<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[VLLM with mixed quantization]]></title><description><![CDATA[<p dir="auto">Findings from <a href="https://huggingface.co/Minachist" rel="nofollow ugc">Minachist</a>'s huggingface profile.</p>
<p dir="auto">Before anything, there's a really good blog post detailing the internals in Minachist's blog, <a href="https://minamism.com/posts/vllm-int5-7-quantization/" rel="nofollow ugc">found here</a>.</p>
<p dir="auto">Turns out these quantizations are the best I've found (compared to their size, for vLLM) by a HUGE margin, (photos from the blog linked above):</p>
<p dir="auto"><img src="/assets/uploads/files/1790612969503-e56400c4-1754-4b98-98ff-e47d56a1e083-image-resized.jpeg" alt="image.jpeg" class="img-markdown  img-fluid" width="3719" height="1882" /></p>
<p dir="auto"><img src="/assets/uploads/files/1790612980185-27212af8-bece-46c5-b383-f6a108595a5b-image-resized.jpeg" alt="image.jpeg" class="img-markdown  img-fluid" width="3708" height="1882" /></p>
<p dir="auto">Sources (and good quantizations/resources):<br />
<a href="https://minamism.com/posts/vllm-int5-7-quantization/" rel="nofollow ugc">https://minamism.com/posts/vllm-int5-7-quantization/</a><br />
<a href="https://huggingface.co/Minachist/Qwen3.8-27B-INT6-Mixed-AutoRound" rel="nofollow ugc">https://huggingface.co/Minachist/Qwen3.8-27B-INT6-Mixed-AutoRound</a><br />
<a href="https://huggingface.co/Minachist/Qwen3.8-Flash-Next-INT4-Mixed-AutoRound" rel="nofollow ugc">https://huggingface.co/Minachist/Qwen3.8-Flash-Next-INT4-Mixed-AutoRound</a></p>
<div class="airigs-disclosure airigs-disclosure--no" data-ai-disclosure="no"><i class="fa fa-user" aria-hidden="true"></i><span class="airigs-disclosure__label">No AI used</span></div>]]></description><link>https://airigs.net/topic/6/vllm-with-mixed-quantization</link><generator>RSS for Node</generator><lastBuildDate>Mon, 02 Nov 2026 07:04:02 GMT</lastBuildDate><atom:link href="https://airigs.net/topic/6.rss" rel="self" type="application/rss+xml"/><pubDate>Mon, 28 Sep 2026 16:30:26 GMT</pubDate><ttl>60</ttl></channel></rss>