mPLUG-Owl3 is a multimodal large language model focused on understanding long image sequences. It can learn knowledge from retrieval systems, engage in alternating image-text dialogues with users, and watch long videos while remembering the details. The model's source code and weights have been released on HuggingFace, suitable for tasks like visual question answering, multimodal benchmark testing, and video benchmarking.