---
title: 'Level 11: Deploy your models'
description: In this level you'll learn a few options for deploying models into production.
canonical: >-
  https://lightning.ai/docs/pytorch/stable/level-up/intermediate/intermediate_level_12
---
# Level 11: Deploy your models {#level-11-deploy-your-models}

In this level you'll learn a few options for deploying models into production.

- [Deploy with ONNX](/docs/pytorch/2.6.6/reference/deploy/production_advanced.md) — Optimize models for enterprise-scale production environments with ONNX.

- [Deploy with torchscript](/docs/pytorch/2.6.6/reference/deploy/production_advanced_2.md) — Optimize models for enterprise-scale production environments with torchscript.

- [Compress models for fast inference](/docs/pytorch/2.6.6/reference/advanced/pruning_quantization.md) — Compress model size for deployment with Quantization and Pruning.

---

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