{"id":40474,"date":"2025-09-24T22:05:28","date_gmt":"2025-09-24T14:05:28","guid":{"rendered":"https:\/\/17aitech.com\/?p=40474"},"modified":"2025-09-24T22:05:28","modified_gmt":"2025-09-24T14:05:28","slug":"%e4%b8%8d%e9%9d%a0%e8%8b%b1%e4%bc%9f%e8%be%be%ef%bc%8c%e4%b8%ad%e7%a7%91%e9%99%a2%e5%9c%a8%e5%9b%bd%e4%ba%a7-gpu-%e4%b8%8a%e8%b7%91%e9%80%9a-76b-%e7%b1%bb%e8%84%91%e5%a4%a7%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40474","title":{"rendered":"\u4e0d\u9760\u82f1\u4f1f\u8fbe\uff0c\u4e2d\u79d1\u9662\u5728\u56fd\u4ea7 GPU \u4e0a\u8dd1\u901a 76B \u7c7b\u8111\u5927\u6a21\u578b"},"content":{"rendered":"<p>\u8fc7\u53bb\u51e0\u5e74\uff0c\u5927\u6a21\u578b\u51e0\u4e4e\u90fd\u4f9d\u8d56 Transformer\uff0c\u5b83\u652f\u6491\u4e86 GPT\u3001Claude\u3001Gemini \u7b49\u4e00\u4f17\u524d\u6cbf\u6a21\u578b\u7684\u8fdb\u6b65\uff0c\u4f46\u4e5f\u4e00\u76f4\u88ab\u8bdf\u75c5\uff1a\u4e00\u65e6\u6587\u672c\u53d8\u957f\uff0c\u8ba1\u7b97\u91cf\u548c\u5185\u5b58\u6d88\u8017\u5c31\u4f1a\u6210\u500d\u81a8\u80c0\uff0c\u767e\u4e07\u7ea7 token \u51e0\u4e4e\u4e0d\u53ef\u627f\u53d7\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u51e0\u4e4e\u5b8c\u5168\u4f9d\u8d56 NVIDIA \u7684 GPU \u4f53\u7cfb\u3002\u4ece\u7b97\u529b\u5230\u8f6f\u4ef6\u6808\uff0c\u6574\u4e2a\u884c\u4e1a\u88ab\u7262\u7262\u7ed1\u5b9a\u5728 CUDA \u4e0a\uff0c\u786c\u4ef6\u81ea\u4e3b\u5316\u6210\u4e86\u8fdf\u8fdf\u8fc8\u4e0d\u8fc7\u53bb\u7684\u95e8\u69db\u3002<\/p>\n<p>\u6b63\u56e0\u4e3a\u5982\u6b64\uff0c\u4e1a\u754c\u4e00\u76f4\u5728\u5bfb\u627e\u201c\u4e0b\u4e00\u6761\u8def\u201d\u3002\u6709\u4eba\u5c1d\u8bd5\u6df7\u5408\u67b6\u6784\uff0c\u6709\u4eba\u7814\u7a76\u7a00\u758f\u4e13\u5bb6\uff0c\u4e5f\u6709\u4eba\u8bd5\u6c34\u7c7b\u8111\u8ba1\u7b97\u3002\u4f46\u8fd9\u4e9b\u63a2\u7d22\u5f80\u5f80\u505c\u7559\u5728\u5c0f\u89c4\u6a21\u5b9e\u9a8c\uff0c\u5f88\u5c11\u80fd\u771f\u6b63\u8dd1\u5230\u5927\u6a21\u578b\u5c42\u9762\u3002<\/p>\n<p>\u76f4\u5230\u6700\u8fd1\uff0c\u4e2d\u79d1\u9662\u56e2\u961f\u629b\u51fa\u4e86\u4e00\u7bc7\u65b0\u8bba\u6587\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u5168\u65b0\u7cfb\u5217\u7684\u7c7b\u8111\u5927\u6a21\u578b SpikingBrain\u3002\u4ed6\u4eec\u901a\u8fc7\u5f15\u5165 spiking \u795e\u7ecf\u5143\u3001\u7ebf\u6027\u6ce8\u610f\u529b\u548c\u7a00\u758f\u4e13\u5bb6\u673a\u5236\uff0c\u4e0d\u4ec5\u5728\u8d85\u957f\u6587\u672c\u5904\u7406\u4e0a\u5b9e\u73b0\u4e86 \u767e\u500d\u52a0\u901f\uff0c\u8fd8\u9996\u6b21\u5728 \u56fd\u4ea7 GPU \u5e73\u53f0 MetaX \u4e0a\u7a33\u5b9a\u8bad\u7ec3\u51fa 76B \u89c4\u6a21\u7684\u6a21\u578b\u3002<\/p>\n<p>\u540c\u65f6\uff0cSpikingBrain \u7684\u95ee\u4e16\u4e5f\u8bc1\u660e\u4e86\u5927\u6a21\u578b\u5e76\u4e0d\u662f\u53ea\u80fd\u4f9d\u8d56 Transformer + NVIDIA \u7684\u7ec4\u5408\uff0c\u53e6\u4e00\u6761\u901a\u5f80\u672a\u6765\u7684\u9053\u8def\u6b63\u5728\u88ab\u6253\u5f00\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-c169b2e1fc78be667968086576ae8603.