Google Research has released VideoPoet, aiming to tackle challenges in the field of video generation. It supports text-to-video, image-to-video, video stylization, restoration, and audio generation from video. Unlike traditional models, VideoPoet integrates multiple functionalities into a single language model, providing a higher level of integration. Trained with multiple tokenizers, it is capable of generating animations, stylized videos, and audio.