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cml

The premium Open Source alternative to Weights & Biases

🎯 Best for:Data science teams wanting to use standard software engineering workflows for ML.
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Apache-2.0License

What is cml?

A self-hosted alternative to Weights & Biases for experiment tracking and model reporting. It automates the generation of visual reports and data metrics directly within GitHub or GitLab pull requests.

Tech Stack
JavaScriptAI, ML & Data

Why cml?

  • • Git-native workflow
  • • Auto-provisioning of GPU instances
  • • No external dashboard required

Limitations

  • • Requires DVC for full power
  • • Limited to CI environments
  • • Setup overhead for cloud runners
3/1/2026
Last Update
344
Forks
86
Issues
Apache-2.0
License
Financial Leak Detected

Stop the "SaaS Tax"

Your team could be burning cash. Switching to cml instantly boosts your runway.

Competitor Cost
-$1,440
/ year (est. based on Weights & Biases)
Self-Hosted
$0
/ year
Team Size10 Users
150+
Launch Detailed Calculator
SAVE 100%

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