{"id":1368,"date":"2026-07-10T10:02:23","date_gmt":"2026-07-10T10:02:23","guid":{"rendered":"https:\/\/satr.blog\/?p=1368"},"modified":"2026-07-10T10:02:23","modified_gmt":"2026-07-10T10:02:23","slug":"full-deployment-qwen3-vl-30b-a3b-instruct-awq-for-low-vram-6gb-8gb-offline-setup","status":"publish","type":"post","link":"https:\/\/satr.blog\/?p=1368","title":{"rendered":"Full Deployment Qwen3-VL-30B-A3B-Instruct-AWQ For Low VRAM (6GB\/8GB) Offline Setup"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"Full Deployment Qwen3-VL-30B-A3B-Instruct-AWQ For Low VRAM (6GB\/8GB) Offline Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Deploying locally takes the <i>least amount of time<\/i> when executed through <b>native OS tools<\/b>.<\/p>\n<p>Refer to the <b>instructions below<\/b> to proceed.<\/p>\n<p> <\/p>\n<p><i>The setup auto-streams the model assets (expect a multi-GB download).<\/i><\/p>\n<p> <\/p>\n<p>Your resources are automatically evaluated to <b>lock in the premium configuration<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:22px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;box-shadow:0 24px 48px rgba(0,0,0,0.1);border:1px solid #e2e8f0;\">\n<tr>\n<td style=\"padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500;\">\n<div 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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><b>CPU:<\/b> AVX2\/AVX-512 instruction set <b>required for llama.cpp<\/b><\/li>\n<li><strong>RAM:<\/strong> 32 GB or higher for <strong>smooth 32k context<\/strong> lengths<\/li>\n<li><b>Disk Space:<\/b> free: 80 GB on <b>system drive<\/b> for scratch space<\/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>Qwen3-VL-30B-A3B-Instruct-AWQ is a powerful multimodal language model that combines a 30\u2011billion parameter vision-language backbone with an A3B optimization layer, delivering state\u2011of\u2011the\u2011art performance on complex visual reasoning tasks. <i>It leverages Adaptive Quantization (AQW) to reduce model size while preserving high fidelity in image understanding and generation.<\/i> The model excels in contextual comprehension, enabling nuanced interactions with both textual and visual inputs across diverse domains. <b>Key strengths<\/b> include rapid inference, scalable deployment, and seamless integration with existing AI pipelines. The following table summarizes its core technical specifications: <\/p>\n<table>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>30\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Modalities<\/b><\/td>\n<td>Text + Vision<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization<\/b><\/td>\n<td>AWQ (int8)<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Publicly sourced multimodal corpora<\/td>\n<\/tr>\n<tr>\n<td><b>Inference Speed<\/b><\/td>\n<td>>200 tokens\/s on GPU<\/td>\n<\/tr>\n<\/table>\n<p> This combination of efficiency and capability positions Qwen3-VL-30B-A3B-Instruct-AWQ as a leading solution for enterprises seeking advanced multimodal AI.<\/p>\n<ul>\n<li>Script fetching deepseek-math-7b models for local offline research sandbox dedicated server pools<\/li>\n<li>Install Qwen3-VL-30B-A3B-Instruct-AWQ on AMD\/Nvidia GPU Complete Walkthrough FREE<\/li>\n<li>Installer deploying local face restoration scripts and pre-trained assets<\/li>\n<li>Deploy Qwen3-VL-30B-A3B-Instruct-AWQ Direct EXE Setup FREE<\/li>\n<li>Installer pre-configuring Qwen2.5-Math checkpoints for offline mathematical processing<\/li>\n<li>Qwen3-VL-30B-A3B-Instruct-AWQ Offline on PC with 1M Context<\/li>\n<\/ul>\n<p><a href='https:\/\/dimoracollection.pl\/category\/kms\/'>https:\/\/dimoracollection.pl\/category\/kms\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deploying locally takes the least amount of time when executed through native OS tools. Refer to the instructions below to proceed. The setup auto-streams the model assets (expect a multi-GB download). Your resources are automatically evaluated to lock in the premium configuration. \ud83d\udce4 Release Hash: 364d2c6bb1d320d6863c7778b7b37b32 \u2022 \ud83d\udcc5 Date: 2026-07-08 Verify CPU: AVX2\/AVX-512 instruction set [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[139],"tags":[],"class_list":["post-1368","post","type-post","status-publish","format-standard","hentry","category-adapters"],"_links":{"self":[{"href":"https:\/\/satr.blog\/index.php?rest_route=\/wp\/v2\/posts\/1368","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/satr.blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/satr.blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/satr.blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/satr.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1368"}],"version-history":[{"count":1,"href":"https:\/\/satr.blog\/index.php?rest_route=\/wp\/v2\/posts\/1368\/revisions"}],"predecessor-version":[{"id":1369,"href":"https:\/\/satr.blog\/index.php?rest_route=\/wp\/v2\/posts\/1368\/revisions\/1369"}],"wp:attachment":[{"href":"https:\/\/satr.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/satr.blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/satr.blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}