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alt=\"Deploy Qwen3.6-35B-A3B-MLX-8bit\" 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>Proceed by following the <b>technical instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>The download manager will automatically pull several gigabytes of data.<\/i><\/p>\n<p> <\/p>\n<p>Without any user input, the software <b>calibrates parameters for optimal hardware usage<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;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 25px rgba(0,0,0,0.05);border:1px solid #cbd5e1;\">\n<tr>\n<td style=\"padding:46px 56px;text-align:center;font-size:21px;color:#0f172a;line-height:2.7;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#263238;font-family:'Fira Code';\">\ud83d\udee1\ufe0f Checksum: c43c2d6a1808c6af1d920236ca539b12 \u2014 <span style=\"color:#666;\">\u23f0 Updated on: 2026-07-04<\/span><\/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:23px;padding-left:20px;margin-left:0;\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/li>\n<li><b>Disk Space:<\/b> required: fast <b>PCIe 4.0<\/b> drive for instant boots<\/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>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>Installer configuring localized autogen multi-agent spaces with internal model nodes<\/li>\n<li>Zero-Click Run Qwen3.6-35B-A3B-MLX-8bit Windows 10 For Low VRAM (6GB\/8GB)<\/li>\n<li>Setup utility configuring Amuse local image generator for AMD GPUs<\/li>\n<li>How to Autostart Qwen3.6-35B-A3B-MLX-8bit on Copilot+ PC Full Speed NPU Mode Windows<\/li>\n<li>Setup utility configuring modern flash-decoding switches in local runends<\/li>\n<li>Deploy Qwen3.6-35B-A3B-MLX-8bit on AMD\/Nvidia GPU FREE<\/li>\n<li>Script automating model updates for Fooocus offline image generator<\/li>\n<li>How to Run Qwen3.6-35B-A3B-MLX-8bit FREE<\/li>\n<li>Installer deploying ComfyUI workflows for Flux-ControlNet integration<\/li>\n<li>How to Install Qwen3.6-35B-A3B-MLX-8bit Windows FREE<\/li>\n<\/ol>\n<p><a href='https:\/\/zshape.agency\/category\/converters\/'>https:\/\/zshape.agency\/category\/converters\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deploying locally takes the least amount of time when executed through native OS tools. Proceed<\/p>\n","protected":false},"author":17,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[147],"tags":[],"class_list":["post-8123","post","type-post","status-publish","format-standard","hentry","category-pipelines","infinite-scroll-item","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-50"],"_links":{"self":[{"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/posts\/8123","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/comments?post=8123"}],"version-history":[{"count":1,"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/posts\/8123\/revisions"}],"predecessor-version":[{"id":8124,"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/posts\/8123\/revisions\/8124"}],"wp:attachment":[{"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/media?parent=8123"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/categories?post=8123"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tamaline.com\/index.php\/wp-json\/wp\/v2\/tags?post=8123"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}