OmniRefine: Alignment-Aware Cooperative Compression for Efficient Omnimodal Large Language Models

Yuchen Deng, Zidang Cai, Hai-Tao Zheng +3

Omnimodal large language models (Omni-LLMs) show strong capability in audio-video understanding, but their practical deployment remains limited by high inference cost of long video…