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).
Why this job: topics: lora, peft
What it does
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Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 3 days ago
- Stars
- 16,064
- +45 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v4.6.0
- Released 27 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 33
- Last 90 days
- Issues
- 92% closed
- 438 still open
- Pull requests
- 3,793 merged
- 163 waiting
- Releases
- 107
- 30+ in the last year
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More: languages, topics and project record
Languages
- Python 100%
- Shell <1%
- Makefile <1%
Topics
- llm
- lora
- sft
- multimodal
- peft
- liger
- embedding
- grpo
- megatron
- qwen3
- reranker
- moe
Project record
- JobFine-tuning
- StatusFeatured
- Commits3,885
- Forks1,791
- Watching55
- Stars in 28 days+250
- CreatedAug 1, 2023
- First seen by usNov 7, 2026
- CheckedNov 9, 2026