Good community traction and solid fundamentals. Nearly in the top tier.
Fully Open Framework for Democratized Multimodal Training
Documentation
93
CONTRIBUTING guide found.
README documents how to install the project.
README is present.
Licensed under Apache-2.0.
Engineering
68
No issue or PR templates found (−100 pts).
→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.
CI is configured (.github/workflows/update-community-json.yml).
Lockfile present (requirements.txt). Installs are reproducible.
Test files detected (aiak_megatron/megatron/legacy/fused_kernels/tests).
Linter or formatter configured (aiak_megatron/.flake8).
Project health
86
Dependency manifest found (pyproject.toml).
Repository has a description.
Actively maintained (pushed within the last month).
.gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- —Commits (30d / 90d)
- 75Forks
- 1Releaseslatest 6mo ago
Community
- —Community health
- —authors own >50% of commits
- 1,098Watchers
Responsiveness
- 2hMedian issue response
- <1hMedian PR merge time
- 60Open issues
Repository files21 root entries
- .githubGood: CI is configured (.github/workflows/update-community-json.yml).
- .opencode
- aiak_megatronGood: CONTRIBUTING guide found.Issue: CONTRIBUTING guide contents could not be read (−28 pts vs a readable file).Fix: Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.Good: Test files detected (aiak_megatron/megatron/legacy/fused_kernels/tests).Good: Linter or formatter configured (aiak_megatron/.flake8).Good: Environment pinned via aiak_megatron/examples/mamba/Dockerfile.
- aiak_training_llm
- asset
- configs
- docs
- examples
- offline_packing
- tests
- tools
- transformers_impl
- .gitignoreGood: .gitignore present.
- .python-version
- dockerfile
- LICENSEGood: Licensed under Apache-2.0.
- pyproject.tomlGood: Dependency manifest found (pyproject.toml).
- README.mdGood: 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.
- requirements.txtGood: Lockfile present (requirements.txt). Installs are reproducible.
- setup.cfg
- setup.py