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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).

Repository stars
16,057All-time #3,000
Fork
1,787
Last push
updated today
Repository created
since 2023
Apps & systemsAI appsPythonApache-2.0 · Permissive
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Summarised by AI from the README; the original prevails

Author description: 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).

Basic listing based on official public information; functionality has not been independently evaluated.

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Pricing
Pricing not verifiedCheck current official software, hosting, model and infrastructure pricing.
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Star trend

Includes values estimated from GitHub history
15,77215,89916,02510-0710-1210-1710-2210-2711-0111-05
Raw observations · 2
Historical observations
Measured atRepository starsSource
2026-11-06 10:51 UTC16,057Source
2026-11-03 08:27 UTC16,025Source

First collected 2026-11-03Measured at 2026-11-06 10:51 UTCSourceLicense source

Compiled from public project information; not independently tested. · Repository stars, not unique users or individual-skill installs · License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited.