# modelscope/ms-swift

<https://repo.masters-masters.com/en/repos/modelscope/ms-swift>

[Home](https://repo.masters-masters.com/en) › [modelscope](https://repo.masters-masters.com/en/owners/modelscope) › [ms-swift](https://repo.masters-masters.com/en/repos/modelscope/ms-swift)

modelscope/ms-swift has 16,012 stars on GitHub. Its RepoMasters card: Stable tier. Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8…

| Field | Value |
| --- | --- |
| Owner | [modelscope](https://repo.masters-masters.com/en/owners/modelscope) |
| Stars | 16,012 |
| Forks | 1,780 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2023 |
| Topics | llm, lora, sft, multimodal, peft, liger, embedding, grpo, megatron, qwen3 |
| Tier | [Stable (5,000 to 19,999 ★)](https://repo.masters-masters.com/en/ranks/cult) |
| View on GitHub | [modelscope/ms-swift](https://github.com/modelscope/ms-swift) |

## Repository

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, ...) (AAAI 2025).

The tier for repos with 5,000 to 19,999 ★. Published odds per card pulled: 0.9%. Rarity: Very rare.

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Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.