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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).

Ownermodelscope
License (as declared)Apache-2.0
Stars15,856
Forks1,749
Main languagePython
Created1 August 2023
Last updated at source15 October 2026
pythondeepseekembeddingglmgrpointernvlkimiligerllamallmloramegatronmoemultimodalpeftqwenqwen3qwen3-omniqwen3-vlrerankersft
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