---
title: 'Level 10: Explore SOTA scaling techniques'
description: >-
  In this level you'll explore SOTA techniques to help convergence, stability
  and scalability.
canonical: >-
  https://lightning.ai/docs/pytorch/stable/level-up/intermediate/intermediate_level_11
---
# Level 10: Explore SOTA scaling techniques {#level-10-explore-sota-scaling-techniques}

In this level you'll explore SOTA techniques to help convergence, stability and scalability.

- [1: Half precision training](/docs/pytorch/2.6.6/reference/common/precision_basic.md) — Enable your models to train faster and save memory with different floating-point precision settings.

- [2: SOTA scaling techniques](/docs/pytorch/2.6.6/reference/advanced/training_tricks.md) — Enable techniques to help scaling and convergence.

---

**Navigation**

- Parent: [Intermediate skills](/docs/pytorch/2.6.6/level-up/intermediate.md)