xFormers is a toolbox from Facebook Research that provides composable, reusable building blocks for constructing transformer architectures. It focuses on efficiency with custom CUDA kernels and aims to provide bleeding-edge components not yet available in mainstream libraries. The library is domain-agnostic, supporting vision, NLP, and other transformer-based research applications.