Pyramid Flow miniFLUX is an autoregressive video generation method based on flow matching, focusing on training efficiency and the usage of open-source datasets. The model can generate high-quality 10-second videos at 768p resolution and 24 frames per second, naturally supporting image-to-video generation. It is a valuable tool in the fields of video content creation and research, especially in scenarios that require coherent dynamic images.