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\" alt=\"Qwen3.6-35B-A3B-MLX-8bit via WebGPU (Browser) 5-Minute Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Using a native <b>PowerShell script<\/b> is the absolute <i>quickest way<\/i> to install this model.<\/p>\n<p>Use the <b>instructions<\/b> provided below to complete the setup.<\/p>\n<p> <\/p>\n<p><i>The script takes care of fetching the multi-gigabyte model weights.<\/i><\/p>\n<p> <\/p>\n<p>The installer diagnoses your environment to <b>deploy the most compatible profile<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:14px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 12px 24px rgba(0,0,0,0.05);border:1px solid #edf2f7;\">\n<tr>\n<td style=\"padding:42px 52px;text-align:center;font-size:22px;color:#4a5568;line-height:2.2;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#2B2B2B;font-family:'Anonymous Pro';\">\ud83d\udcca File Hash: 3442e691da290e952ece0bc0d74b0592 \u2014 <span style=\"color:#aaa;\">Last update:<\/span> 2026-07-01<\/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:28px;padding-left:23px;margin-left:0;\">\n<li><strong>CPU:<\/strong> 8-core \/ 16-thread <strong>recommended for orchestration<\/strong><\/li>\n<li><b>RAM:<\/b> high-speed <b>DDR5 memory<\/b> preferred for CPU offloading<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><strong>Graphic Processor:<\/strong> hardware <strong>Tensor Cores<\/strong> support needed for FP16 acceleration<\/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>Setup script enabling hardware-accelerated Nemotron-Mini setups on local GPUs<\/li>\n<li>Qwen3.6-35B-A3B-MLX-8bit Locally via Ollama 2 One-Click Setup<\/li>\n<li>Script downloading advanced mathematics deduction checkpoints for logical validation<\/li>\n<li>How to Autostart Qwen3.6-35B-A3B-MLX-8bit Windows 11 For Beginners<\/li>\n<li>Installer configuring privateGPT infrastructure with local model weights<\/li>\n<li>How to Autostart Qwen3.6-35B-A3B-MLX-8bit on Copilot+ PC For Low VRAM (6GB\/8GB) FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Using a native PowerShell script is the absolute quickest way to install this model. Use the instructions provided below to complete the setup. The script takes care of fetching the multi-gigabyte model weights. The installer diagnoses your environment to deploy the most compatible profile. \ud83d\udcca File Hash: 3442e691da290e952ece0bc0d74b0592 \u2014 Last update: 2026-07-01 Verify CPU: 8-core [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36],"tags":[],"class_list":["post-558","post","type-post","status-publish","format-standard","hentry","category-awq"],"_links":{"self":[{"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/posts\/558","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/comments?post=558"}],"version-history":[{"count":1,"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/posts\/558\/revisions"}],"predecessor-version":[{"id":559,"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/posts\/558\/revisions\/559"}],"wp:attachment":[{"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/media?parent=558"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/categories?post=558"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skbrothersecommerce.com\/home\/wp-json\/wp\/v2\/tags?post=558"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}