FramePack is an innovative video generation model designed to improve the quality and efficiency of video generation by compressing the context of input frames. Its main advantage lies in addressing the drift problem in video generation, maintaining video quality through a bidirectional sampling method, and being suitable for users who need to generate long videos. This technology is based on in-depth research and experiments on existing models to improve the stability and coherence of video generation.