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1. modelscope/ms-swift modelscope/ms-swift Public

   Use PEFT or Full-parameter to finetune 400+ LLMs or 100+ MLLMs. (LLM: Qwen2.5, Llama3.2, GLM4, Internlm2.5, Yi1.5, Mistral, Baichuan2, DeepSeek, Gemma2, ...; MLLM: Qwen2-VL, Qwen2-Audio, Llama3.2-V…

   Python 4.2k 370

2. modelscope/modelscope modelscope/modelscope Public

   ModelScope: bring the notion of Model-as-a-Service to life.

   Python 7k 718

3. ustcml/mini-lightning ustcml/mini-lightning Public

   The mini version of PyTorch Lightning

   Python 20

4. huggingface/transformers huggingface/transformers Public

   🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

   Python 135k 27k

5. modelscope/modelscope-agent modelscope/modelscope-agent Public

   ModelScope-Agent: An agent framework connecting models in ModelScope with the world

   Python 2.7k 310

6. huggingface/accelerate huggingface/accelerate Public

   🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

   Python 7.9k 967