{"id":1817,"date":"2024-03-28T13:26:53","date_gmt":"2024-03-28T05:26:53","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=1817"},"modified":"2024-03-28T14:41:40","modified_gmt":"2024-03-28T06:41:40","slug":"openai%e5%85%ac%e5%85%b3%e8%b7%b3%e8%b5%b7%e6%9d%a5%e6%8d%82%e4%bb%96%e5%98%b4%ef%bc%9atransformer%e4%bd%9c%e8%80%85%e5%85%ac%e5%bc%80%e6%89%bf%e8%ae%a4%e5%8f%82%e4%b8%8eq","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2024\/03\/28\/openai%e5%85%ac%e5%85%b3%e8%b7%b3%e8%b5%b7%e6%9d%a5%e6%8d%82%e4%bb%96%e5%98%b4%ef%bc%9atransformer%e4%bd%9c%e8%80%85%e5%85%ac%e5%bc%80%e6%89%bf%e8%ae%a4%e5%8f%82%e4%b8%8eq\/","title":{"rendered":"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1817\" class=\"elementor elementor-1817\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac64f61 e-flex e-con-boxed e-con e-parent\" data-id=\"ac64f61\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0e2c71a e-flex e-con-boxed e-con e-parent\" data-id=\"0e2c71a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad6715a elementor-widget elementor-widget-text-editor\" data-id=\"ad6715a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-track=\"2\">Transformer\u4f5c\u8005\u4e2d\u552f\u4e00\u53bb\u4e86OpenAI\u7684\u90a3\u4f4d\uff0c\u516c\u5f00\u627f\u8ba4\u4e86\uff1a<\/p><p data-track=\"3\"><strong>\u4ed6\u53c2\u4e0e\u4e86Q*\u9879\u76ee\uff0c\u662f\u8fd9\u9879\u65b0\u6280\u672f\u7684\u53d1\u660e\u8005\u4e4b\u4e00\u3002<\/strong><\/p><p data-track=\"4\">\u8fd9\u51e0\u5929\u9664\u4e86\u82f1\u4f1f\u8fbe\u8001\u9ec4\u7ec4\u5c40\u628aTransformer\u4f5c\u8005\u805a\u9f50\uff0c\u4ed6\u4eec\u4e2d\u7684\u51e0\u4f4d\u8fd8\u63a5\u53d7\u4e86\u8fde\u7ebf\u6742\u5fd7\u7684\u91c7\u8bbf\uff0c\u671f\u95f4\u51fa\u4e86\u8fd9\u4e48\u4e00\u4e2a\u5c0f\u63d2\u66f2\u3002<\/p><p data-track=\"5\">\u5f53\u8bb0\u8005\u8bd5\u56fe\u8be2\u95ee<strong>Lukasz Kaiser<\/strong>\u66f4\u591a\u5173\u4e8eQ*\u7684\u95ee\u9898\u65f6\u65f6\uff0c<strong>OpenAI\u7684\u516c\u5173\u4eba\u5458\u51e0\u4e4e\u8df3\u8fc7\u684c\u5b50\u53bb\u6342\u4ed6\u7684\u5634<\/strong>\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/7fd7abd77321a799a6e3df767129a769.