Meanwhile, we also propose a novel routing algorithm in MMA, which can help the model automatically shifts the reasoning paths for single- and multi-modal instructions. USTC Woodpecker - - the first work to correct hallucination in multimodal large language models. hpcaitech Open-Sora - - open ...