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AI Radio FM - 动态内存压缩技术

11 Mar 2025

Description

本期播客深入探讨了动态内存压缩(DMC)技术,这是一种在推理时在线压缩键值(KV)缓存的方法,旨在提高大型语言模型(LLM)的效率。通过在预训练的LLM(如Llama 2)上应用DMC,可以在不增加额外参数的情况下显著提高推理吞吐量,同时保持原始模型的下游性能。

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