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alt=\"Qwen3.6-27B-AWQ-INT4\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>If you need a <i>near-instant local setup<\/i>, just fetch files via a basic <b>curl request<\/b>.<\/p>\n<p>Make sure you implement the <b>steps<\/b> mentioned below.<\/p>\n<p> <\/p>\n<p><i>An automated background process downloads all required large-scale files.<\/i><\/p>\n<p> <\/p>\n<p>The script runs a quick hardware check to <b>dynamically adjust parameters for elite speed<\/b>.<\/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: left;font-size:11px\">\n<div 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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:26px;padding-left:21px;margin-left:0;\">\n<li><strong>CPU:<\/strong> multi-threading <strong>optimized<\/strong> for fast prompt processing<\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/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>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<ol>\n<li>Setup utility deploying structured response models tailored for automated JSON arrays<\/li>\n<li>Full Deployment Qwen3.6-27B-AWQ-INT4 via WebGPU (Browser) For Low VRAM (6GB\/8GB) Full Method FREE<\/li>\n<li>Setup utility enabling DirectML processing pathways for modern Arc graphics architecture<\/li>\n<li>How to Launch Qwen3.6-27B-AWQ-INT4 2026\/2027 Tutorial<\/li>\n<li>Downloader pulling optimized model shards for limited bandwith setups<\/li>\n<li>Qwen3.6-27B-AWQ-INT4 via WebGPU (Browser) One-Click Setup No-Code Guide<\/li>\n<li>Script fetching daily updated open-source LLM leaderboard models<\/li>\n<li>How to Launch Qwen3.6-27B-AWQ-INT4 Locally via LM Studio One-Click Setup Easy Build<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>If you need a near-instant local setup, just fetch files via a basic curl request. 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