huggingface/transformers
application Python 158.7k stars
A
90
/ 100
Last analyzed: April 3, 2026
Dimension Scores
Individual health dimension scores for this repository
Security 80
Testing 94
Documentation 85
Architecture 100
DevOps 100
Maintenance 83
Detailed Findings
Security 80/100
✓ Security policy (SECURITY.md) Security policy found with contact info and disclosure process (2015 chars)
✓ Pinned dependencies (Actions SHA) 5/6 action refs pinned to SHA (83%)
✓ Token permissions At least one workflow uses explicit restrictive permissions
✗ Dependency update automation No Dependabot or Renovate config found
✗ Code ownership No code ownership file — add CODEOWNERS or OWNERS for review enforcement
✓ No committed .env files No .env files committed
✓ .gitignore present .gitignore found
✓ CI workflows (branch protection proxy) GitHub Actions found (likely branch protection in place)
Testing 94/100
✓ CI workflows GitHub Actions detected
✓ Test files 2010 test-related file(s) found
✓ Coverage configuration Coverage/test runner config found
✓ Test runner configured Test runner configuration detected
✗ Pre-commit hooks No pre-commit hooks found
Documentation 85/100
✓ README quality README.md is 17817 chars
✓ LICENSE file License: Apache-2.0
✓ CONTRIBUTING guide Contributing guide found
✗ CHANGELOG No CHANGELOG — users can't see what changed between versions
✓ Documentation directory or API docs Documentation directory or API docs found
✓ Repository description Description: "🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. "
Architecture 100/100
✓ Type checking (mypy / pyright) pyproject.toml found (may contain [tool.mypy])
✓ Linter (ruff / flake8 / pylint) Linter config found
✓ Code formatter (black / ruff / yapf) Formatter config found
✓ Package structure (src/ or package layout) Python package structure found
✓ Build configuration (pyproject.toml / setup.py) Build config found
DevOps 100/100
✓ CI/CD pipeline GitHub Actions, CircleCI
✓ Container support (Docker) Docker config found (Dockerfile)
✓ Release automation Release automation configured
✓ Issue/PR templates Issue/PR templates found
✓ Deployment/Infrastructure config Deployment or build config found
Maintenance 83/100
✓ Last commit recency Last commit 0 day(s) ago — actively maintained
✗ Open issue freshness Median open issue age: 1940 day(s) — stale issues accumulating (oldest sampled: 2056 days)
✓ Recent releases Latest release 0 day(s) ago (5 recent releases)
✓ Bus factor Bus factor 5 — healthy contributor distribution (thomwolf, ydshieh, sgugger, LysandreJik, patrickvonplaten)
✓ Community adoption (stars) 158,710 stars — strong community adoption
✗ Maintainer funding No FUNDING.yml found (not penalized)