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alt=\"Qwen3.6-27B-AWQ-INT4 Windows 11\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>The most <i>rapid route<\/i> to a local installation of this model is through <b>WSL2<\/b>.<\/p>\n<p>Use the <b>instructions<\/b> provided below to complete the setup.<\/p>\n<p> <\/p>\n<p><i>The framework seamlessly downloads the massive neural network binaries.<\/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: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 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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:22px;padding-left:17px;margin-left:0;\">\n<li><strong>Processor:<\/strong> next-gen chip for <strong>heavy context<\/strong> processing<\/li>\n<li><b>RAM:<\/b> 48 GB needed to <b>prevent memory swapping<\/b> to disk<\/li>\n<li><strong>Storage:<\/strong> extra room for <strong>future model updates<\/strong> and datasets<\/li>\n<li><b>Graphics:<\/b> TensorRT-LLM \/ vLLM <b>inference engine<\/b> compatible chip<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3.6-27B-AWQ-INT4<\/b> model represents a significant advancement in large language models, combining the depth of a 27\u2011billion parameter architecture with efficient quantization techniques. By employing <i>AWQ<\/i> (Activation\u2011aware Weight Quantization) and <i>INT4<\/i> precision, the model achieves a remarkable balance between performance and computational efficiency, making it suitable for deployment on consumer\u2011grade hardware. It retains the strong reasoning capabilities of the original <b>Qwen3.6<\/b> series while reducing model size and memory footprint, which translates into faster inference times and lower power consumption. The model has been <b>fine\u2011tuned<\/b> on a diverse <b>corpus<\/b> of web\u2011scale data, enabling it to handle a broad range of tasks from text generation to complex problem solving with high accuracy. A comparison table below highlights how its metrics stack up against similar quantized models in the market.  <\/p>\n<table>\n<tr>\n<th>Model<\/th>\n<th>Parameters<\/th>\n<th>Quantization<\/th>\n<th>Accuracy (BLEU)<\/th>\n<th>Inference Time (s)<\/th>\n<th>Memory Usage (GB)<\/th>\n<\/tr>\n<tr>\n<td>Qwen3.6-27B-AWQ-INT4<\/td>\n<td>27B<\/td>\n<td>INT4 AWQ<\/td>\n<td>92.3<\/td>\n<td>0.45<\/td>\n<td>12.8<\/td>\n<\/tr>\n<tr>\n<td>LLaMA-30B-AWQ-INT4<\/td>\n<td>30B<\/td>\n<td>INT4 AWQ<\/td>\n<td>90.7<\/td>\n<td>0.62<\/td>\n<td>14.5<\/td>\n<\/tr>\n<tr>\n<td>Falcon-40B-INT4<\/td>\n<td>40B<\/td>\n<td>INT4<\/td>\n<td>89.5<\/td>\n<td>0.78<\/td>\n<td>16.2<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Setup tool tweaking Windows paging files for heavy VRAM offloading tasks<\/li>\n<li>Qwen3.6-27B-AWQ-INT4 Locally via LM Studio<\/li>\n<li>Downloader pulling specialized mistral-nemo variants for code repair<\/li>\n<li>Full Deployment Qwen3.6-27B-AWQ-INT4 on Copilot+ PC with 1M Context Offline Setup FREE<\/li>\n<li>Patch configuring Mistral-Large local deployment in corporate environments<\/li>\n<li>Launch Qwen3.6-27B-AWQ-INT4 with 1M Context FREE<\/li>\n<li>Setup utility enabling modern multi-head attention acceleration keys for host machines<\/li>\n<li>How to Install Qwen3.6-27B-AWQ-INT4 on Your PC For Low VRAM (6GB\/8GB) Easy Build FREE<\/li>\n<li>Downloader for audio generation and local music model weights<\/li>\n<li>Full Deployment Qwen3.6-27B-AWQ-INT4 Locally via LM Studio Local Guide<\/li>\n<li>Downloader pulling enhanced voice profiles for local Fish-Speech narration production<\/li>\n<li>Zero-Click Run Qwen3.6-27B-AWQ-INT4 Locally (No Cloud) with Native FP4<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>The most rapid route to a local installation of this model is through WSL2. Use the instructions provided below to complete the setup. The framework seamlessly downloads the massive neural network binaries. The installer will automatically analyze your hardware and select the optimal configuration. \ud83e\uddee Hash-code: 702752313890e9cb93125c23c9600a49 \u2022 \ud83d\udcc6 2026-07-03 Verify Processor: next-gen chip for [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[21],"tags":[],"_links":{"self":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts\/1167"}],"collection":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/comments?post=1167"}],"version-history":[{"count":1,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts\/1167\/revisions"}],"predecessor-version":[{"id":1168,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts\/1167\/revisions\/1168"}],"wp:attachment":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/media?parent=1167"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/categories?post=1167"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/tags?post=1167"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}