{"id":3734,"date":"2026-06-30T12:32:54","date_gmt":"2026-06-30T12:32:54","guid":{"rendered":"https:\/\/bingamil.com\/?p=3734"},"modified":"2026-06-30T12:32:54","modified_gmt":"2026-06-30T12:32:54","slug":"how-to-setup-qwen3-5-122b-a10b-with-native-fp4","status":"publish","type":"post","link":"https:\/\/bingamil.com\/index.php\/2026\/06\/30\/how-to-setup-qwen3-5-122b-a10b-with-native-fp4\/","title":{"rendered":"How to Setup Qwen3.5-122B-A10B with Native FP4"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"How to Setup Qwen3.5-122B-A10B with Native FP4\" 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>Make sure you implement the <b>steps<\/b> mentioned below.<\/p>\n<p> <\/p>\n<p><i>The installer auto-downloads and deploys the entire model pack.<\/i><\/p>\n<p> <\/p>\n<p>To guarantee smooth performance, the process <b>auto-selects the best options<\/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: left;font-size:11px\">\n<div style=\"font-size:15px;color:#3E3E3E;font-family:'Lucida Console';\">\ud83d\udcbe File hash: 152a7ef3711001f9f1fb194422a0c04a <span style=\"color:#999;\">(Update date: 2026-06-23)<\/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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\/><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><strong>Processor:<\/strong> high <strong>single-core<\/strong> performance needed for token latency<\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/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> high memory bandwidth GPU for <strong>next-gen local AI<\/strong> pipeline<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>Qwen3.5-122B-A10B is a <b>state\u2011of\u2011the\u2011art<\/b> language model featuring <b>122\u202fbillion<\/b> parameters and an <b>A10B<\/b> architecture. It leverages a massive <i>web\u2011scale training corpus<\/i> to achieve <b>exceptional<\/b> performance across a wide range of NLP tasks. The model incorporates advanced <b>attention mechanisms<\/b> and <i>multi\u2011layer decoder stacks<\/i> that enable deep contextual understanding and fluent generation. Benchmark evaluations place it among the top performers, delivering <b>record\u2011breaking<\/b> scores in reasoning, comprehension, and code synthesis. Its efficient <b>A10B<\/b> design balances computational demands with high\u2011quality output, making it suitable for both research and production environments. Ongoing fine\u2011tuning initiatives allow developers to customize the model for specialized domains while preserving its core capabilities.    <\/p>\n<table>\n<tr>\n<th><b>Parameter<\/b><\/th>\n<th><b>Value<\/b><\/th>\n<\/tr>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>Qwen3.5-122B-A10B<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>122\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture<\/b><\/td>\n<td>A10B<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Web\u2011scale corpus<\/td>\n<\/tr>\n<tr>\n<td><b>Key Features<\/b><\/td>\n<td>Advanced attention, multi\u2011layer decoder<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Script downloading background removal masks for offline photo production pipelines layouts<\/li>\n<li>Zero-Click Run Qwen3.5-122B-A10B on Your PC One-Click Setup No-Code Guide<\/li>\n<li>Script downloading precision depth-mapping files for 3D volumetric world generation engines<\/li>\n<li>How to Launch Qwen3.5-122B-A10B Locally via LM Studio No-Internet Version<\/li>\n<li>Script fetching optimized Phi-4-Mini weights for low-VRAM laptops<\/li>\n<li>Qwen3.5-122B-A10B with 1M Context<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Using a native PowerShell script is the absolute quickest way to install this model. Make sure you implement the steps mentioned below. The installer auto-downloads and deploys the entire model pack. To guarantee smooth performance, the process auto-selects the best options. \ud83d\udcbe File hash: 152a7ef3711001f9f1fb194422a0c04a (Update date: 2026-06-23) Verify Processor: high single-core performance needed for [&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-3734","post","type-post","status-publish","format-standard","hentry","category-rankers"],"_links":{"self":[{"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/posts\/3734","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=3734"}],"version-history":[{"count":1,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/posts\/3734\/revisions"}],"predecessor-version":[{"id":3735,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/posts\/3734\/revisions\/3735"}],"wp:attachment":[{"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/media?parent=3734"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/categories?post=3734"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bingamil.com\/index.php\/wp-json\/wp\/v2\/tags?post=3734"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}