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The 50-Year-Old OS Trick Behind vLLM’s GPU Memory Efficiency

中文摘要

vLLM 通过借鉴操作系统中的虚拟内存分页技术(PagedAttention),显著提升了 GPU 显存利用率。

English Summary

vLLM optimizes GPU memory efficiency by implementing PagedAttention, a technique inspired by the classic OS concept of virtual memory paging.

原文节选

If you have ever taken a fundamental Operating Systems course or read Operating Systems: Three Easy Pieces (OSTEP), you know that Virtual… Continue reading on Medium »