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-c169b2e1fc78be667968086576ae8603.png\"><\/a><\/p>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.arxiv.org\/pdf\/2509.05276<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=40474\/#%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%9A%84%E6%96%B0%E7%AD%94%E6%A1%88\" >\u5927\u6a21\u578b\u7684\u65b0\u7b54\u6848<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=40474\/#%E4%BB%8E%E4%B8%8D%E5%8F%AF%E5%BE%AE%E5%88%B0%E5%8F%AF%E6%89%A9%E5%B1%95\" >\u4ece\u4e0d\u53ef\u5fae\u5230\u53ef\u6269\u5c55<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=40474\/#%E4%B8%80%E6%9D%A1%E8%A2%AB%E7%82%B9%E4%BA%AE%E7%9A%84%E6%96%B0%E8%B7%AF%E7%BA%BF\" >\u4e00\u6761\u88ab\u70b9\u4eae\u7684\u65b0\u8def\u7ebf<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%A8%A1%E5%9E%8B%E7%9A%84%E6%96%B0%E7%AD%94%E6%A1%88\"><\/span>\u5927\u6a21\u578b\u7684\u65b0\u7b54\u6848<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u5b9e\u9a8c\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u5728\u8d85\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u4e0a\u53d6\u5f97\u4e86\u7a81\u7834\u6027\u6210\u679c\u3002\u4ee5 SpikingBrain-7B \u4e3a\u4f8b\uff0c\u5f53\u8f93\u5165\u957f\u5ea6\u8fbe\u5230 400 \u4e07 token \u65f6\uff0c\u5176 Time-to-First-Token\uff08\u9996\u4e2a token \u751f\u6210\u5ef6\u8fdf\uff09\u6bd4\u4f20\u7edf Transformer \u5feb\u4e86 100 \u500d\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u539f\u672c\u9700\u8981\u957f\u65f6\u95f4\u7b49\u5f85\u7684\u8d85\u957f\u6587\u672c\u4efb\u52a1\uff0c\u5982\u4eca\u51e0\u4e4e\u53ef\u4ee5\u505a\u5230\u5373\u65f6\u54cd\u5e94\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-751fff73b096db9348fc6092184d07cd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-751fff73b096db9348fc6092184d07cd.png\"><\/a><\/p>\n<p>\u7531\u4e8e\u8109\u51b2\u795e\u7ecf\u5143\u53ea\u5728\u5fc5\u8981\u65f6\u624d\u4f1a\u201c\u653e\u7535\u201d\uff0c\u6a21\u578b\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e86 69.15% \u7684\u7a00\u758f\u6fc0\u6d3b\u7387\u2014\u2014\u4e5f\u5c31\u662f\u8bf4\uff0c\u5927\u591a\u6570\u795e\u7ecf\u5143\u5728\u5927\u90e8\u5206\u65f6\u95f4\u5904\u4e8e\u9759\u9ed8\u72b6\u6001\uff0c\u4e0d\u53c2\u4e0e\u8ba1\u7b97\u3002\u76f8\u6bd4\u59cb\u7ec8\u5168\u91cf\u6fc0\u6d3b\u7684 lf\uff0c\u8fd9\u79cd\u673a\u5236\u663e\u8457\u964d\u4f4e\u4e86\u7b97\u529b\u6d88\u8017\u548c\u80fd\u8017\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-489c33d9552db201cf98feeab461bc9e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-489c33d9552db201cf98feeab461bc9e.png\"><\/a><\/p>\n<p>\u5728\u8bad\u7ec3\u89c4\u6a21\u4e0a\uff0c\u7814\u7a76\u56e2\u961f\u5171\u4f7f\u7528 1500 \u4ebf token\uff0c\u5148\u540e\u8bad\u7ec3\u4e86\u4e24\u4e2a\u6838\u5fc3\u6a21\u578b\uff1aSpikingBrain-7B \u548c SpikingBrain-76B\u3002\u5c3d\u7ba1\u6240\u7528\u6570\u636e\u91cf\u8fdc\u5c11\u4e8e\u8bb8\u591a\u4e3b\u6d41\u5f00\u6e90\u5927\u6a21\u578b\uff0c\u8fd9\u4e24\u6b3e\u6a21\u578b\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\u4f9d\u7136\u80fd\u591f\u63a5\u8fd1\uff0c\u751a\u81f3\u5728\u90e8\u5206\u4efb\u52a1\u4e0a\u8ffd\u5e73\u4f20\u7edf Transformer\u3002\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-87bab612144743060cba8e952c85f337.