mozilla-ai/llamafile
Grade a repo

77

/ 100

GradeC

Popular and well-maintained. A little polish away from elite status.

Top 36% of 5,156 graded repos

Distribute and run LLMs with a single file.

Documentation93
Engineering58
Health100
C++25,284Other1mo ago

Top fixes

Highest-impact changes first, ranked by point weight

14 to address
  1. 1
    Tests18pt

    Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.

  2. 2
    CI/CD14pt

    Add a step like `run: npm test`, `run: pytest`, or `run: tox` to your workflow file.

  3. 3
    CI/CD14pt

    Add a lint step to catch style issues automatically.

  4. 4
    CI/CD14pt

    Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

93

Contributing guide5pt72

Contributing guide is detailed and thorough.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Other.

Engineering

58

Linting and formatting5pt0

No linter or formatter config found.

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

Reproducibility6pt0

No dependency lockfile found (−70 pts).

→ Commit the lockfile for this project's package manager so installs produce the same dependency versions everywhere.

CI/CD14pt57

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

Tests18pt80

Test files detected (tests).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (tests/integration/pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • 13 / 36
    Commits (30d / 90d)
  • 1,465
    Forks
  • 40
    Releaseslatest 2y ago

Community

  • 62% - Fair
    Community health
  • 1 bus factorlow
    author own >50% of commits
  • 25,284
    Watchers

Responsiveness

  • <1h
    Median issue response
  • 9h
    Median PR merge time
  • 212
    Open issues
Repository files33 root entries
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Issue or PR templates present.
  • .llamafile_plugin
  • build
  • diffusionfile
  • docs
  • llama.cpp.patches
  • llamafile
  • localscore
  • models
  • scripts
  • stable-diffusion.cpp.patches
  • tests
    Good: Test files detected (tests).
    Good: Dependency manifest found (tests/integration/pyproject.toml).
  • third_party
  • tools
  • transcribe.cpp.patches
  • transcribefile
  • whisper.cpp.patches
  • whisperfile
  • .gitbook-branch-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.
  • .gitbook.yaml
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.
    Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.
    Issue: Contributing guide lacks a testing section (−8 pts).Fix: Show contributors how to run the test suite (e.g. npm test, pytest, cargo test).
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • cosmocc-override.cmake
  • LICENSE
    Good: Licensed under Other.
  • llama.cpp
  • Makefile
  • README_0.10.0.md
  • README.md
  • RELEASE.md
  • stable-diffusion.cpp
  • transcribe.cpp
  • whisper.cpp
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