LongLLaVA is a multimodal large language model that extends efficiently to 1,000 images through a hybrid architecture, aimed at enhancing image processing and understanding capabilities. The model achieves effective learning and inference on large-scale image data through innovative architecture design, making it significant for fields like image recognition, classification, and analysis.