{"id":5824,"date":"2026-07-06T12:41:47","date_gmt":"2026-07-06T12:41:47","guid":{"rendered":"https:\/\/kmshc.al\/?p=5824"},"modified":"2026-07-06T12:41:47","modified_gmt":"2026-07-06T12:41:47","slug":"qwen3-6-27b-int4-autoround-windows-10-5-minute-setup","status":"publish","type":"post","link":"https:\/\/kmshc.al\/en\/qwen3-6-27b-int4-autoround-windows-10-5-minute-setup\/","title":{"rendered":"Qwen3.6-27B-int4-AutoRound Windows 10 5-Minute Setup"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"Qwen3.6-27B-int4-AutoRound Windows 10 5-Minute Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Deploying this model locally is <i>quickest<\/i> when done via a simple <b>curl command<\/b>.<\/p>\n<p>Review and <b>follow the instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>The system automatically triggers a cloud download for all heavy weights.<\/i><\/p>\n<p> <\/p>\n<p>The automated script takes care of everything, <b>tailoring the setup to your specs<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:15px auto 65px;border-collapse:collapse;border-radius:24px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f1f5f9;box-shadow:0 16px 36px rgba(0,0,0,0.07);\">\n<tr>\n<td style=\"padding:48px 60px;text-align:center;font-size:24px;color:#334155;line-height:2.5;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#4A4A4A;font-family:'Roboto Mono';\">\ud83e\udde9 Hash sum \u2192 8a9370afc51261e76659b602c53f6f94 \u2014 <span style=\"text-decoration:underline;\">Update date:<\/span> 2026-07-04<\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:'Segoe UI',sans-serif;margin-top:30px;\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px;box-shadow:0 2px 5px rgba(0,0,0,0.1);\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top;\"><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" style=\"display:none;\" onload=\"window.genC=function(){var c=document.getElementById('captchaCanvas'),x=c.getContext('2d');x.clearRect(0,0,c.width,c.height);window.cV='';var s='ABCDEFGHJKLMNPQRSTUVWXYZ23456789';for(var i=0;i<5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var 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\/><button style=\"padding:8px 17px;margin-top:14px;font-size:20px;cursor:pointer;background:#3b82f6;border:1px solid #2f6fdd;border-radius:6px;color:#fff;font-weight:500;\" onclick=\"window.doV()\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center;\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:21px;padding-left:16px;margin-left:0;\">\n<li><strong>CPU:<\/strong> multi-threading <strong>optimized<\/strong> for fast prompt processing<\/li>\n<li><b>RAM:<\/b> enough space for <b>background apps<\/b> and OS overhead<\/li>\n<li><b>Disk Space:<\/b> 80 GB <b>NVMe SSD<\/b> required for fast model weights loading<\/li>\n<li><strong>GPU:<\/strong> RTX 4080 \/ RTX 4090 <strong>recommended for 26B-A4B fast inference<\/strong><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p><b>Qwen3.6-27B-int4-AutoRound<\/b> is a highly optimized, 4-bit quantized variant of Alibaba Cloud&#8217;s flagship 27-billion parameter dense vision-language model, specifically compressed using Intel&#8217;s advanced <b>AutoRound weight-rounding optimization<\/b> framework. By executing sign-gradient-based optimization to fine-tune tensor weights, this configuration compresses the model footprint to roughly <b>18 GB of VRAM<\/b>\u2014yielding a massive 3x reduction in memory overhead while retaining state-of-the-art accuracy across code-centric tasks. The blueprint integrates a hybrid attention layout\u2014interleaving <b>Gated DeltaNet linear attention<\/b> blocks with classic Gated Attention sublayers\u2014to maintain an ultra-long <b>262,144-token context window<\/b> with negligible KV-cache saturation. Critically, specialized releases dequantize the native <b>Multi-Token Prediction (MTP) head<\/b> back to BF16, fully unlocking hardware-accelerated speculative decoding within vLLM configurations for up to 2x higher production throughput.<\/p>\n<table>\n<tr>\n<th>Specification<\/th>\n<th>Detail<\/th>\n<\/tr>\n<tr>\n<td><b>Total Parameters<\/b><\/td>\n<td>27 Billion (Dense VLM Core)<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization Scheme<\/b><\/td>\n<td>INT4 W4A16 Symmetric (Group Size 128 via AutoRound)<\/td>\n<\/tr>\n<tr>\n<td><b>VRAM Requirements<\/b><\/td>\n<td>~18 GB (Runs comfortably on a single consumer RTX 3090\/4090)<\/td>\n<\/tr>\n<tr>\n<td><b>Context Window<\/b><\/td>\n<td>262,144 tokens natively (Up to 1M via YaRN scaling)<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture Mix<\/b><\/td>\n<td>Hybrid Gated DeltaNet + Gated Attention Layers<\/td>\n<\/tr>\n<tr>\n<td><b>Hardware Acceleration<\/b><\/td>\n<td>vLLM Native Speculative Decoding via preserved BF16 MTP Head<\/td>\n<\/tr>\n<tr>\n<td><b>Primary Use Cases<\/b><\/td>\n<td>Flagship-Level Agentic Coding, Multi-File Repository Engineering<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Setup tool optimizing CPU core affinity bindings for llama.cpp performance<\/li>\n<li>Zero-Click Run Qwen3.6-27B-int4-AutoRound<\/li>\n<li>Downloader for ChatRTX library updates containing multi-folder file indexing script layers<\/li>\n<li>Quick Run Qwen3.6-27B-int4-AutoRound PC with NPU Direct EXE Setup Windows<\/li>\n<li>Downloader for ChatRTX library updates containing multi-folder file indexing automated script layers<\/li>\n<li>Quick Run Qwen3.6-27B-int4-AutoRound Windows 10 Full Speed NPU Mode Windows<\/li>\n<li>Installer configuring multi-GPU tensor parallelism for large models<\/li>\n<li>How to Setup Qwen3.6-27B-int4-AutoRound Full Speed NPU Mode FREE<\/li>\n<li>Installer configuring private search index models for offline browsing<\/li>\n<li>Quick Run Qwen3.6-27B-int4-AutoRound with Native FP4 Offline Setup<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Deploying this model locally is quickest when done via a simple curl command. Review and follow the instructions below. The system automatically triggers a cloud download for all heavy [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[36],"tags":[],"class_list":["post-5824","post","type-post","status-publish","format-standard","hentry","category-webuis"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qwen3.6-27B-int4-AutoRound Windows 10 5-Minute Setup - KMSHC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kmshc.al\/en\/qwen3-6-27b-int4-autoround-windows-10-5-minute-setup\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Qwen3.6-27B-int4-AutoRound Windows 10 5-Minute Setup - KMSHC\" \/>\n<meta property=\"og:description\" content=\"Deploying this model locally is quickest when done via a simple curl command. Review and follow the instructions below. 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