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"6\">\u00a0<\/p><p data-track=\"6\">\u7ed3\u5408\u5965\u7279\u66fc\u5728\u63a5\u53d7\u91c7\u8bbf\u65f6\uff0c\u6beb\u4e0d\u8fdf\u7591\u5730\u62d2\u7edd\u4e86\u76f8\u5173\u63d0\u95ee\uff0c\u201c\u6211\u4eec\u8fd8\u6ca1\u51c6\u5907\u597d\u8c08\u8bba\u8fd9\u4e2a\u8bdd\u9898\u201d\u3002<\/p><p data-track=\"7\">\u795e\u79d8Q*\uff0c\u6210\u4e86OpenAI\u5f53\u524d\u6700\u9700\u8981\u4fdd\u5b88\u7684\u79d8\u5bc6\u4e4b\u4e00\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/73a5d5e5a03d416fd22cd501fe7a3840.gif\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"8\">\u00a0<\/p><p data-track=\"8\">\u4e0d\u8fc7\u5bf9\u4e8eTransformer\u80cc\u540e\u7684\u5f00\u53d1\u5185\u5e55\uff0c\u4ee5\u53ca\u8c37\u6b4c\u7a76\u7adf\u4e3a\u4ec0\u4e48\u6ca1\u80fd\u5728\u5f97\u5230\u8fd9\u9879\u6280\u672f\u4e4b\u540e\u62a2\u5148\u63a8\u51fa\u8f70\u52a8\u4e16\u754c\u7684AI\u4ea7\u54c1\uff0c\u4f5c\u8005\u4eec\u900f\u9732\u4e86\u4e0d\u5c11\uff1a<\/p><ul><li data-track=\"9\">Noam Shazeer\uff08\u73b0Character.AI\u521b\u59cb\u4eba\uff09\u624d\u662f\u8d21\u732e\u6700\u5927\u7684<\/li><li data-track=\"10\">\u8c37\u6b4c\u65e9\u57282012\u5e74\u5c1d\u8bd5\u624b\u5f00\u53d1\u751f\u6210\u5f0fAI\u641c\u7d22<\/li><li data-track=\"11\">2017\u5e74\u4ed6\u4eec\u5c31\u5efa\u8bae\u8bad\u7ec3\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\uff0c\u4f46\u672a\u88ab\u9ad8\u5c42\u91c7\u7eb3<\/li><\/ul><p data-track=\"12\">\u603b\u4e4b\uff0c\u4fe1\u606f\u91cf\u6bd4\u51e0\u4f4d\u5728\u8001\u9ec4\u7684\u5706\u684c\u8bba\u575b\u4e0a\u5546\u4e1a\u4e92\u5439\u8981\u9ad8\u5f97\u591a\u3002<\/p><p data-track=\"13\">\u300aAttention is all you need\u300b\u53d1\u8868\u4e8e2017\u5e74\uff0c\u5230\u73b0\u5728\u88ab\u5f15\u6b21\u6570\u5df2\u8d85\u8fc711\u4e07\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/e34cdb50fd11facb7b62748dc0de1ab4.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"14\">\u00a0<\/p><p data-track=\"14\">\u5b83\u4e0d\u4ec5\u662f\u5f53\u4ecaChatGPT\u4e3a\u4ee3\u8868\u7684\u5927\u6a21\u578b\u6280\u672f\u8d77\u6e90\u4e4b\u4e00\uff0c\u5176\u4e2d\u4ecb\u7ecd\u7684Transformer\u67b6\u6784\u548c\u6ce8\u610f\u529b\u673a\u5236\u4e5f\u88ab\u7528\u5728\u4e86Sora\u3001AlphaFold\u7b49\u4f17\u591a\u6539\u53d8\u4e16\u754c\u7684AI\u6280\u672f\u4e4b\u4e2d\uff0c\u662f\u5f53\u4e4b\u65e0\u6127\u7684\u4f20\u5947\u3002<\/p><p data-track=\"15\">\u4e3a\u4ec0\u4e48\u662f\u8c37\u6b4c\u80fd\u641e\u51fa\u8fd9\u7b49\u6210\u679c\uff1f\u8c37\u6b4c\u53c8\u4e3a\u4ec0\u4e48\u5728\u540e\u6765\u7684\u5927\u6a21\u578b\u7ade\u4e89\u4e2d\u843d\u540e\uff1f<\/p><p data-track=\"16\">\u6574\u4e2a\u6545\u4e8b\u8fd8\u8981\u4ece2012\u5e74\u8bf4\u8d77\u3002<\/p><h1 class=\"pgc-h-arrow-right\" data-track=\"17\"><span style=\"font-size: 