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深入探讨Bitnet.cpp:边缘设备上的高效三元大语言模型推理

26 Mar 2025

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本期节目深入探讨Bitnet.cpp,一个为BitNet b1.58等三元大语言模型在边缘设备上进行高效推理而优化的系统。我们将详细解析其创新的混合精度矩阵乘法(mpGEMM)库、TL(三元查找表)和I2_S(带缩放的Int2)内核,如何实现显著的速度提升和无损推理。

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