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, ...) (AAAI 2025).

15.9k
Stars
1.8k
Forks
74.5
Radar Score
Rising
Momentum

Scoring Breakdown

Impact92.5
Velocity62.0
Health63.4

Growth Metrics

7-Day Stars
+65
30-Day Stars
+200
Acceleration
1.30x
Language
Python

Why it ranks

Strong momentum — adoption is accelerating week over week.

LLM FrameworksTop 54% globallyLast push 1d ago+65 stars / 7d+200 stars / 30d
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