LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMs

Jihwan Kim, Nikhil Parthasarathy, Danfeng Qin +5

The fundamental challenge in scaling Video Large Language Models (Video LLMs) to long-form video lies in managing the explosion of visual-token context length. Existing strategies…