GRIP-VLM: Group-Relative Importance Pruning for Efficient Vision-Language Models

Mingzhe Huang, Weijun Wang, Xin Ding +7

In Vision-Language Models (VLMs), processing a massive number of visual tokens incurs prohibitive computational overhead. While recent training-aware pruning methods attempt to sel…