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

   Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, GLM4.5, InternLM3, DeepSeek-R1, ...) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Ovis2, InternVL3, Lla…

   Python 9k 784

2. modelscope/modelscope modelscope/modelscope Public

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

   Python 8.2k 844

3. huggingface/transformers huggingface/transformers Public

   🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

   Python 148k 29.9k

4. modelscope/ms-agent modelscope/ms-agent Public

   MS-Agent: Lightweight Framework for Empowering Agents with Autonomous Exploration

   Python 3.3k 381

5. QwenLM/Qwen3 QwenLM/Qwen3 Public

   Qwen3 is the large language model series developed by Qwen team, Alibaba Cloud.

   Python 23.6k 1.6k

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 9k 1.2k