What's inside modelscope/
modelscope/ms-swift is a Python repo with 165,674 lines written. ms-swift is built with FastAPI, Ray, AIOHTTP, and uvicorn. AI signed 0.3% of the 3,872 commits of ms-swift.
LinkedInms-swiftPython · Apache-2.0
- lines written
- 165,674
- product files
- 533
- test files
- 249
- GitHub stars
- 16,058
Read on November 7, 2026, at commit 47b437a.See each one with its proof
The card says what it's built with. Its whole map opens it up: every part of the code and how it connects to the rest.
How much of ms-swift did AI write?
Frequently asked questions
What is modelscope/ms-swift?
modelscope/ms-swift is a Python repo with 165,674 lines written. Its description on GitHub: “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).”
The proof: its page on GitHub
What is ms-swift built with?
ms-swift is built with FastAPI, Ray, AIOHTTP, and uvicorn.
The proof: each service with its file and line
How much of ms-swift did AI write?
AI signed 0.3% of the 3,872 commits of ms-swift.
The proof: the commits each tool signed
What license does ms-swift have?
ms-swift is released under the Apache-2.0 license.
The proof: its page on GitHub
How many stars does ms-swift have on GitHub?
ms-swift had 16,058 stars on GitHub on November 7, 2026.
The proof: its page on GitHub
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