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finetuning
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Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
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Dec 23, 2024 - Jupyter Notebook
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/
ai chatbot llama gpt generative fine-tuning finetuning llm generative-ai chatgpt llm-training llama2
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Nov 1, 2024 - Python
Efficient Triton Kernels for LLM Training
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Dec 23, 2024 - Python
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
python data-science machine-learning natural-language-processing deep-learning random-forest scikit-learn jupyter-notebook tabular-data regression tuning hyperparameter-optimization classification natural-language-generation automl automated-machine-learning finetuning timeseries-forecasting hyperparam
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Dec 18, 2024 - Jupyter Notebook
Interact with your SQL database, Natural Language to SQL using LLMs
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Jul 24, 2024 - Python
A PyTorch Library for Meta-learning Research
pytorch maml meta-learning few-shot finetuning meta-rl metalearning learning2learn learn2learn meta-descent meta-optimization
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Jun 7, 2024 - Python
Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
adapter deep-learning llama lora quantization language-model alpaca mistral fine-tuning peft finetuning mixed-precision gpt-2 gpt-j llm generative-ai gen-ai
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Sep 23, 2024 - Python
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
nlp awesome ai deep-learning test survey hacktoberfest finetuning text-to-sql nl2sql text2sql datset llm hacktoberfest2024 text2dsl nl-to-sql text2api
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Oct 28, 2024
🎯 Task-oriented embedding tuning for BERT, CLIP, etc.
metric-learning transfer-learning pretrained-models bert triplet-loss siamese-network fine-tuning finetuning few-shot-learning negative-sampling similarity-learning neural-search jina openai-clip
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Mar 11, 2024 - Python
Easiest and laziest way for building multi-agent LLMs applications.
data framework deep-learning documentation-tool agents finetuning rag knowlege-graph ai-agent llm llms langchain llamaindex lazyllm
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Dec 24, 2024 - Python
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b
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Oct 25, 2024 - Python
Mastering Applied AI, One Concept at a Time
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Dec 2, 2024 - Jupyter Notebook
Webui for using XTTS and for finetuning it
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Oct 17, 2024 - Python
优质稳定的OpenAI的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持openai的API接口，支持：gpt-4，gpt-3.5。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增
proxy prompt openai china gpt embedding finetune finetuning openai-api gpt4 chatgpt gpt-35-turbo openai-proxy
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Nov 6, 2024 - PHP
Finetuning large language models for GDScript generation.
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May 26, 2023 - Python
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
awesome molecule survey computational-chemistry drug-discovery transfer-learning gnns finetuning self-supervised-learning graph-representation-learning molecular-representation-learning drug-discovery-and-development chemical-language-models
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Jun 17, 2023
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
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Jun 14, 2023 - Python
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
docker kubernetes ai inference nvidia openai llama gpt gemma mistral fine-tuning finetuning buildkit large-language-models llm chatgpt open-llm open-source-llm localllama mixtral
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Dec 23, 2024 - Go
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