Microsoft Research’s NUWA is a suite of multimodal pretrained models for visual synthesis tasks including image generation, video generation, image inpainting, and 3D photography. The repository implements transformer-based and diffusion-based approaches (NUWA-Infinity, NUWA-LIP, NUWA-XL) for generating high-resolution images and long-duration videos from text guidance and other modalities.