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\" alt=\"Full Deployment Qwen3-VL-32B-Instruct\" 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>Execute the <b>commands and steps<\/b> outlined below.<\/p>\n<p> <\/p>\n<p><i>Hands-free setup: the system self-downloads the heavy model files.<\/i><\/p>\n<p> <\/p>\n<p>An automated hardware sweep ensures the system will <b>select the best tuning parameters<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:15px auto 65px;border-collapse:collapse;border-radius:20px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#fdfdfd;box-shadow:0 15px 32px rgba(0,0,0,0.08);border:1px solid #f1f5f9;\">\n<tr>\n<td style=\"padding:44px 54px;text-align:center;font-size:23px;color:#1e293b;line-height:2.6;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\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:21px;padding-left:16px;margin-left:0;\">\n<li><strong>Processor:<\/strong> Intel i7 \/ Ryzen 7 <strong>for heavy Quantized models<\/strong><\/li>\n<li><strong>RAM:<\/strong> required: 16 GB <strong>absolute minimum<\/strong> for small models<\/li>\n<li><strong>Disk:<\/strong> 150+ GB for <strong>high-context vector<\/strong> database storage<\/li>\n<li><b>Graphics:<\/b> stable <b>30+ tk\/s<\/b> at 4-bit quantization on medium setup<\/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<ul>\n<li>Setup utility auto-detecting AMD ROCm device structures for Linux AI workstation rigs<\/li>\n<li>Quick Run Qwen3-VL-32B-Instruct No Admin Rights Step-by-Step<\/li>\n<li>Installer deploying local real-time text-to-speech channels via ChatTTS modules and pipelines<\/li>\n<li>Qwen3-VL-32B-Instruct on Copilot+ PC No-Code Guide FREE<\/li>\n<li>Installer deploying local communication interfaces loaded with multi-role behavioral preset option vectors<\/li>\n<li>Install Qwen3-VL-32B-Instruct Locally via Ollama 2 No-Internet Version 5-Minute Setup<\/li>\n<\/ul>\n<p><a href='https:\/\/spentaversovaproject.com\/category\/safetensors\/'>https:\/\/spentaversovaproject.com\/category\/safetensors\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deploying locally takes the least amount of time when executed through native OS tools. Execute the commands and steps outlined below. Hands-free setup: the system self-downloads the heavy model files. An automated hardware sweep ensures the system will select the best tuning parameters. \ud83d\uddc2 Hash: 24523b77e9ba632459fffd8f71048f53 \u2022 Last Updated: 2026-06-23 Verify Processor: Intel i7 \/ [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[],"class_list":["post-605","post","type-post","status-publish","format-standard","hentry","category-huggingface"],"_links":{"self":[{"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/posts\/605","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/comments?post=605"}],"version-history":[{"count":1,"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/posts\/605\/revisions"}],"predecessor-version":[{"id":606,"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/posts\/605\/revisions\/606"}],"wp:attachment":[{"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/media?parent=605"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/categories?post=605"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demig.com.br\/index.php\/wp-json\/wp\/v2\/tags?post=605"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}