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alt=\"Qwen3.6-27B-AWQ-INT4 Windows 11 with Native FP4 Step-by-Step\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Deploying this model locally is <i>quickest<\/i> when done via <b>Docker<\/b>.<\/p>\n<p>Make sure to <b>follow the instructions<\/b> 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>The installer will automatically analyze your hardware and <b>select the optimal configuration<\/b> for your system.<\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:20px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;box-shadow:0 20px 40px rgba(0,0,0,0.08);border:1px solid rgba(0,0,0,0.04);\">\n<tr>\n<td style=\"padding:45px 55px;text-align:center;font-size:20px;color:#1e293b;line-height:2;letter-spacing:-0.01em;\">\n<div style=\"text-align: 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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><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 Space:<\/b> 100 GB for multi-modal model vision components<\/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>Qwen3.6-27B-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>Installer deploying local chat clients with DeepSeek-V3 API-mirror setups<\/li>\n<li>Qwen3.6-27B-AWQ-INT4 Locally via LM Studio Uncensored Edition Local Guide<\/li>\n<li>Installer configuring localized context shift parameters for massive enterprise document sorting<\/li>\n<li>How to Install Qwen3.6-27B-AWQ-INT4 on Copilot+ PC with Native FP4 FREE<\/li>\n<li>Downloader for ChatRTX library updates containing multi-folder data index models<\/li>\n<li>How to Install Qwen3.6-27B-AWQ-INT4 Windows 11 Full Method FREE<\/li>\n<li>Downloader pulling specialized healthcare-focused local model structures<\/li>\n<li>Qwen3.6-27B-AWQ-INT4 100% Private PC No Python Required<\/li>\n<li>Setup utility adjusting flash-decoding memory buffers within local runtime system spaces<\/li>\n<li>Launch Qwen3.6-27B-AWQ-INT4 Locally via LM Studio Uncensored Edition Direct EXE Setup<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Deploying this model locally is quickest when done via Docker. Make sure to follow the instructions below. The installer auto-downloads and deploys the entire model pack. The installer will automatically analyze your hardware and select the optimal configuration for your system. \ud83d\udcbe File hash: 912b631147bd190f9c6f63ca00051287 (Update date: 2026-06-28) Verify CPU: modern architecture (Zen 3 \/ [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":""},"categories":[42],"tags":[],"_links":{"self":[{"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/posts\/3380"}],"collection":[{"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/comments?post=3380"}],"version-history":[{"count":1,"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/posts\/3380\/revisions"}],"predecessor-version":[{"id":3382,"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/posts\/3380\/revisions\/3382"}],"wp:attachment":[{"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/media?parent=3380"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/categories?post=3380"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/signstopsa.com\/index.php\/wp-json\/wp\/v2\/tags?post=3380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}