Get Started with Fairscale

Distributed training framework for PyTorch with ZeRO protocol support.

Getting Started

The Fairscale team maintains comprehensive docs that cover installation, configuration, and common patterns.

Fairscale offers a free tier — sign up to get started without any payment.

Our full tool profile covers Fairscale's strengths, weaknesses, pricing, and how it compares to alternatives.

Teams working with large datasets and complex deep learning models who need efficient distributed training

Developers looking to optimize memory usage during model training without sacrificing performance