modelscope/ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4
- Stars
- 16k
- Forks
- 1.7k
- Open issues
- 459
- Last push
- today
About ms-swift
ms-swift is a free, open-source machine learning tool by modelscope, written mainly in Python. Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4. It has 16k GitHub stars and 1.7k forks, and was last updated today. It's released under the Apache-2.0 license, a standard open-source license.
- License
- Apache-2.0
- Language
- Python
- Stars
- 15,909
- Last update
- today
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not required
- Self-hostable
- Not stated
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ms-swift FAQ
Is ms-swift free?
Yes. ms-swift is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.
Does ms-swift run on a Mac?
Its README doesn't say. Check the installation guide on GitHub before you start.
Does ms-swift need a GPU?
Its README doesn't state hardware needs. AI models generally run much faster with a GPU.
Is ms-swift still maintained?
Yes. It was last updated today and has 459 open issues on GitHub.
What are alternatives to ms-swift?
Similar free, open-source tools include peft, TinyEngram, verl-omni, Jackrong-llm-finetuning-guide.