> For AI agents: the complete documentation index is available at /llms.txt, the full documentation bundle is available at /llms-full.txt.

# Kubeflow

> **Themelio compatibility reference.** This page describes the retained Themelio implementation or its historical design. Check the [parallel-operation guide](/compatibility/index.md) before applying it to the current platform.

Kubeflow is a Kubernetes-native ML toolkit integrated into Themelio. It provides interactive JupyterLab notebook spawning with configurable hardware profiles, Katib for automated hyperparameter tuning, and model orchestration capabilities. Users can select predefined Kubeflow images or define custom images for their notebooks.

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