FastVideo provides tools for optimizing video generation models, combining post-training methods like distillation and sparse attention with real-time inference capabilities. The framework offers pre-trained accelerated models including FastWan and CausalWan2.2, and is built on the Diffusers library to enable efficient video generation workflows.