mit-han-lab/streaming-llm

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Efficient Streaming Language Models with Attention Sinks [paper] streamingllm_demo.mp4 TL;DR We deploy LLMs for infinite-length inputs without sacrificing efficiency and performance. Abstract Deploying Large Language Models (LLMs) in streaming applications such as multi-round dialogue, where long interactions are expected, is urgently needed but poses two major challenges. Firstly, during the decoding stage, caching previous tokens' Key and Value states (KV) consumes...