LOP: Learning Optimal Pruning for Efficient On-Demand MLLMs Scaling

Zhihan Zhang, Xiang Pan, Hongchen Wei +1

Structural pruning techniques are essential for deploying multimodal large language models (MLLMs) across various hardware platforms, from edge devices to cloud servers. However, c…