nvidia-nemo/automodel
Grade a repo

0

/ 100

GradeA

Polished and well engineered. Punching above its star count.

🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

Documentation96
Engineering90
Health100
Python636Apache-2.0today

Documentation

96

Install and run instructions9pt90

README documents how to install the project.

Contributing guide5pt92

Contributing guide is detailed and thorough.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

90

CI/CD14pt72

CI is configured (.github/workflows/cicd-approve-test-queue.yml).

Reproducibility6pt80

Lockfile present (uv.lock). Installs are reproducible.

Tests18pt100

Test files detected (tests).

Linting and formatting5pt100

Linter or formatter configured (.flake8).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (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

  • -
    Commits (30d / 90d)
  • 192
    Forks
  • 6
    Releaseslatest 2mo ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 636
    Watchers

Responsiveness

  • 42d 21h
    Median issue response
  • 2h
    Median PR merge time
  • 277
    Open issues
Repository files28 root entries
  • .agents
  • .claude
  • .github
    Good: CI is configured (.github/workflows/cicd-approve-test-queue.yml).
    Good: Issue or PR templates present.
  • docker
    Good: Environment pinned via docker/Dockerfile.
  • docs
  • examples
  • nemo_automodel
  • scripts
  • skills
  • tests
    Good: Test files detected (tests).
  • tools
  • tutorials
  • .flake8
    Good: Linter or formatter configured (.flake8).
  • .gitignore
    Good: .gitignore present.
  • .pre-commit-config.yaml
  • .pylintrc
  • .python-version
  • AGENTS.md
  • app.py
  • CLAUDE.md
  • codecov.yml
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    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.
  • LICENSE
    Good: Licensed under Apache-2.0.
  • 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.
  • slurm.sub
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.