MWOP: Modality-aware Width-wise Operation Pruning for Efficient MLLMs.

arXiv:2610.01434v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) incur substantial inference costs when processing long visual-textual sequences. While existing operation compression methods exploit modality-level redundancy, they lar