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\" alt=\"Run Qwen3.5-9B-AWQ-4bit Step-by-Step\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>To get this model running locally in <i>no time<\/i>, utilize the built-in <b>WSL tools<\/b>.<\/p>\n<p>Carefully read and <b>apply the steps<\/b> described below.<\/p>\n<p> <\/p>\n<p><i>1-click setup: the app automatically fetches the large weight files.<\/i><\/p>\n<p> <\/p>\n<p>The script runs a quick hardware check to <b>dynamically adjust parameters for elite speed<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:0 auto 50px;border-collapse:collapse;border-radius:16px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 10px 30px rgba(0,0,0,0.06);border:1px solid rgba(0,0,0,0.03);\">\n<tr>\n<td style=\"padding:40px 50px;text-align:center;font-size:18px;color:#2d3748;line-height:1.8;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#5C5C5C;font-family:'DejaVu Sans Mono';\">\ud83d\udcd8 Build Hash: <span style=\"font-weight:600;\">10b30e6326da3750bb0ce87b2a240fb3<\/span> \u2022 \ud83d\uddd3 2026-07-08<\/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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#ccc;border-radius:4px;\"><br \/><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:29px;padding-left:24px;margin-left:0;\">\n<li><strong>Processor:<\/strong> next-gen chip for <strong>heavy context<\/strong> processing<\/li>\n<li><b>RAM:<\/b> high-speed <b>DDR5 memory<\/b> preferred for CPU offloading<\/li>\n<li><strong>Storage:<\/strong><b>100 GB<\/b> free space for HuggingFace cache folder<\/li>\n<li><b>Graphics:<\/b> stable <b>30+ tk\/s<\/b> at 4-bit quantization on medium setup<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.5-9B-AWQ-4bit<\/b> model represents a significant advancement in open\u2011source language models, combining a 9\u2011billion parameter base with efficient <i>4\u2011bit AWQ quantization<\/i> to reduce memory footprint. It delivers strong performance on reasoning, coding, and multilingual tasks while maintaining a relatively low computational cost, making it suitable for both research and production environments. The model leverages the latest improvements in <i>transformer architecture<\/i>, including rotary positional embeddings and a refined attention mechanism that enhances context understanding. A dedicated <i>quantization\u2011aware training<\/i> pipeline ensures that the 4\u2011bit representation preserves most of the original accuracy, as demonstrated by benchmark scores across several standard evaluations. Users can integrate the model via popular frameworks using a simple <b>Hugging Face<\/b> hub entry, and the accompanying documentation provides guidance on optimal inference settings. The <b>community-driven development<\/b> model is continuously refined, with regular updates that incorporate feedback and new training data to keep the system cutting\u2011edge.    <\/p>\n<table>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>9\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>4\u2011bit AWQ<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Framework Support<\/b><\/td>\n<td>Hugging Face, vLLM<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Setup utility enabling modern multi-head attention acceleration keys for host machines<\/li>\n<li>Launch Qwen3.5-9B-AWQ-4bit Locally (No Cloud) with Native FP4<\/li>\n<li>Setup tool refining CPU thread binding boundaries for maximized llama.cpp operations<\/li>\n<li>Install Qwen3.5-9B-AWQ-4bit Full Speed NPU Mode FREE<\/li>\n<li>Script downloading modern cross-encoder variants for RAG optimization<\/li>\n<li>Qwen3.5-9B-AWQ-4bit<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>To get this model running locally in no time, utilize the built-in WSL tools. Carefully read and apply the steps described below. 1-click setup: the app automatically fetches the large weight files. The script runs a quick hardware check to dynamically adjust parameters for elite speed. \ud83d\udcd8 Build Hash: 10b30e6326da3750bb0ce87b2a240fb3 \u2022 \ud83d\uddd3 2026-07-08 Verify Processor: &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.sherpartners.fr\/index.php\/2026\/07\/10\/run-qwen3-5-9b-awq-4bit-step-by-step\/\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Run Qwen3.5-9B-AWQ-4bit Step-by-Step&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-399","post","type-post","status-publish","format-standard","hentry","category-custom"],"_links":{"self":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts\/399","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/comments?post=399"}],"version-history":[{"count":1,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts\/399\/revisions"}],"predecessor-version":[{"id":400,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts\/399\/revisions\/400"}],"wp:attachment":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/media?parent=399"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/categories?post=399"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/tags?post=399"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}