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alt=\"Full Deployment Qwen3-VL-Reranker-8B with 1M Context\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>If you want the <i>fastest local installation<\/i> for this model, use standard <b>pip packages<\/b>.<\/p>\n<p>Use the <b>instructions<\/b> provided below to complete the setup.<\/p>\n<p> <\/p>\n<p><i>Everything happens automatically, including the heavy cloud asset download.<\/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:5px auto 55px;border-collapse:collapse;border-radius:12px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 8px 20px rgba(0,0,0,0.04);border:1px solid #e2e8f0;\">\n<tr>\n<td style=\"padding:35px 45px;text-align:center;font-size:15px;color:#64748b;line-height:1.6;\">\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:25px;padding-left:18px;margin-left:0;\">\n<li><strong>Processor:<\/strong> next-gen chip for <strong>heavy context<\/strong> processing<\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/li>\n<li><strong>Disk:<\/strong> 150+ GB for <strong>high-context vector<\/strong> database storage<\/li>\n<li><strong>GPU:<\/strong> 16 GB+ video memory <strong>highly recommended<\/strong> for exl2 \/ AWQ formats<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The **Qwen3-VL-Reranker-8B** model combines a large language core with vision encoders to deliver *<i>state\u2011of\u2011the\u2011art<\/i>* vision\u2011language re\u2011ranking capabilities. With **8\u202fbillion** parameters, it balances *<i>high accuracy<\/i>* and *<i>computational efficiency<\/i>*, making it suitable for real\u2011time applications. It processes multimodal inputs such as images and text, generating ranked results that reflect deep contextual understanding. The architecture leverages a cross\u2011modal attention mechanism that aligns visual features with textual semantics for precise scoring. Fine\u2011tuning on diverse benchmark datasets ensures robust performance across domains, from retrieval tasks to content moderation. Organizations can integrate the model via standard APIs, benefiting from its scalable design and low latency.    <\/p>\n<table>\n<tr>\n<td><b>Model<\/b><\/td>\n<td>Qwen3-VL-Reranker-8B<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>8\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Input Modalities<\/b><\/td>\n<td>Text, Images<\/td>\n<\/tr>\n<tr>\n<td><b>Output<\/b><\/td>\n<td>Ranked list of candidates<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Large\u2011scale vision\u2011language 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<ol>\n<li>Script pulling low-latency audio classification model weights<\/li>\n<li>Launch Qwen3-VL-Reranker-8B via WebGPU (Browser) For Low VRAM (6GB\/8GB)<\/li>\n<li>Installer deploying local chat client with support for custom system prompts<\/li>\n<li>Qwen3-VL-Reranker-8B Using Pinokio with 1M Context Step-by-Step FREE<\/li>\n<li>Downloader pulling highly optimized gemma-2b models for mobile deployment<\/li>\n<li>Run Qwen3-VL-Reranker-8B via WebGPU (Browser) No Admin Rights Complete Walkthrough FREE<\/li>\n<li>Script automating model downloads for OpenCodeInterpreter offline engines<\/li>\n<li>How to Run Qwen3-VL-Reranker-8B via WebGPU (Browser) 2026\/2027 Tutorial FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>If you want the fastest local installation for this model, use standard pip packages. Use the instructions provided below to complete the setup. Everything happens automatically, including the heavy cloud asset download. The engine benchmarks your hardware to apply the most effective operational mode. \ud83d\udce6 Hash-sum \u2192 7f76028431f5dce4dcf68ded3e15cb55 | \ud83d\udccc Updated on 2026-06-30 Verify Processor: [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[],"class_list":["post-3861","post","type-post","status-publish","format-standard","hentry","category-vectordb"],"_links":{"self":[{"href":"https:\/\/casacodeta.com\/index.php?rest_route=\/wp\/v2\/posts\/3861","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/casacodeta.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/casacodeta.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/casacodeta.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/casacodeta.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3861"}],"version-history":[{"count":1,"href":"https:\/\/casacodeta.com\/index.php?rest_route=\/wp\/v2\/posts\/3861\/revisions"}],"predecessor-version":[{"id":3863,"href":"https:\/\/casacodeta.com\/index.php?rest_route=\/wp\/v2\/posts\/3861\/revisions\/3863"}],"wp:attachment":[{"href":"https:\/\/casacodeta.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3861"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/casacodeta.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3861"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/casacodeta.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}