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-87bab612144743060cba8e952c85f337.png\"><\/a><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-b49b994ac823faf033efba125a2c7345.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-b49b994ac823faf033efba125a2c7345.png\"><\/a><\/p>\n<p>\u66f4\u5173\u952e\u7684\u662f\uff0c\u8fd9\u4e9b\u8bad\u7ec3\u5b8c\u5168\u5728 \u56fd\u4ea7 MetaX C550 GPU \u96c6\u7fa4\u4e0a\u5b8c\u6210\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c7B \u6a21\u578b\u5728\u8be5\u5e73\u53f0\u4e0a\u8fbe\u5230\u4e86 23.4% \u7684 FLOPs \u5229\u7528\u7387\uff0c\u5145\u5206\u8bc1\u660e\u4e86\u5b83\u5728\u975e NVIDIA \u786c\u4ef6\u73af\u5883\u4e0b\u4f9d\u65e7\u80fd\u591f\u4fdd\u6301\u7a33\u5b9a\u9ad8\u6548\u7684\u8fd0\u884c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-b876980144f313dbd92b5f8b7b2a1784.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-b876980144f313dbd92b5f8b7b2a1784.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%8E%E4%B8%8D%E5%8F%AF%E5%BE%AE%E5%88%B0%E5%8F%AF%E6%89%A9%E5%B1%95\"><\/span>\u4ece\u4e0d\u53ef\u5fae\u5230\u53ef\u6269\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e9b\u7ed3\u679c\uff0c\u7814\u7a76\u56e2\u961f\u5728\u6a21\u578b\u7ed3\u6784\u3001\u8bad\u7ec3\u65b9\u6cd5\u548c\u7cfb\u7edf\u5de5\u7a0b\u4e09\u4e2a\u5c42\u9762\u90fd\u505a\u4e86\u5b9e\u9a8c\u63a2\u7d22\u3002<\/p>\n<p>\u5728\u67b6\u6784\u5b9e\u9a8c\u4e2d\uff0c\u56e2\u961f\u5bf9\u4f20\u7edf Transformer \u505a\u4e86\u5173\u952e\u6539\u9020\u3002\u9996\u5148\uff0c\u4ed6\u4eec\u5c06\u5168\u8fde\u63a5\u6ce8\u610f\u529b\u66ff\u6362\u4e3a \u7ebf\u6027\u6ce8\u610f\u529b\u548c\u6df7\u5408\u6ce8\u610f\u529b\uff0c\u4ece\u6839\u672c\u4e0a\u7f13\u89e3\u4e86\u8ba1\u7b97\u590d\u6742\u5ea6\u968f\u5e8f\u5217\u957f\u5ea6\u5e73\u65b9\u7ea7\u589e\u957f\u7684\u74f6\u9888\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u4ed6\u4eec\u5f15\u5165\u4e86 spiking \u795e\u7ecf\u5143\uff0c\u8ba9\u6a21\u578b\u50cf\u5927\u8111\u4e00\u6837\u201c\u6309\u9700\u653e\u7535\u201d\uff1a\u53ea\u6709\u5728\u9700\u8981\u65f6\u624d\u88ab\u6fc0\u6d3b\uff0c\u5927\u591a\u6570\u65f6\u95f4\u4fdd\u6301\u9759\u9ed8\u3002\u8fd9\u79cd\u7c7b\u8111\u673a\u5236\u5e26\u6765\u4e86\u5929\u7136\u7684\u7a00\u758f\u6027\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u65e0\u6548\u8ba1\u7b97\uff0c\u662f SpikingBrain \u5728\u80fd\u6548\u4e0a\u5b9e\u73b0\u63d0\u5347\u7684\u5173\u952e\u6240\u5728\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-951c18f9f6890c1524e644641f835a5a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/09\/frc-951c18f9f6890c1524e644641f835a5a.png\"><\/a><\/p>\n<p>\u800c\u5728\u7cfb\u7edf\u5b9e\u9a8c\u4e2d\uff0c\u6700\u68d8\u624b\u7684\u6311\u6218\u6765\u81ea\u786c\u4ef6\u73af\u5883\u3002\u56e2\u961f\u6ca1\u6709\u6cbf\u7528 NVIDIA \u7684\u6210\u719f\u4f53\u7cfb\uff0c\u800c\u662f\u9009\u62e9\u5728\u56fd\u4ea7 MetaX GPU 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