What This Design Does:

Helm chart for deploying Kubeflow Katib (AutoML for Kubernetes). Installs Katib control plane (experiment CRDs, controller, metrics collector, etc.) and related services for hyperparameter tuning and NAS.

Design Snapshot

Caveats and Consideration:

• CRDs: Chart manages Katib CRDs; ensure cluster-wide install is acceptable. • Webhooks/Certs: If admission webhooks enabled, ensure cert-manager or proper certs. • Storage/Observability: Configure persistence/metrics as needed for experiments. • RBAC/Namespaces: Choose namespace and scope per your policy.

Compatibility:

Design Details

• CATEGORY

  deployment

• CREATED BY

  Kavya Katal

• CREATED AT

  October 07, 2025

• VERSION

  0.0.3

• MODELS

  Kubernetes

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