ms-swift
✅ Recently maintainedUse 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).
16,012Stars
1,780Forks
+767-day stars
Python · Apache-2.0 · Last push 2026-11-01
Official repository & installation ↗Star history
2025-09-292026-11-02
View historical data
| Date | Stars |
|---|---|
| 2026-10-04 | 15,767 |
| 2026-10-05 | 15,769 |
| 2026-10-06 | 15,770 |
| 2026-10-07 | 15,777 |
| 2026-10-08 | 15,787 |
| 2026-10-09 | 15,793 |
| 2026-10-10 | 15,798 |
| 2026-10-11 | 15,808 |
| 2026-10-12 | 15,823 |
| 2026-10-13 | 15,842 |
| 2026-10-14 | 15,850 |
| 2026-10-15 | 15,854 |
| 2026-10-16 | 15,860 |
| 2026-10-17 | 15,864 |
| 2026-10-18 | 15,872 |
| 2026-10-19 | 15,886 |
| 2026-10-20 | 15,895 |
| 2026-10-21 | 15,904 |
| 2026-10-22 | 15,912 |
| 2026-10-23 | 15,920 |
| 2026-10-24 | 15,926 |
| 2026-10-25 | 15,933 |
| 2026-10-26 | 15,945 |
| 2026-10-27 | 15,971 |
| 2026-10-28 | 15,982 |
| 2026-10-29 | 15,985 |
| 2026-10-30 | 15,999 |
| 2026-10-31 | 16,003 |
| 2026-11-01 | 16,008 |
| 2026-11-02 | 16,012 |
Get the project
git clone https://github.com/modelscope/ms-swift.git
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