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\" alt=\"Full Deployment Qwen3.5-27B-AWQ-4bit Direct EXE Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Using the <b>Windows Package Manager<\/b> is the <i>quickest way<\/i> to trigger the setup.<\/p>\n<p>Please <b>follow the instructions<\/b> listed below to get started.<\/p>\n<p> <\/p>\n<p><i>Be patient as the system self-retrieves massive model weights dynamically.<\/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:0 auto 50px;border-collapse:collapse;border-radius:18px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f4f4f5;box-shadow:0 14px 28px rgba(0,0,0,0.06);\">\n<tr>\n<td style=\"padding:45px 55px;text-align:center;font-size:19px;color:#27272a;line-height:2.3;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div 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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:25px;padding-left:18px;margin-left:0;\">\n<li><strong>Processor:<\/strong> next-gen chip for <strong>heavy context<\/strong> processing<\/li>\n<li><strong>RAM:<\/strong> 32 GB <strong>highly recommended<\/strong> for 26B+ GGUF models<\/li>\n<li><strong>Storage:<\/strong><b>100 GB<\/b> free space for HuggingFace cache folder<\/li>\n<li><strong>GPU:<\/strong> RTX 4080 \/ RTX 4090 <strong>recommended for 26B-A4B fast inference<\/strong><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.5-27B-AWQ-4bit<\/b> model leverages a <b>27\u2011billion parameter<\/b> architecture optimized for efficient inference on consumer hardware. Its <b>4\u2011bit quantization<\/b> using <b>AWQ<\/b> reduces memory footprint while preserving strong performance across multilingual tasks. The model supports a <i>2048\u2011token context window<\/i>, enabling coherent long\u2011form generation and reasoning. Benchmarks show competitive results on MMLU, GSM\u20118K, and Commonsense Reasoning, often matching larger models within a few percentage points. <\/p>\n<table>\n<tr>\n<th>Specification<\/th>\n<td>Value<\/td>\n<\/tr>\n<tr>\n<th>Parameter Count<\/th>\n<td>27\u202fB<\/td>\n<\/tr>\n<tr>\n<th>Quantization<\/th>\n<td>AWQ 4\u2011bit<\/td>\n<\/tr>\n<tr>\n<th>Context Length<\/th>\n<td>2048 tokens<\/td>\n<\/tr>\n<tr>\n<th>Typical Latency (GPU)<\/th>\n<td>~120\u202fms per 100 tokens<\/td>\n<\/tr>\n<\/table>\n<p> Overall, the <b>Qwen3.5-27B-AWQ-4bit<\/b> offers a balanced trade\u2011off between size, speed, and accuracy for production deployments.<\/p>\n<ol>\n<li>Installer setting up SillyTavern interface optimized for KoboldCPP 1.80+<\/li>\n<li>Launch Qwen3.5-27B-AWQ-4bit on Copilot+ PC For Low VRAM (6GB\/8GB) Complete Walkthrough<\/li>\n<li>Script fetching minimal terminal-based chat client binaries with full markdown generation<\/li>\n<li>Full Deployment Qwen3.5-27B-AWQ-4bit Locally via LM Studio with Native FP4 Complete Walkthrough<\/li>\n<li>Setup utility automating memory-mapped file settings for huge GGUF files<\/li>\n<li>How to Deploy Qwen3.5-27B-AWQ-4bit<\/li>\n<li>Downloader pulling refined instance segmentation models for offline medical imaging<\/li>\n<li>Install Qwen3.5-27B-AWQ-4bit Dummy Proof Guide FREE<\/li>\n<li>Downloader pulling specialized offline translation models for LibreTranslate systems<\/li>\n<li>Run Qwen3.5-27B-AWQ-4bit on Copilot+ PC Local Guide<\/li>\n<li>Setup utility configuring Amuse software for offline image generation via native ROCm layers<\/li>\n<li>Full Deployment Qwen3.5-27B-AWQ-4bit Locally via Ollama 2 No Admin Rights<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Using the Windows Package Manager is the quickest way to trigger the setup. Please follow the instructions listed below to get started. Be patient as the system self-retrieves massive model weights dynamically. Without any user input, the software calibrates parameters for optimal hardware usage. \ud83d\udee0 Hash code: c483731300610805ab6681f1ef33dbd3 \u2014 Last modification: 2026-07-08 Verify Processor: next-gen &hellip; <a href=\"https:\/\/bepannam.com\/index.php\/2026\/07\/10\/full-deployment-qwen3-5-27b-awq-4bit-direct-exe-setup\/\">Readmore<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[146],"tags":[],"class_list":["post-1632","post","type-post","status-publish","format-standard","hentry","category-weights"],"_links":{"self":[{"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/posts\/1632","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/comments?post=1632"}],"version-history":[{"count":1,"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/posts\/1632\/revisions"}],"predecessor-version":[{"id":1633,"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/posts\/1632\/revisions\/1633"}],"wp:attachment":[{"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/media?parent=1632"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/categories?post=1632"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bepannam.com\/index.php\/wp-json\/wp\/v2\/tags?post=1632"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}