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\" alt=\"Quick Run Qwen3-Coder-30B-A3B-Instruct Using Pinokio Zero Config For Beginners\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>A standalone <b>PowerShell module<\/b> provides the <i>fastest route<\/i> to local installation.<\/p>\n<p>Use the <b>instructions<\/b> provided below to complete the setup.<\/p>\n<p> <\/p>\n<p><i>1-click setup: the app automatically fetches the large weight files.<\/i><\/p>\n<p> <\/p>\n<p>The program scans your VRAM and RAM to <b>seamlessly apply optimal configurations<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:12px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 8px 20px rgba(0,0,0,0.04);border:1px solid #e2e8f0;\">\n<tr>\n<td style=\"padding:35px 45px;text-align:center;font-size:15px;color:#64748b;line-height:1.6;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#2C3E50;font-family:'Tahoma';\">\ud83d\udd27 Digest: <b>5cb337bdc3b2251d05282ad38ade38ff<\/b> \u2022 \ud83d\udd52 Updated: <span style=\"color:#888;\">2026-07-09<\/span><\/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 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 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#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:30px;padding-left:25px;margin-left:0;\">\n<li><strong>Processor:<\/strong> high <strong>single-core<\/strong> performance needed for token latency<\/li>\n<li><strong>RAM:<\/strong> at least 32 GB in <strong>dual-channel mode<\/strong> for bandwidth<\/li>\n<li><strong>Storage:<\/strong> extra room for <strong>future model updates<\/strong> and datasets<\/li>\n<li><strong>Graphic Processor:<\/strong> hardware <strong>Tensor Cores<\/strong> support needed for FP16 acceleration<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>The <b>Qwen3-Coder-30B-A3B-Instruct<\/b> model is a large language model specifically optimized for code generation and software engineering tasks. It leverages an <i>A3B<\/i> architecture that balances parameter count and inference efficiency, delivering robust performance across multiple programming languages. With <b>30 billion parameters<\/b> and a context window extending to 16\u202fk tokens, the model can understand and generate lengthy code snippets and documentation. The model has been fine\u2011tuned on extensive public code repositories and instructional datasets, enabling it to follow complex coding conventions and best practices. In benchmarks such as HumanEval and MBPP, Qwen3-Coder-30B-A3B-Instruct consistently achieves <i>top\u2011tier<\/i> scores, often rivaling or surpassing specialized coding assistants. Below is a quick comparison of its core specifications:  <\/p>\n<table>\n<tr>\n<td><b>Parameter Count<\/b><\/td>\n<td>30\u202fB<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>16\u202fk tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Public code repos + instructional datasets<\/td>\n<\/tr>\n<tr>\n<td><b>Primary Use<\/b><\/td>\n<td>Code generation &#038; software engineering<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Installer pre-configuring modern machine learning dependency matrices on local systems<\/li>\n<li>How to Run Qwen3-Coder-30B-A3B-Instruct PC with NPU Uncensored Edition For Beginners FREE<\/li>\n<li>Script automating parallel down-streaming of sharded Hugging Face model chunks<\/li>\n<li>Zero-Click Run Qwen3-Coder-30B-A3B-Instruct via WebGPU (Browser) with Native FP4 FREE<\/li>\n<li>Downloader for customized Gemma-2-27B GGUF layers with dynamic offloading memory splits<\/li>\n<li>Qwen3-Coder-30B-A3B-Instruct on AMD\/Nvidia GPU Offline Setup FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A standalone PowerShell module provides the fastest route to local installation. Use the instructions provided below to complete the setup. 1-click setup: the app automatically fetches the large weight files. The program scans your VRAM and RAM to seamlessly apply optimal configurations. \ud83d\udd27 Digest: 5cb337bdc3b2251d05282ad38ade38ff \u2022 \ud83d\udd52 Updated: 2026-07-09 Verify Processor: high single-core performance needed [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[21],"tags":[],"_links":{"self":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts\/1169"}],"collection":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/comments?post=1169"}],"version-history":[{"count":1,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts\/1169\/revisions"}],"predecessor-version":[{"id":1170,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/posts\/1169\/revisions\/1170"}],"wp:attachment":[{"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/media?parent=1169"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/categories?post=1169"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nshuraim.com\/index.php\/wp-json\/wp\/v2\/tags?post=1169"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}