Byte's large model BuboGPT supports fine-grained multimodal joint understanding of text, images, and audio. By introducing a visual localization method, BuboGPT can accurately locate objects in images. Researchers have utilized a multimodal instruction tuning training scheme, achieving good results on multimodal tasks.