most citedInf-MLLM: Efficient Streaming Inference of Multimodal Large Language Models on a Single GPU

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cs.CV2025

LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval

Zhenyu Ning, Guangda Liu, Qihao Jin +4

Recent developments in Video Large Language Models (Video LLMs) have enabled models to process hour-long videos and exhibit exceptional performance. Nonetheless, the Key-Value (KV)…