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alt=\"Zero-Click Run Qwen3-VL-32B-Instruct PC with NPU with 1M Context\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Running this model locally is <i>fastest<\/i> when deployed through a <b>PowerShell script<\/b>.<\/p>\n<p>Follow the <i>straightforward<\/i> <b>walkthrough<\/b> provided below.<\/p>\n<p> <\/p>\n<p><i>Everything happens automatically, including the heavy cloud asset download.<\/i><\/p>\n<p> <\/p>\n<p>The installer diagnoses your environment to <b>deploy the most compatible profile<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;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 25px rgba(0,0,0,0.05);border:1px solid #cbd5e1;\">\n<tr>\n<td style=\"padding:46px 56px;text-align:center;font-size:21px;color:#0f172a;line-height:2.7;letter-spacing:-0.01em;\">\n<div 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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>Script downloading modern ControlNet depth models for Forge WebUI<\/li>\n<li>Full Deployment Qwen3-VL-32B-Instruct on Copilot+ PC 2026\/2027 Tutorial Windows FREE<\/li>\n<li>Script automating download of Stable Diffusion 3.5 Turbo weights directly to nvme storage nodes<\/li>\n<li>Launch Qwen3-VL-32B-Instruct Windows 10 Fully Jailbroken<\/li>\n<li>Installer configuring secure multi-level authentication profiles for shared local node execution clusters<\/li>\n<li>Launch Qwen3-VL-32B-Instruct Using Pinokio Zero Config Offline Setup FREE<\/li>\n<li>Installer deploying automated RAG data chunking pipelines for multi-format text catalogs<\/li>\n<li>How to Setup Qwen3-VL-32B-Instruct Locally via LM Studio One-Click Setup 5-Minute Setup FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Running this model locally is fastest when deployed through a PowerShell script. Follow the straightforward walkthrough provided below. Everything happens automatically, including the heavy cloud [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[26],"tags":[],"class_list":["post-1022","post","type-post","status-publish","format-standard","hentry","category-loaders"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"Guenot Francois","author_link":"https:\/\/toitilux.com\/index.php\/author\/toitilux\/"},"uagb_comment_info":0,"uagb_excerpt":"Running this model locally is fastest when deployed through a PowerShell script. Follow the straightforward walkthrough provided below. Everything happens automatically, including the heavy cloud [&hellip;]","_links":{"self":[{"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/posts\/1022","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/comments?post=1022"}],"version-history":[{"count":1,"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/posts\/1022\/revisions"}],"predecessor-version":[{"id":1023,"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/posts\/1022\/revisions\/1023"}],"wp:attachment":[{"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/media?parent=1022"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/categories?post=1022"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/toitilux.com\/index.php\/wp-json\/wp\/v2\/tags?post=1022"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}