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alt=\"Run Qwen3.6-27B-MLX-8bit PC with NPU\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>For an <i>instant local deployment<\/i>, running a pre-configured <b>shell script<\/b> is ideal.<\/p>\n<p>Simply follow the <b>directions<\/b> outlined below.<\/p>\n<p> <\/p>\n<p><i>The installer automatically pulls the model (could be multiple GBs).<\/i><\/p>\n<p> <\/p>\n<p>The configuration wizard runs silently to <b>set up the model for peak performance<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:26px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;box-shadow:0 28px 56px rgba(0,0,0,0.12);border:1px solid rgba(0,0,0,0.05);\">\n<tr>\n<td style=\"padding:52px 70px;text-align:center;font-size:28px;color:#0f172a;line-height:3;letter-spacing:-0.02em;font-weight:500;\">\n<div style=\"text-align: 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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:24px;padding-left:19px;margin-left:0;\">\n<li><b>Processor:<\/b> Intel i5 or AMD Ryzen 5 <b>for basic 7B models<\/b><\/li>\n<li><b>RAM:<\/b> 64 GB to <b>avoid OOM crashes<\/b> on large contexts<\/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>Qwen3.6-27B-MLX-8bit<\/b> model delivers strong performance for a wide range of natural language tasks. Built with <b>27B parameters<\/b> and optimized for <i>8-bit quantization<\/i>, it balances accuracy and memory footprint. Its integration with the <b>MLX<\/b> framework enables <i>fast inference<\/i> on modern hardware, reducing latency for real\u2011time applications. The model supports a context window of up to 8K tokens, making it suitable for long\u2011form generation and complex reasoning. Overall, it provides a cost\u2011effective solution for developers seeking high\u2011quality language understanding without the need for full\u2011precision weights.    <\/p>\n<table>\n<tr>\n<th>Parameter Count<\/th>\n<td>27B<\/td>\n<\/tr>\n<tr>\n<th>Quantization<\/th>\n<td>8-bit<\/td>\n<\/tr>\n<tr>\n<th>Context Length<\/th>\n<td>8K tokens<\/td>\n<\/tr>\n<tr>\n<th>Framework<\/th>\n<td>MLX<\/td>\n<\/tr>\n<tr>\n<th>Release Type<\/th>\n<td>Open-source<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Downloader pulling specialized mistral-nemo variants for code repair<\/li>\n<li>Launch Qwen3.6-27B-MLX-8bit One-Click Setup FREE<\/li>\n<li>Downloader pulling custom sentiment mapping checkpoints for offline data intelligence analytical tasks<\/li>\n<li>How to Autostart Qwen3.6-27B-MLX-8bit Windows 11 One-Click Setup Direct EXE Setup<\/li>\n<li>Setup utility configuring Amuse software for offline image generation via ROCm<\/li>\n<li>Install Qwen3.6-27B-MLX-8bit No-Code Guide Windows<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>For an instant local deployment, running a pre-configured shell script is ideal. Simply follow the directions outlined below. The installer automatically pulls the model (could be multiple GBs). The configuration wizard runs silently to set up the model for peak performance. \ud83d\uddc2 Hash: 8ceb9f6ef4ead44e91cbf8dc97759761 \u2022 Last Updated: 2026-07-08 Verify Processor: Intel i5 or AMD Ryzen [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_joinchat":[],"footnotes":""},"categories":[69],"tags":[],"class_list":["post-3778","post","type-post","status-publish","format-standard","hentry","category-rankers"],"_links":{"self":[{"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/posts\/3778","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/comments?post=3778"}],"version-history":[{"count":1,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/posts\/3778\/revisions"}],"predecessor-version":[{"id":3779,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/posts\/3778\/revisions\/3779"}],"wp:attachment":[{"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/media?parent=3778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/categories?post=3778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/tags?post=3778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}