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ClearML vs Kubeflow

ClearML: Open source suite for managing AI infrastructure and workflows Kubeflow: Open source toolkit for running ML workloads on Kubernetes

Comparison of ClearML, Kubeflow
ClearML
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Kubeflow
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CategoryMLOpsMLOps
PricingOpen sourceOpen source
Best for
  • ML platform teams
  • IT teams
  • AI developers
  • Platform engineers
  • ML engineers
  • Data teams
Highlights
  • Manage GPU clusters on premises, in the cloud or both
  • Share compute across teams with access controls
  • Development environments reachable from anywhere
  • Interactive notebooks on Kubernetes
  • Distributed training across frameworks such as PyTorch and JAX
  • Automated tuning of model hyperparameters
GitHub stars6.9k16k
Last update5 days ago1 month ago

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