{"id":9341,"date":"2026-07-07T01:20:48","date_gmt":"2026-07-06T18:20:48","guid":{"rendered":"https:\/\/rockmen.id\/?p=9341"},"modified":"2026-07-07T01:20:48","modified_gmt":"2026-07-06T18:20:48","slug":"how-to-run-qwen3-vl-32b-instruct-no-internet-version","status":"publish","type":"post","link":"https:\/\/rockmen.id\/id\/how-to-run-qwen3-vl-32b-instruct-no-internet-version\/","title":{"rendered":"How to Run Qwen3-VL-32B-Instruct No-Internet Version"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"How to Run Qwen3-VL-32B-Instruct No-Internet Version\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p><b>Homebrew<\/b> offers the <i>quickest path<\/i> to setting up this model locally.<\/p>\n<p>Follow the <i>straightforward<\/i> <b>walkthrough<\/b> provided 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>The engine benchmarks your hardware to <b>apply the most effective operational mode<\/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 style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#556B2F;font-family:'Segoe UI';\">\ud83d\udd12 Hash checksum: <strong>449f95dadf109c91842e1764e596ee45<\/strong> \u2022 \ud83d\udcc6 Last updated: 2026-06-29<\/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 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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:26px;padding-left:21px;margin-left:0;\">\n<li><strong>CPU:<\/strong> multi-threading <strong>optimized<\/strong> for fast prompt processing<\/li>\n<li><strong>RAM:<\/strong> 32 GB <strong>highly recommended<\/strong> for 26B+ GGUF models<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><strong>GPU:<\/strong> RTX 4080 \/ RTX 4090 <strong>recommended for 26B-A4B fast inference<\/strong><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The Qwen3-VL-32B-Instruct model combines a large language core with advanced multimodal vision capabilities, enabling it to understand and generate content across text and images. It leverages a 32\u2011billion parameter architecture optimized for both reasoning and visual grounding, delivering state\u2011of\u2011the\u2011art performance on VQA and reading comprehension benchmarks. The model is instruction\u2011tuned on a diverse corpus of textual and visual prompts, allowing it to follow complex user directives with contextual precision. Its integration of vision transformers with a refined attention mechanism supports fine\u2011grained detail capture and coherent narrative generation. A comparative <\/p>\n<table> below highlights key specifications such as parameter count, input modalities, and benchmark scores. Developers and researchers can fine\u2011tune the model for specialized tasks, benefiting from its robust multimodal alignment and open\u2011source licensing.  <\/p>\n<table>\n<tr>\n<th>Specification<\/th>\n<th>Value<\/th>\n<\/tr>\n<tr>\n<td><b>Parameter Count<\/b><\/td>\n<td>32\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Modalities<\/b><\/td>\n<td>Text + Images<\/td>\n<\/tr>\n<tr>\n<td><b>Training Type<\/b><\/td>\n<td>Instruction\u2011tuned, multimodal<\/td>\n<\/tr>\n<tr>\n<td><b>Key Benchmarks<\/b><\/td>\n<td>VQA\u202f\u2248\u202f84%, OCR\u202f\u2248\u202f92%<\/td>\n<\/tr>\n<\/table>\n<ol>\n<li>Installer pre-loading Qwen2.5-Math checkpoints for offline analytical computations<\/li>\n<li>Qwen3-VL-32B-Instruct Locally (No Cloud) Easy Build<\/li>\n<li>Downloader pulling customized character-card narrative profiles for roleplay setups<\/li>\n<li>Deploy Qwen3-VL-32B-Instruct Locally (No Cloud) Windows FREE<\/li>\n<li>Script downloading custom document layout files for local OCR tasks<\/li>\n<li>Zero-Click Run Qwen3-VL-32B-Instruct Uncensored Edition 5-Minute Setup<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Homebrew offers the quickest path to setting up this model locally. Follow the straightforward walkthrough provided below. No manual effort needed; the setup auto-ingests the large data. The engine benchmarks your hardware to apply the most effective operational mode. \ud83d\udd12 Hash checksum: 449f95dadf109c91842e1764e596ee45 \u2022 \ud83d\udcc6 Last updated: 2026-06-29 Verify CPU: multi-threading optimized for fast prompt [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[296],"tags":[],"class_list":["post-9341","post","type-post","status-publish","format-standard","hentry","category-quantizations"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/posts\/9341","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/comments?post=9341"}],"version-history":[{"count":1,"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/posts\/9341\/revisions"}],"predecessor-version":[{"id":9342,"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/posts\/9341\/revisions\/9342"}],"wp:attachment":[{"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/media?parent=9341"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/categories?post=9341"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rockmen.id\/id\/wp-json\/wp\/v2\/tags?post=9341"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}