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).
15.9k stars · 1.7k forks · Python
Healthy
Healthy: actively maintained by 90 people, no known risks.
Why
No rule fired.
What would change this
- Partly checked: maintenance (Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.)
- A dormant maintenance status, a deprecated or archived package, a successor link, or a critical advisory would change this.
Maintenance
PartialActive
- Human commits, 30 days
- 127
- Human commits, 90 days
- 335
- Human commits, 365 days
- 1.3k
- Bot share of commits, 365 days
- 0%
- Last commit
- Oct 14, 2026 (1 day ago)
- Last human commit
- Oct 14, 2026 (1 day ago)
- Authors, 90 days
- 90
- Last release
- Oct 13, 2026 (1 day ago)
- Median PR merge time
- 14 hours
Responsiveness: of 30 recent issues, 77% got a maintainer reply. Median first response: 15 hours.
- Commit counts are estimated: the commit sample stops before the window start, so GitHub's totals were scaled by the sampled bot share.
Sources: Commits, Releases, Merged pull requests, Issues
People
Complete- Owner
- Organization
- Commits sampled
- 500 since Oct 14, 2025
- Authors for half of commits
- 5
- Authors for 80% of commits
- 22
- Contributors
- 235
Top committers
- Jintao-Huang: 18% of commits
- hjh0119: 14% of commits
- taking-lying-flat: 11% of commits
- tastelikefeet: 7% of commits
- z0o0ey: 5% of commits
The top committer changed during this period.
- Shares come from the newest sampled commits, since the commit sample is capped.
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence high
- 2 stars GitHub has since removed (tracked since Oct 14, 2026).
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- Apache-2.0 (OSI-approved)
- A year ago
- Apache-2.0 (OSI-approved)
Packages
- ms_swift (PYPI): latest 4.6.0, published Oct 13, 2026
Advisories for the latest version: none listed
Package and advisory data: deps.dev and OSV.
Sources: GitHub: modelscope/ms-swift, deps.dev: PyPI ms_swift
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/modelscope/ms-swift)Earlier verdicts
- Oct 14, 2026: Healthy
- Oct 14, 2026: Healthy