350b3ee845e29ce7360b39a15bf3": {
          "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": ""
          }
        },
        "d34bd793710341d993cf8fa05ab5663b": {
          "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": ""
          }
        },
        "d385f800b3494ec6852fe3f6f18bea8a": {
          "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": ""
          }
        },
        "d57ae823620844a5b9b50edcd8a89a09": {
          "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_3684cff3f2934b819ae9b10f8a7e31e0",
            "placeholder": "​",
            "style": "IPY_MODEL_e2e3892507904535b8d40e1457332ad1",
            "value": "Downloading spiece.model: 100%"
          }
        },
        "d7b7a3bdc2544afba7d9eaacd061cb1d": {
          "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_5b041347cf154356b6a04b1cd12ffd8a",
            "placeholder": "​",
            "style": "IPY_MODEL_d34bd793710341d993cf8fa05ab5663b",
            "value": " 788/788 [00:00&lt;00:00, 29.3kB/s]"
          }
        },
        "d7df3d59c966495abe3a9ce1a76aee98": {
          "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
          }
        },
        "da390a1d0849444f8e9325a88ad4a772": {
          "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_6f4d78b8e9ec4a12bbdce22ca5c5838d",
            "placeholder": "​",
            "style": "IPY_MODEL_ac6baa685a1649bfaf24c4969bb9d163",
            "value": "Map: 100%"
          }
        },
        "dbd297383c7a4996b8951b749f1927d4": {
          "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
          }
        },
        "ddfaf063b8bd4ee7ac6390e7d8d1fdce": {
          "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
          }
        },
        "e08e3849bd504b75ac4253a4fd7c6443": {
          "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": ""
          }
        },
        "e1622a2962094066ab420572530a5b0e": {
          "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": ""
          }
        },
        "e1c47ee7ff9e48f7a5f251418e172c73": {
          "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
          }
        },
        "e21ccdd28a0c4664b32a16ea590f7112": {
          "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": ""
          }
        },
        "e23598205d104822a2a956e3e1497dc0": {
          "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": ""
          }
        },
        "e2e3892507904535b8d40e1457332ad1": {
          "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": ""
          }
        },
        "e399cc80b2694cf7b89fa31433aae967": {
          "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
          }
        },
        "e479b30b40ae48f9916ffed805b168a0": {
          "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": "",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_77468e728acc4a228081aaaac45fe31d",
            "max": 154,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_2eca153b495b4cc18c9a4af4fca896ae",
            "value": 154
          }
        },
        "e513539408654b3c96c4543dae37e15b": {
          "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_c6d9e4e8f21642ccbbac182b8fde6acd",
            "placeholder": "​",
            "style": "IPY_MODEL_49e73d8f8b44446694cc9f03e8faaf4a",
            "value": " 2.32M/2.32M [01:43&lt;00:00, 5.28MB/s]"
          }
        },
        "e515a2a3506f4e588b20e99b2408e76c": {
          "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
          }
        },
        "e66aacb564d042ed81f2ebde34b9c5a1": {
          "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_1dec250b9aaa4a4c9027d7eb2f4d62b8",
            "placeholder": "​",
            "style": "IPY_MODEL_b15f968b1db64384abd39a85284df91c",
            "value": "Downloading (…)neration_config.json: 100%"
          }
        },
        "e7ac578779a34ac8b952124db7bebc63": {
          "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_e399cc80b2694cf7b89fa31433aae967",
            "placeholder": "​",
            "style": "IPY_MODEL_ca0e1b91f860451192e56f41d88fc40e",
            "value": " 335/335 [00:00&lt;00:00, 25.9kB/s]"
          }
        },
        "e7e1442ebb2c4d40bb49c02b461bfcff": {
          "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
          }
        },
        "e7eda403119f4d33bc2fe2c2100dd66f": {
          "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_f71e844040c04dc9bc3dcc3fa17fefcc",
            "placeholder": "​",
            "style": "IPY_MODEL_0dacb2ae7a2c4ff49cd2c665ca33003f",
            "value": "Upload file pytorch_model.bin: 100%"
          }
        },
        "e8e3fc4391a047c0b769800227948017": {
          "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_10f9240433644733b0fca5176867d365",
            "placeholder": "​",
            "style": "IPY_MODEL_fa3d5645d73644ff850931ebfb93f360",
            "value": "Upload file spiece.model: 100%"
          }
        },
        "e9de18f2581342bb96bf217c2fc61cbc": {
          "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
