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alt=\"Qwen3.6-27B-MLX-4bit Windows 11 One-Click Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Using <b>Docker<\/b> is the absolute <i>quickest way<\/i> to install this model on your local machine.<\/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>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: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 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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:29px;padding-left:24px;margin-left:0;\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/li>\n<li><b>RAM:<\/b> 48 GB needed to <b>prevent memory swapping<\/b> to disk<\/li>\n<li><b>Disk Space:<\/b> 80 GB <b>NVMe SSD<\/b> required for fast model weights loading<\/li>\n<li><strong>GPU:<\/strong> modern architecture (<strong>Ada Lovelace \/ Ampere<\/strong> minimum)<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>Qwen3.6-27B-MLX-4bit is a large language model released by Alibaba Cloud that leverages MLX optimization for reduced memory footprint. It features <b>27 billion parameters<\/b> while maintaining high inference speed thanks to <i>4-bit quantization<\/i>. The model supports an extended <b>context window<\/b> of up to 128k tokens, enabling complex reasoning tasks. Its architecture incorporates <b>multi-head attention<\/b> and <b>feed\u2011forward layers<\/b> optimized for both accuracy and efficiency. Benchmarks show it rivals top\u2011tier models in multilingual understanding and code generation, making it a strong contender for <i>enterprise deployments<\/i>. The integrated <\/p>\n<table> below provides a concise overview of its key technical specifications.<\/p>\n<table>\n<tr>\n<th>Spec<\/th>\n<td>Value<\/td>\n<\/tr>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>Qwen3.6-27B-MLX-4bit<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>27B<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>4-bit (MLX)<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>128k tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Web-scale multilingual corpus<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Setup script enabling hardware-accelerated Nemotron-Mini setups on local GPUs<\/li>\n<li>Launch Qwen3.6-27B-MLX-4bit on Copilot+ PC Fully Jailbroken Easy Build FREE<\/li>\n<li>Downloader pulling ultra-dense EXL2 quantizations of complex multi-modal models<\/li>\n<li>How to Autostart Qwen3.6-27B-MLX-4bit For Beginners<\/li>\n<li>Setup utility configuring persistent system prompts for local clients<\/li>\n<li>Quick Run Qwen3.6-27B-MLX-4bit Locally via Ollama 2 Local Guide Windows FREE<\/li>\n<li>Script downloading IP-Adapter-FaceID models for local consistent character creation<\/li>\n<li>How to Run Qwen3.6-27B-MLX-4bit Using Pinokio Dummy Proof Guide FREE<\/li>\n<li>Downloader pulling vision-encoder model layers for local automated device checking hardware protocols<\/li>\n<li>Quick Run Qwen3.6-27B-MLX-4bit One-Click Setup Complete Walkthrough<\/li>\n<li>Script automating git-lfs downloads for deep learning models<\/li>\n<li>Quick Run Qwen3.6-27B-MLX-4bit Windows 11 Windows<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Using Docker is the absolute quickest way to install this model on your local machine. Follow the guidelines below to continue. The system automatically triggers a cloud download for all heavy weights. You don&#8217;t need to tweak anything, as the installer will automatically pick the highest performing setup for you. \ud83d\udcbe File hash: 7462c5350d652da73ce590196a131707 (Update [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[87],"tags":[],"class_list":["post-1539","post","type-post","status-publish","format-standard","hentry","category-pipelines"],"blocksy_meta":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=\/wp\/v2\/posts\/1539","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1539"}],"version-history":[{"count":1,"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=\/wp\/v2\/posts\/1539\/revisions"}],"predecessor-version":[{"id":1540,"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=\/wp\/v2\/posts\/1539\/revisions\/1540"}],"wp:attachment":[{"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1539"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1539"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mannaimart.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1539"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}