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\" alt=\"Qwen3.5-9B Windows 11 No Admin Rights\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Running this model locally is <i>fastest<\/i> when deployed through a <b>PowerShell script<\/b>.<\/p>\n<p>Please <b>follow the instructions<\/b> listed below to get started.<\/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>The installer will automatically analyze your hardware and <b>select the optimal configuration<\/b>.<\/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 style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#1C1C1C;font-family:'Inconsolata';\">\ud83d\udd0d Hash-sum: a925179aeadd37cf15f7926ba301be6d | \ud83d\udd53 Last update: 2026-06-30<\/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:21px;padding-left:16px;margin-left:0;\">\n<li><strong>CPU:<\/strong> 8-core \/ 16-thread <strong>recommended for orchestration<\/strong><\/li>\n<li><strong>RAM:<\/strong> fast <strong>5600MHz+<\/strong> required to avoid memory bottlenecks<\/li>\n<li><strong>Storage:<\/strong> extra room for <strong>future model updates<\/strong> and datasets<\/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>Qwen3.5-9B is a <b>9\u2011billion parameter<\/b> language model developed by Alibaba Cloud to balance performance and efficiency. It leverages a <b>mixture\u2011of\u2011experts<\/b> architecture with <i>sparse attention<\/i> to reduce computational load while maintaining high <i>contextual understanding<\/i>. The model supports <b>multilingual generation<\/b>, covering over 100 languages, and excels in reasoning tasks such as mathematics and coding. Its training pipeline incorporates extensive <i>data filtering<\/i> and <i>reinforcement learning<\/i> to improve factual consistency and safety. Compared to earlier Qwen versions, Qwen3.5-9B achieves a 12% boost in benchmark scores on the MMLU dataset while using 40% less GPU memory. The model is available through cloud services and open\u2011source repositories for researchers and developers.  <\/p>\n<table>\n<tr>\n<td><b>Specification<\/b><\/td>\n<td><b>Value<\/b><\/td>\n<\/tr>\n<tr>\n<td>Parameters<\/td>\n<td>9\u202fB<\/td>\n<\/tr>\n<tr>\n<td>Training Tokens<\/td>\n<td>1.5\u202fT<\/td>\n<\/tr>\n<tr>\n<td>Inference Latency<\/td>\n<td>0.12\u202fs\/token<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Setup tool installing LocalAI runtime with full DeepSeek-Coder support<\/li>\n<li>Qwen3.5-9B 5-Minute Setup FREE<\/li>\n<li>Setup tool updating local miniconda environments for running PyTorch 2.6+ scripts natively<\/li>\n<li>How to Setup Qwen3.5-9B Locally via Ollama 2 No Admin Rights Easy Build FREE<\/li>\n<li>Installer configuring privateGPT setups using advanced multi-backend tensor parallelism<\/li>\n<li>How to Run Qwen3.5-9B No Admin Rights Dummy Proof Guide<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Running this model locally is fastest when deployed through a PowerShell script. Please follow the instructions listed below to get started. The system automatically triggers a cloud download for all heavy weights. The installer will automatically analyze your hardware and select the optimal configuration. \ud83d\udd0d Hash-sum: a925179aeadd37cf15f7926ba301be6d | \ud83d\udd53 Last update: 2026-06-30 Verify CPU: 8-core&#8230;<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[49],"tags":[],"class_list":["post-1433","post","type-post","status-publish","format-standard","hentry","category-distillers"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/posts\/1433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/comments?post=1433"}],"version-history":[{"count":1,"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/posts\/1433\/revisions"}],"predecessor-version":[{"id":1434,"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/posts\/1433\/revisions\/1434"}],"wp:attachment":[{"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/media?parent=1433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/categories?post=1433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/madeai.in\/index.php\/wp-json\/wp\/v2\/tags?post=1433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}