<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>LLM Inference on RiverYu's Home</title><link>https://www.ruyaohui.com/tags/llm-inference/</link><description>Recent content in LLM Inference on RiverYu's Home</description><image><title>RiverYu's Home</title><url>https://www.ruyaohui.com/images/cover.png</url><link>https://www.ruyaohui.com/images/cover.png</link></image><generator>Hugo -- 0.152.2</generator><language>zh-cn</language><copyright>2026 RiverYu&amp;rsquo;s Home · Per aspera ad astra</copyright><lastBuildDate>Tue, 20 Oct 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://www.ruyaohui.com/tags/llm-inference/index.xml" rel="self" type="application/rss+xml"/><item><title>从一次 AI 请求到整台计算机：数学、408 与推理系统的第一性原理</title><link>https://www.ruyaohui.com/posts/from-ai-request-to-computer-systems/</link><pubDate>Tue, 20 Oct 2026 00:00:00 +0000</pubDate><guid>https://www.ruyaohui.com/posts/from-ai-request-to-computer-systems/</guid><description>追踪一次 AI 请求：从 UTF-8、线性代数、INT4、数据结构与计算图，到 Roofline、虚拟内存、KV 前缀缓存、SSE/TCP 和端到端性能。包含考研 408、可复核推导与跨层排障。</description></item></channel></rss>