# Efficient diffusion model

Open-Sora is an open-source, efficient text-to-video generation model designed to lower the barrier to high-quality video generation technology.

DC-AE is a novel autoencoder architecture designed to accelerate high-resolution diffusion models. It maintains reconstruction quality at high spatial compression ratios through residual autoencoding and decoupled high-resolution adaptation techniques.