modelscope/ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.5, DeepSeek-R1, GLM-5, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Llava, Phi4, ...) (AAAI 2025).
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What the project appears to promise before you open the repository.
Reading the README and extracting the first-pass summary now.
Loading release information and changelog summary.
We are still computing the adoption score, momentum explanation, and next-step recommendations for this repository.
Maintenance rhythm over the last 12 weeks
Loading commit activity and maintenance signals.
2 adoption blockers should be checked before you treat this repo as a safe default.
Adoption risk analysis will appear after the activity, release, and README signals finish loading.
Use this list to move from curiosity to an actual go or no-go decision.
Building the evaluation checklist from the loaded repo signals.