CAPA: Contribution-Aware Pruning and FFN Approximation for Efficient Large Vision-Language Models

Samyak Jha, Junho Kim

Efficient inference in Large Vision-Language Models is constrained by the high cost of processing thousands of visual tokens, yet it remains unclear which tokens and computations c…