---
id: kubeflow
title: Kubeflow
hoverText: A Kubernetes-native ML toolkit used for notebook spawning, hyperparameter tuning, and model orchestration.
---

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.