MiniGPT-4 has been upgraded to MiniGPT-v2, showcasing significant performance improvements in multimodal tasks, including a 21.3% higher score on the VSR benchmark compared to MiniGPT-4. The new version introduces task identification symbols, offering enhanced flexibility and efficiency for various visual tasks, and improves its conversational abilities through multimodal instruction training.