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DVC vs ZenML

DVC: Git-style version control for datasets and ML models ZenML: Open source framework for portable ML and AI pipelines

Comparison of DVC, ZenML
DVC
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ZenML
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CategoryMLOpsMLOps
PricingOpen sourceOpen source
Best for
  • Data scientists
  • ML engineers
  • Data teams
  • ML engineers
  • Data teams
  • Platform teams
Highlights
  • Version large data files alongside Git code
  • Track experiments and compare results
  • VS Code extension for DVC
  • Write ML pipelines in Python that move between environments
  • Import agent traces from Langfuse, LangSmith and Braintrust
  • Read agent code from GitHub to find evaluation gaps
GitHub stars16k5.6k
Last update2 days ago2 days ago

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