INTERLACE: Interleaved Layer Pruning and Efficient Adaptation in Large Vision-Language Models

Parsa Madinei, Ryan Solgi, Ziqi Wen +3

We introduce INTERLACE, a novel framework that prunes redundant layers in VLMs while maintaining performance through sample-efficient finetuning. Existing layer pruning methods lea…