<?xml version="1.0" encoding="UTF-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:news="http://www.google.com/schemas/sitemap-news/0.9"><url><loc>https://www.popularai.org/p/ram-speed-local-llms</loc><news:news><news:publication><news:name>Popular AI | Independent local AI &amp; hardware analysis</news:name><news:language>en</news:language></news:publication><news:publication_date>2026-09-08T19:04:16+00:00</news:publication_date><news:title>Does faster RAM make local LLMs faster? DDR5 speed vs capacity when models spill out of VRAM</news:title></news:news></url></urlset>