Solid early foundation. Docs and CI will help it get noticed.

๐Ÿค— 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.

Documentation

97

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Contributing guide5pt100

Contributing guide is detailed and thorough.

Engineering

68

Linting and formatting5pt0

No linter or formatter config found.

โ†’ Add a linter config such as .eslintrc.json, .prettierrc, ruff.toml, or .golangci.yml to enforce consistent code style.

CI/CD14pt57

CI is configured (.github/workflows/build_documentation.yml).

Tests18pt80

Test files detected (conftest.py).

Reproducibility6pt80

Lockfile present (benchmark/requirements.txt). Installs are reproducible.

Issue and PR templates6pt100

Issue or PR templates present.

Project health

84

Repository metadata5pt60

Repository has a description.

Activity5pt80

Actively maintained (pushed within 3 months).

Dependency manifest6pt100

Dependency manifest found (pyproject.toml).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • โ€”
    Commits (30d / 90d)
  • 0
    Forks
  • 0
    Releases

Community

  • โ€”
    Community health
  • โ€”
    authors own >50% of commits
  • 0
    Watchers

Responsiveness

  • โ€”
    Median issue response
  • โ€”
    Median PR merge time
  • 0
    Open issues
Repository files33 root entries
  • .ai
  • .circleci
  • .github
    Good: CI is configured (.github/workflows/build_documentation.yml).
    Good: Issue or PR templates present.
  • benchmark
    Good: Lockfile present (benchmark/requirements.txt). Installs are reproducible.
  • benchmark_v2
  • docker
    Good: Environment pinned via docker/transformers-all-latest-gpu/Dockerfile.
  • docs
  • examples
  • i18n
  • notebooks
  • scripts
  • src
  • tests
  • utils
  • .git-blame-ignore-revs
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • AGENTS.md
  • awesome-transformers.md
  • CITATION.cff
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • conftest.py
    Good: Test files detected (conftest.py).
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • doctest_list.txt
  • ISSUES.md
  • LICENSE
    Good: Licensed under Apache-2.0.
  • Makefile
  • MIGRATION_GUIDE_V5.md
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • SECURITY.md
    Good: Security policy present.
  • setup.py