{"id":1640,"date":"2026-07-09T02:40:20","date_gmt":"2026-07-09T02:40:20","guid":{"rendered":"https:\/\/www.fundacionpadi.org\/?p=1640"},"modified":"2026-07-09T02:40:20","modified_gmt":"2026-07-09T02:40:20","slug":"deploy-qwen3-6-35b-a3b-mlx-8bit-locally-no-cloud","status":"publish","type":"post","link":"https:\/\/www.fundacionpadi.org\/index.php\/2026\/07\/09\/deploy-qwen3-6-35b-a3b-mlx-8bit-locally-no-cloud\/","title":{"rendered":"Deploy Qwen3.6-35B-A3B-MLX-8bit Locally (No Cloud)"},"content":{"rendered":"<p><img decoding=\"async\" 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\" alt=\"Deploy Qwen3.6-35B-A3B-MLX-8bit Locally (No Cloud)\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Deploying locally takes the <i>least amount of time<\/i> when executed through <b>native OS tools<\/b>.<\/p>\n<p>Please adhere to the <b>deployment steps<\/b> listed below.<\/p>\n<p> <\/p>\n<p><i>1-click setup: the app automatically fetches the large weight files.<\/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:0 auto 50px;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 30px rgba(0,0,0,0.06);border:1px solid rgba(0,0,0,0.03);\">\n<tr>\n<td style=\"padding:40px 50px;text-align:center;font-size:18px;color:#2d3748;line-height:1.8;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#556B2F;font-family:'Segoe UI';\">\ud83d\udd12 Hash checksum: <strong>89f71001cf8c7d56047e37964d40185b<\/strong> \u2022 \ud83d\udcc6 Last updated: 2026-07-08<\/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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#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:25px;padding-left:18px;margin-left:0;\">\n<li><strong>Processor:<\/strong> Intel i7 \/ Ryzen 7 <strong>for heavy Quantized models<\/strong><\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/li>\n<li><strong>Storage:<\/strong><b>100 GB<\/b> free space for HuggingFace cache folder<\/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<ol>\n<li>Downloader pulling optimized mistral-nemo-12b weights for code documentation tasks<\/li>\n<li>How to Deploy Qwen3.6-35B-A3B-MLX-8bit on Copilot+ PC with Native FP4 Easy Build<\/li>\n<li>Installer deploying local web scraping pipelines using offline vision models<\/li>\n<li>How to Launch Qwen3.6-35B-A3B-MLX-8bit FREE<\/li>\n<li>Setup utility configuring ExLlamaV2 loader within local chat clients<\/li>\n<li>Qwen3.6-35B-A3B-MLX-8bit on Copilot+ PC FREE<\/li>\n<li>Downloader pulling specialized executive summary models for big text logs<\/li>\n<li>Deploy Qwen3.6-35B-A3B-MLX-8bit on Your PC 2026\/2027 Tutorial FREE<\/li>\n<li>Script downloading specialized green-screen extraction weights for image suites<\/li>\n<li>Full Deployment Qwen3.6-35B-A3B-MLX-8bit Offline on PC Dummy Proof Guide FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Deploying locally takes the least amount of time when executed through native OS tools. Please adhere to the deployment steps listed below. 1-click setup: the app automatically fetches the large weight files. You don&#8217;t need to tweak anything; the installer picks the highest performing setup. \ud83d\udd12 Hash checksum: 89f71001cf8c7d56047e37964d40185b \u2022 \ud83d\udcc6 Last updated: 2026-07-08 Verify [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","footnotes":""},"categories":[46],"tags":[],"class_list":["post-1640","post","type-post","status-publish","format-standard","hentry","category-loaders"],"_links":{"self":[{"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/posts\/1640","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/comments?post=1640"}],"version-history":[{"count":1,"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/posts\/1640\/revisions"}],"predecessor-version":[{"id":1641,"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/posts\/1640\/revisions\/1641"}],"wp:attachment":[{"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/media?parent=1640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/categories?post=1640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.fundacionpadi.org\/index.php\/wp-json\/wp\/v2\/tags?post=1640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}