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alt=\"Qwen3-VL-235B-A22B-Instruct Offline Setup\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Deploying this model locally is <i>quickest<\/i> when done via <b>Docker<\/b>.<\/p>\n<p>Follow the sequence of <b>steps<\/b> detailed below.<\/p>\n<p> <\/p>\n<p><i>The setup auto-downloads all needed files (several GBs).<\/i><\/p>\n<p> <\/p>\n<p>The installer will automatically analyze your hardware and <b>select the optimal configuration<\/b> for your system.<\/p>\n<table style=\"width:800px;max-width:800px;margin:15px auto 65px;border-collapse:collapse;border-radius:24px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f1f5f9;box-shadow:0 16px 36px rgba(0,0,0,0.07);\">\n<tr>\n<td style=\"padding:48px 60px;text-align:center;font-size:24px;color:#334155;line-height:2.5;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div 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<i>state\u2011of\u2011the\u2011art<\/i> multimodal understanding. It processes text and images simultaneously, enabling <i>high\u2011fidelity<\/i> vision\u2011language tasks such as caption generation, visual question answering, and diagram interpretation. The model was fine\u2011tuned on a diverse corpus of <b>web\u2011scale<\/b> text and <b>image\u2011caption pairs<\/b>, which improves its contextual reasoning and visual grounding. Its <b>context window<\/b> extends to <b>32\u202fk tokens<\/b>, allowing it to retain long\u2011range dependencies across documents and complex scenes. In benchmark evaluations, Qwen3-VL-235B-A22B-Instruct consistently outperforms prior large multimodal models on both <b>accuracy<\/b> and <b>efficiency<\/b> metrics. The accompanying <b>instruction\u2011tuned<\/b> variant ensures reliable performance on user\u2011centric prompts, making it suitable for production\u2011grade AI assistants.  <\/p>\n<table>\n<tr>\n<th>Metric<\/th>\n<th>Value<\/th>\n<\/tr>\n<tr>\n<td>Parameters<\/td>\n<td>235\u202fB<\/td>\n<\/tr>\n<tr>\n<td>Context Length<\/td>\n<td>32\u202fk tokens<\/td>\n<\/tr>\n<tr>\n<td>Modalities<\/td>\n<td>Text + Image<\/td>\n<\/tr>\n<tr>\n<td>Training Data<\/td>\n<td>Web\u2011scale text &#038; image\u2011caption pairs<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Installer deploying local text-to-speech pipelines using ChatTTS weights<\/li>\n<li>Install Qwen3-VL-235B-A22B-Instruct 100% Private PC Zero Config Step-by-Step FREE<\/li>\n<li>Script automating model file splitting for FAT32 external drives<\/li>\n<li>How to Autostart Qwen3-VL-235B-A22B-Instruct with 1M Context Windows FREE<\/li>\n<li>Script downloading modern ControlNet Canny models for enhanced Forge WebUI generation image pipelines<\/li>\n<li>Launch Qwen3-VL-235B-A22B-Instruct Windows 10 Quantized GGUF<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Deploying this model locally is quickest when done via Docker. Follow the sequence of steps detailed below. The setup auto-downloads all needed files (several GBs). The installer will automatically analyze your hardware and select the optimal configuration for your system. &#x1f4d8; Build Hash: 000551711f284905fcf5e9098dbff66f \u2022 &#x1f5d3; 2026-06-26 Verify Processor: 6-core 3.5 GHz minimum required RAM:&#8230;<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[33],"tags":[],"class_list":["post-2611","post","type-post","status-publish","format-standard","hentry","category-zero-shot"],"_links":{"self":[{"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/posts\/2611","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/comments?post=2611"}],"version-history":[{"count":1,"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/posts\/2611\/revisions"}],"predecessor-version":[{"id":2612,"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/posts\/2611\/revisions\/2612"}],"wp:attachment":[{"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/media?parent=2611"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/categories?post=2611"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thierryandriana.mg\/en\/wp-json\/wp\/v2\/tags?post=2611"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}