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Kubeflow vs ZenML

Kubeflow: Open source toolkit for running ML workloads on Kubernetes ZenML: Open source framework for portable ML and AI pipelines

Comparison of Kubeflow, ZenML
Kubeflow
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ZenML
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CategoryMLOpsMLOps
PricingOpen sourceOpen source
Best for
  • Platform engineers
  • ML engineers
  • Data teams
  • ML engineers
  • Data teams
  • Platform teams
Highlights
  • Interactive notebooks on Kubernetes
  • Distributed training across frameworks such as PyTorch and JAX
  • Automated tuning of model hyperparameters
  • 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 update1 month ago2 days ago

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