XIANGHUA PIAO

DTP: Delta-Guided Two Stage Pruning for Mamba-based Multimodal Large Language Models

Multimodal large language models built on the Mamba architecture offer efficiency advantages, yet remain hampered by redundant visual tokens that inflate inference cost, with the prefill stage accounting for the majority of total inference time. We introduce Delta-guided Two stage Pruning (DTP), a m…