{"id":8343,"date":"2026-07-05T22:07:22","date_gmt":"2026-07-05T14:07:22","guid":{"rendered":"https:\/\/eps.org.tw\/?p=8343"},"modified":"2026-07-05T22:07:22","modified_gmt":"2026-07-05T14:07:22","slug":"install-qwen3-coder-30b-a3b-instruct-fp8-windows-10-with-native-fp4-easy-build","status":"publish","type":"post","link":"https:\/\/eps.org.tw\/8343\/install-qwen3-coder-30b-a3b-instruct-fp8-windows-10-with-native-fp4-easy-build","title":{"rendered":"Install Qwen3-Coder-30B-A3B-Instruct-FP8 Windows 10 with Native FP4 Easy Build"},"content":{"rendered":"<p><img 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\/><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:22px;padding-left:17px;margin-left:0;\">\n<li><strong>CPU:<\/strong> multi-threading <strong>optimized<\/strong> for fast prompt processing<\/li>\n<li><b>RAM:<\/b> 64 GB to <b>avoid OOM crashes<\/b> on large contexts<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><strong>GPU:<\/strong> 16 GB+ video memory <strong>highly recommended<\/strong> for exl2 \/ AWQ formats<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<p>Qwen3-Coder-30B-A3B-Instruct-FP8 is a large language model fine\u2011tuned for code generation and debugging, built on the Qwen3 architecture with 30\u202fbillion parameters and an A3B sparse attention mechanism. It leverages <i>FP8 quantization<\/i> to achieve higher inference speed while preserving accuracy across a wide range of programming tasks. The model demonstrates strong <b>multilingual code understanding<\/b>, supporting over 20 programming languages and adhering to best practices in style and documentation. In benchmarks such as HumanEval and MBPP, it consistently ranks among the top performers, delivering <i>state\u2011of\u2011the\u2011art<\/i> solutions with fewer tokens. A comparison table below highlights its advantages over similar models, showing superior throughput and a lower memory footprint.    <\/p>\n<table border=\"1\" cellpadding=\"5\" cellspacing=\"0\">\n<tr>\n<th>Model<\/th>\n<td>Qwen3-Coder-30B-A3B-Instruct-FP8<\/td>\n<\/tr>\n<tr>\n<th>Parameters<\/th>\n<td>30\u202fB<\/td>\n<\/tr>\n<tr>\n<th>Attention<\/th>\n<td>A3B sparse<\/td>\n<\/tr>\n<tr>\n<th>Quantization<\/th>\n<td>FP8<\/td>\n<\/tr>\n<tr>\n<th>Supported Languages<\/th>\n<td>20+ programming languages<\/td>\n<\/tr>\n<tr>\n<th>Benchmark Score (HumanEval)<\/th>\n<td>92.3%<\/td>\n<\/tr>\n<\/table>\n<ul>\n<li>Setup tool for automated flash-decoding setup on local GPUs<\/li>\n<li>Run Qwen3-Coder-30B-A3B-Instruct-FP8 Direct EXE Setup<\/li>\n<li>Script fetching optimized Phi-4-Mini-Instruct weights for low-power edge configurations<\/li>\n<li>Launch Qwen3-Coder-30B-A3B-Instruct-FP8 FREE<\/li>\n<li>Setup utility for integrating Llama-3.3 high-context GGUF chunks into KoboldCPP<\/li>\n<li>Qwen3-Coder-30B-A3B-Instruct-FP8 Windows 11 Full Method Windows<\/li>\n<li>Downloader pulling calibrated Flux.1-Lite safetensors for rapid image prototyping<\/li>\n<li>How to Install Qwen3-Coder-30B-A3B-Instruct-FP8 Offline on PC No Python Required<\/li>\n<li>Setup utility auto-detecting AMD ROCm setups for Linux desktop AI runtimes<\/li>\n<li>Run Qwen3-Coder-30B-A3B-Instruct-FP8 Locally (No Cloud) 5-Minute Setup FREE<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>For the fastest local setup of this model, enabling Win [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[103],"tags":[],"_links":{"self":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8343"}],"collection":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/comments?post=8343"}],"version-history":[{"count":1,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8343\/revisions"}],"predecessor-version":[{"id":8344,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8343\/revisions\/8344"}],"wp:attachment":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/media?parent=8343"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/categories?post=8343"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/tags?post=8343"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}