Prune Once: Retraining-Free Task-Agnostic Pruning for Vision-Language Models

Minseok Kang, Hyunwoo Kim, Chanyoung Kim +3

Vision-language models (VLMs) have achieved remarkable generalization across diverse multimodal tasks through large-scale pre-training, yet their rapidly increasing computational a…