VPRune: Efficient Training-free Pre-LLM Visual Token Pruning

Guangchuan Lv, Dianxing Shi, Dingjie Fu

Visual token pruning is a promising approach to reducing the inference cost of large vision-language models (LVLMs), yet aggressive token reduction often causes substantial perform…