LLaVA-UHD v4: What Makes Efficient Visual Encoding in MLLMs?

Kechen Fang, Yihua Qin, Chongyi Wang +3

Visual encoding constitutes a major computational bottleneck in Multimodal Large Language Models (MLLMs), especially for high-resolution image inputs. The prevailing practice typic…