          }
        },
        "e9e6231f8a4543ab92c4849402dfa502": {
          "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_120981cd95984b0996206a0951befec3",
            "placeholder": "​",
            "style": "IPY_MODEL_3f09ff43fc6c410684ce327df76d2fca",
            "value": "Your token has been saved to /root/.cache/huggingface/token"
          }
        },
        "eebbddb5503942b8b1c855d4955f1bbf": {
          "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": ""
          }
        },
        "eec45ef794d24b159755aa23a5e470eb": {
          "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_cc9abf47217f4769ab8383b967fff156",
            "placeholder": "​",
            "style": "IPY_MODEL_12e4e2337c264bfa9ed545e13291d136",
            "value": "Downloading (…)lve/main/config.json: 100%"
          }
        },
        "f03a320f82cd4093ae5c1f5e41b08818": {
          "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": ""
          }
        },
        "f185c00959dd4bf1b993a4d16356c2c7": {
          "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_82b261ccc99b4c978042dd8506a6e96a",
              "IPY_MODEL_e479b30b40ae48f9916ffed805b168a0",
              "IPY_MODEL_b61ce9626f404a2bb4634508ef5c95ee"
            ],
            "layout": "IPY_MODEL_2106bc5ffd014ef8bed702a801ab6b1c"
          }
        },
        "f354e1eac70141f7b7f97aff69069d16": {
          "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_94e12f7770aa4e42a2a90bebec45acfc",
            "placeholder": "​",
            "style": "IPY_MODEL_7be8db019bd04f4ea732bb52513da3cf",
            "value": " 1.13G/1.13G [00:17&lt;00:00, 85.0MB/s]"
          }
        },
        "f43dd5642cf0472a9056beed786694ee": {
          "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": ""
          }
        },
        "f5950275c87345b387cd76cd0ce584e2": {
          "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_91cc002dd3ea40f8920b935874092f82",
            "max": 112,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_212f4a927580483bb855161173a3b179",
            "value": 112
          }
        },
        "f6cfc27833f145958871e14b6cd59c30": {
          "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
          }
        },
        "f71e844040c04dc9bc3dcc3fa17fefcc": {
          "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
          }
        },
        "f7869aa3a9a74bba9bf106f8d273b531": {
          "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_8b5a0dbbe4a74a1b8f29800b996efa41",
            "placeholder": "​",
            "style": "IPY_MODEL_95a260f0b8e840d089ca2cb7b553edb3",
            "value": "Downloading (…)okenizer_config.json: 100%"
          }
        },
        "f8321602cb0a4eeab26f730528c24ac7": {
          "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
          }
        },
        "f8f41881757344dcbd7325fba6040628": {
          "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_2a0ba7939b4742a48991be9e41f73655",
            "max": 285,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_2c1670e31b7e4a94981515220db39c1b",
            "value": 285
          }
        },
        "f97db7e78d224fe3b36b7a03e422baae": {
          "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_4fb663b734e247cfa4f1ff2be7abf4c7",
              "IPY_MODEL_82005077d4da44088cd912d56d997228",
              "IPY_MODEL_fe4912b330334010b5e220f8ae5bfc05"
            ],
            "layout": "IPY_MODEL_54966647a4fa43779d1182914fcfe648"
          }
        },
        "fa3d5645d73644ff850931ebfb93f360": {
          "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": ""
          }
        },
        "fb452ea70747404ebd6917f20cded129": {
          "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": ""
          }
        },
        "fc98a6728d2e44b0ac750b22906e2cf5": {
          "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_f8321602cb0a4eeab26f730528c24ac7",
            "placeholder": "​",
            "style": "IPY_MODEL_d026350b3ee845e29ce7360b39a15bf3",
            "value": "Downloading spiece.model: 100%"
          }
        },
        "fd8de5d9cf7243f98afac3fbe20b7bfa": {
          "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
          }
        },
        "fe3674fcc22f401f9a8481df0eef220f": {
          "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": ""
          }
        },
        "fe4912b330334010b5e220f8ae5bfc05": {
          "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_20b460e484ab49559cda35e9c28132af",
            "placeholder": "​",
            "style": "IPY_MODEL_6d619d6e0c344d6c82d6f0a210d1ecd3",
            "value": " 65.0/65.0 [00:00&lt;00:00, 5.80kB/s]"
          }
        },
        "ffb046127633435ebf3d069d5a74c041": {
          "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
          }
        },
        "ffe1709df5714ae49c3798cc1d731045": {
          "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
          }
        }
      }
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}