Latte implements a latent diffusion transformer architecture for high-quality video synthesis. The repository provides PyTorch model definitions, pre-trained checkpoints on HuggingFace, and complete training and sampling pipelines. It supports text-to-video and image-to-video generation tasks, serving as the official implementation of the corresponding research paper.