{"id":465,"date":"2026-07-17T20:10:21","date_gmt":"2026-07-17T18:10:21","guid":{"rendered":"https:\/\/www.sherpartners.fr\/?p=465"},"modified":"2026-07-17T20:10:21","modified_gmt":"2026-07-17T18:10:21","slug":"full-deployment-glm-4-5-air-awq-4bit-for-low-vram-6gb-8gb-offline-setup","status":"publish","type":"post","link":"https:\/\/www.sherpartners.fr\/index.php\/2026\/07\/17\/full-deployment-glm-4-5-air-awq-4bit-for-low-vram-6gb-8gb-offline-setup\/","title":{"rendered":"Full Deployment GLM-4.5-Air-AWQ-4bit For Low VRAM (6GB\/8GB) Offline Setup"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"Full Deployment GLM-4.5-Air-AWQ-4bit For Low VRAM (6GB\/8GB) Offline Setup\" 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>Follow the <i>straightforward<\/i> <b>walkthrough<\/b> provided below.<\/p>\n<p> <\/p>\n<p><i>The setup auto-downloads all needed files (several GBs).<\/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:0 auto 50px;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 30px rgba(0,0,0,0.06);border:1px solid rgba(0,0,0,0.03);\">\n<tr>\n<td style=\"padding:40px 50px;text-align:center;font-size:18px;color:#2d3748;line-height:1.8;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:27px;padding-left:22px;margin-left:0;\">\n<li><strong>CPU:<\/strong> 8-core \/ 16-thread <strong>recommended for orchestration<\/strong><\/li>\n<li><b>RAM:<\/b> high-speed <b>DDR5 memory<\/b> preferred for CPU offloading<\/li>\n<li><b>Disk Space:<\/b> required: fast <b>PCIe 4.0<\/b> drive for instant boots<\/li>\n<li><strong>GPU:<\/strong> 16 GB+ video memory <strong>highly recommended<\/strong> for exl2 \/ AWQ formats<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h3>Unlocking the Power of Compact Language Models<\/h3>\n<p>The <b>GLM-4.5-Air-AWQ-4bit<\/b> represents a significant breakthrough in language model design, offering a harmonious balance between computational efficiency and performance. By harnessing the potency of <i>Activation-aware Quantization (AWQ)<\/i>, this model achieves remarkable inference speeds while maintaining an impressive level of accuracy. With its compact architecture, it enables seamless deployment on resource-constrained hardware, paving the way for widespread adoption in both research and production environments.<\/p>\n<h4>Technical Specifications: A Closer Look<\/h4>\n<p>\u2022 <strong>Memory Footprint Optimization:<\/strong>  \u2022 Reduced memory requirements through 4-bit quantization  \u2022 Enables deployment on consumer-grade hardware with minimal loss in accuracy\u2022 <strong>Computational Efficiency Enhancements:<\/strong>  \u2022 6 billion parameters for efficient processing of complex reasoning tasks  \u2022 8K token context window for long-form generation and contextual understanding\u2022 <strong>Inference Speed Boosters:<\/strong>  \u2022 Activation-aware Quantization (AWQ) for accelerated inference  \u2022 Compact architecture designed for optimal performance and memory usage<\/p>\n<h4>Key Benefits for Developers<\/h4>\n<p>\u2022 **Lightweight yet Versatile AI Assistant:** Ideal for developers seeking a balanced approach between model size, speed, and capability.\u2022 **Seamless Deployment:** Easily deployable on consumer-grade hardware without compromising accuracy.\u2022 **Efficient Resource Utilization:** Optimized for memory footprint, making it suitable for resource-constrained environments.<\/p>\n<h4>Technical Specifications: A Closer Look (continued)<\/h4>\n<table>\n<tr>\n<td><b>Key Features<\/b><\/td>\n<td><b>Description<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>6 billion parameters for efficient processing of complex reasoning tasks<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8K tokens for long-form generation and contextual understanding<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>AWQ 4-bit for activation-aware quantization and memory footprint optimization<\/td>\n<\/tr>\n<\/table>\n<h3>Empowering the Future of Language Models<\/h3>\n<p>The <b>GLM-4.5-Air-AWQ-4bit<\/b> represents a pivotal step forward in language model development, poised to revolutionize how we approach natural language processing and generation. With its innovative use of Activation-aware Quantization, this model offers a compelling trade-off between size, speed, and capability, making it an attractive choice for developers seeking a versatile AI assistant.<\/p>\n<ul>\n<li>Script fetching custom model merges directly into KoboldAI directory structures<\/li>\n<li>Deploy GLM-4.5-Air-AWQ-4bit Direct EXE Setup<\/li>\n<li>Setup tool installing single-binary Llamafile servers for isolated corporate networks<\/li>\n<li>How to Setup GLM-4.5-Air-AWQ-4bit via WebGPU (Browser) Step-by-Step<\/li>\n<li>Setup utility auto-detecting AMD ROCm device structures for Linux AI workstations<\/li>\n<li>Zero-Click Run GLM-4.5-Air-AWQ-4bit<\/li>\n<li>Script downloading background removal masks for offline photo production pipelines<\/li>\n<li>Full Deployment GLM-4.5-Air-AWQ-4bit Direct EXE Setup Windows FREE<\/li>\n<li>Setup utility enabling modern multi-head attention acceleration keys for host machines<\/li>\n<li>GLM-4.5-Air-AWQ-4bit Locally via Ollama 2 5-Minute Setup<\/li>\n<li>Setup utility organizing model libraries by parameter sizes<\/li>\n<li>Zero-Click Run GLM-4.5-Air-AWQ-4bit Fully Jailbroken 2026\/2027 Tutorial FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>If you want the fastest local installation for this model, use standard pip packages. Follow the straightforward walkthrough provided below. The setup auto-downloads all needed files (several GBs). To guarantee smooth performance, the process auto-selects the best options. \ud83d\udcc4 Hash Value: 8b574fca7ce591c97ed1d13fd4564e96 | \ud83d\udcc6 Update: 2026-07-16 Verify CPU: 8-core \/ 16-thread recommended for orchestration RAM: &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.sherpartners.fr\/index.php\/2026\/07\/17\/full-deployment-glm-4-5-air-awq-4bit-for-low-vram-6gb-8gb-offline-setup\/\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Full Deployment GLM-4.5-Air-AWQ-4bit For Low VRAM (6GB\/8GB) Offline Setup&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-465","post","type-post","status-publish","format-standard","hentry","category-custom"],"_links":{"self":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts\/465","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/comments?post=465"}],"version-history":[{"count":1,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts\/465\/revisions"}],"predecessor-version":[{"id":466,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/posts\/465\/revisions\/466"}],"wp:attachment":[{"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/media?parent=465"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/categories?post=465"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sherpartners.fr\/index.php\/wp-json\/wp\/v2\/tags?post=465"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}