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LLM推理优化:连续批处理实现23倍吞吐量提升

04 Jan 2025

Description

本期播客深入探讨了大型语言模型(LLM)推理中的连续批处理技术,揭示了其如何显著提高吞吐量并降低延迟。我们将讨论传统批处理的局限性,并详细介绍连续批处理的原理及其在实际应用中的优势,尤其是在使用vLLM时的卓越性能表现。

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