ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs

Yang Yang, Qinyu Zhao, Mouxiang Chen +5

Existing scaling strategies for Multimodal Large Language Models (MLLMs) typically expand either model parameters or sequential inference computation, incurring substantial memory…