---
title: 'Level 18: Explore HPUs'
description: Explore Intel Habana Processing Unit (HPU) for model scaling.
canonical: 'https://lightning.ai/docs/pytorch/stable/level-up/advanced/advanced_level_19'
---
# Level 18: Explore HPUs {#level-18-explore-hpus}

Explore Intel Habana Processing Unit (HPU) for model scaling.

- [Train models on HPUs](/docs/pytorch/2.5.5/integrations/hpu/basic.md) — Learn the basics of single and multi-HPU core training.

- [Optimize models training on HPUs](/docs/pytorch/2.5.5/integrations/hpu/intermediate.md) — Enable state-of-the-art scaling with advanced mixed-precision settings.

---

**Navigation**

- Parent: [Advanced skills](/docs/pytorch/2.5.5/level-up/advanced.md)