{"id":7809,"date":"2026-07-13T22:19:06","date_gmt":"2026-07-13T22:19:06","guid":{"rendered":"https:\/\/guillermoarmenta.com\/?p=7809"},"modified":"2026-07-13T22:19:06","modified_gmt":"2026-07-13T22:19:06","slug":"setup-qwen3-6-35b-a3b-gguf-with-native-fp4","status":"publish","type":"post","link":"https:\/\/guillermoarmenta.com\/index.php\/2026\/07\/13\/setup-qwen3-6-35b-a3b-gguf-with-native-fp4\/","title":{"rendered":"Setup Qwen3.6-35B-A3B-GGUF with Native FP4"},"content":{"rendered":"<p><img decoding=\"async\" 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\" alt=\"Setup Qwen3.6-35B-A3B-GGUF with Native FP4\" style=\"display:block; width:100%; height:auto; border-radius:8px;\"><\/p>\n<p>Deploying this model locally is <i>quickest<\/i> when done via a simple <b>curl command<\/b>.<\/p>\n<p>Please <b>follow the instructions<\/b> listed below to get started.<\/p>\n<p> <\/p>\n<p><i>All large files and heavy weights are downloaded automatically by the script.<\/i><\/p>\n<p> <\/p>\n<p>The installer will automatically analyze your hardware and <b>select the optimal configuration<\/b>.<\/p>\n<table style=\"width:800px;max-width:800px;margin:10px auto 60px;border-collapse:collapse;border-radius:14px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#ffffff;box-shadow:0 12px 24px rgba(0,0,0,0.05);border:1px solid #edf2f7;\">\n<tr>\n<td style=\"padding:42px 52px;text-align:center;font-size:22px;color:#4a5568;line-height:2.2;letter-spacing:-0.01em;\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#556B2F;font-family:'Segoe UI';\">\ud83d\udd12 Hash checksum: <strong>c526b4f595fa5268ab334a3759d48601<\/strong> \u2022 \ud83d\udcc6 Last updated: 2026-07-12<\/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 decoding=\"async\" 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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\/><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:26px;padding-left:21px;margin-left:0;\">\n<li><b>Processor:<\/b> 6-core <b>3.5 GHz<\/b> minimum required<\/li>\n<li><strong>RAM:<\/strong> 32 GB <strong>highly recommended<\/strong> for 26B+ GGUF models<\/li>\n<li><strong>Disk Space:<\/strong>70 GB free space for <strong>full FP16 weights<\/strong> storage<\/li>\n<li><b>Graphics:<\/b> 12 GB <b>VRAM minimum<\/b> required for basic quantization<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>The Qwen3.6-35B-A3B-GGUF: A Revolutionary Language Model<\/h4>\n<p>The Qwen3.6-35B-A3B-GGUF is a groundbreaking language model that has taken the AI landscape by storm with its unprecedented 35 billion parameters and advanced A3B architecture. This cutting-edge technology not only boosts speed but also accuracy, making it an ideal choice for enterprise-level applications. By harnessing the power of GGUF quantization, the Qwen3.6-35B-A3B-GGUF delivers a compact footprint while maintaining its strong performance across various NLP tasks.Here are some key features that make this language model stand out:\u2022 **Unmatched Performance**: The Qwen3.6-35B-A3B-GGUF excels in reasoning, code generation, and multilingual understanding, solidifying its position as a top-tier AI solution.\u2022 **Efficient Quantization**: Thanks to its innovative GGUF quantization scheme, users can run the model locally on modern GPUs with minimal memory overhead, making it an accessible choice for developers.\u2022 **Fine-Tuning Pipeline**: The integrated fine-tuning pipeline allows organizations to customize the model for specialized workflows, ensuring a tailored solution that meets their unique needs.<\/p>\n<table>\n<tr>\n<td><b>Model Characteristics<\/b><\/td>\n<td><b>Description<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Parameter Count<\/b><\/td>\n<td>35 Billion<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture<\/b><\/td>\n<td>A3B<\/td>\n<\/tr>\n<tr>\n<td><b>Quantization Method<\/b><\/td>\n<td>GGUF<\/td>\n<\/tr>\n<tr>\n<td><b>Typical GPU VRAM<\/b><\/td>\n<td>16GB-24GB<\/td>\n<\/tr>\n<\/table>\n<h4>A Versatile Choice for Developers<\/h4>\n<p>The Qwen3.6-35B-A3B-GGUF&#8217;s unique combination of high parameter count, optimized architecture, and quantized efficiency makes it an attractive option for developers seeking powerful yet accessible AI solutions. With its flexibility and customizability, this language model is poised to become a go-to choice for businesses and organizations looking to leverage AI in their workflows.What are some potential applications of the Qwen3.6-35B-A3B-GGUF? Here are a few possibilities:1. **Code Generation**: The Qwen3.6-35B-A3B-GGUF&#8217;s ability to generate code makes it an excellent tool for automating tasks, such as data processing and machine learning model development.2. **Multilingual Understanding**: This language model&#8217;s multilingual capabilities make it an ideal choice for businesses operating globally, allowing them to better understand and communicate with diverse customer bases.By exploring the potential applications of this groundbreaking language model, developers can unlock new opportunities for innovation and growth in their organizations.<\/p>\n<ol>\n<li>Downloader pulling specialized biomedical classification models for offline testing<\/li>\n<li>Qwen3.6-35B-A3B-GGUF Using Pinokio with 1M Context FREE<\/li>\n<li>Downloader pulling advanced upscaler model weights like SUPIR-v2 for Forge workflows<\/li>\n<li>How to Deploy Qwen3.6-35B-A3B-GGUF For Low VRAM (6GB\/8GB)<\/li>\n<li>Installer deploying offline documentation parsing model setups<\/li>\n<li>Run Qwen3.6-35B-A3B-GGUF Local Guide FREE<\/li>\n<\/ol>\n<p><a href='https:\/\/maviproductionstudios.com\/category\/addins\/'>https:\/\/maviproductionstudios.com\/category\/addins\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deploying this model locally is quickest when done via a simple curl command. Please follow the instructions listed below to get started. All large files and heavy weights are downloaded automatically by the script. The installer will automatically analyze your hardware and select the optimal configuration. \ud83d\udd12 Hash checksum: c526b4f595fa5268ab334a3759d48601 \u2022 \ud83d\udcc6 Last updated: 2026-07-12 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[231],"tags":[],"class_list":["post-7809","post","type-post","status-publish","format-standard","hentry","category-prompts"],"_links":{"self":[{"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/posts\/7809","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/comments?post=7809"}],"version-history":[{"count":1,"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/posts\/7809\/revisions"}],"predecessor-version":[{"id":7810,"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/posts\/7809\/revisions\/7810"}],"wp:attachment":[{"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/media?parent=7809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/categories?post=7809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/guillermoarmenta.com\/index.php\/wp-json\/wp\/v2\/tags?post=7809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}