24px;\">\u8c37\u6b4c\u5bb3\u6015Siri\u62a2\u996d\u7897<\/span><\/h1><p data-track=\"18\">2011\u5e74\u5e95\uff0c\u82f9\u679c\u6b63\u5f0f\u63a8\u51faSiri\uff0c\u8bd5\u56fe\u5728\u5bf9\u8bdd\u4e2d\u63d0\u4f9b\u5bf9\u95ee\u9898\u7684\u7b54\u6848\u3002<\/p><p data-track=\"19\"><strong>\u8c37\u6b4c\u9ad8\u5c42\u5982\u4e34\u5927\u654c\uff0c\u8ba4\u4e3aSiri\u53ef\u80fd\u4f1a\u62a2\u8d70\u4ed6\u4eec\u7684\u641c\u7d22\u6d41\u91cf\u3002<\/strong><\/p><p data-track=\"20\">2012\u5e74\uff0c\u4e00\u4e2a\u56e2\u961f\u81f4\u529b\u4e8e\u5f00\u53d1\u65b0\u529f\u80fd\uff0c\u671f\u671b\u80fd<strong>\u5728\u641c\u7d22\u9875\u9762\u4e0a\u76f4\u63a5\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898<\/strong>\uff0c\u800c\u4e0d\u7528\u70b9\u51fb\u94fe\u63a5\u8df3\u8f6c\u5230\u5176\u4ed6\u7f51\u7ad9\u3002<\/p><p data-track=\"21\">\u6700\u7ec8\u8fd9\u9879\u52aa\u529b\u50ac\u751f\u51fa\u4e86Transformer\u67b6\u6784\uff0c\u80fd\u6709\u6548\u5728\u6570\u636e\u548c\u7b97\u529b\u4e0a\u6269\u5c55\uff0c\u5bfc\u81f4\u4e86\u6574\u4e2aAI\u9886\u57df\u91cd\u5927\u7a81\u7834\u3002<\/p><p data-track=\"22\"><strong>Jokob Uszkoreit<\/strong>\uff08\u73b0AI\u751f\u7269\u6280\u672f\u516c\u53f8Inceptive\u8054\u5408\u521b\u59cb\u4eba\uff09\u5c31\u662f\u5728\u8fd9\u4e2a\u65f6\u5019\u653e\u5f03\u653b\u8bfb\u535a\u58eb\u5b66\u4f4d\u52a0\u5165\u4e86\u8fd9\u4e2a\u56e2\u961f\uff0c<strong>\u6210\u4e3aTransformer\u6700\u521d\u7684\u8d77\u70b9\u3002<\/strong><\/p><p data-track=\"23\">\u4ed6\u6765\u81ea\u5fb7\u56fd\uff0c\u7855\u58eb\u6bd5\u4e1a\u4e8e\u67cf\u6797\u5de5\u4e1a\u5927\u5b66\uff0c\u7236\u4eb2Hans Uszkoreit\u662f\u8457\u540d\u8ba1\u7b97\u8bed\u8a00\u5b66\u5bb6\u3001\u6b27\u6d32\u79d1\u5b66\u9662\u9662\u58eb\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/27e1ba1d140344a34bcffff280fc5082.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"24\">\u5728Uszkoreit\uff08\u540e\u7b80\u79f0\u4e4c\u5179\u54e5\uff09\u73b0\u5728\u770b\u6765\uff0c\u8c37\u6b4c\u9ad8\u5c42\u5f53\u65f6\u5bf9Siri\u7684\u6050\u614c\u662f\u6ca1\u5fc5\u8981\u7684\uff0cSiri\u4ece\u672a\u771f\u6b63\u5a01\u80c1\u5230\u8fc7\u8c37\u6b4c\u7684\u4e1a\u52a1\uff0c\u4f46\u4ed6\u5f88\u9ad8\u5174\u80fd\u6709\u673a\u4f1a\u6df1\u5165\u7814\u7a76AI\u548c\u5bf9\u8bdd\u7cfb\u7edf\u3002<\/p><p data-track=\"25\">2012\u5e74\u4e5f\u662fAlexNet\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u5927\u83b7\u6210\u529f\u3001\u795e\u7ecf\u7f51\u7edc\u590d\u5174\u7684\u65f6\u5019\uff0c\u8c37\u6b4c<strong>\u75af\u72c2\u5730\u5b89\u6392\u5458\u5de5\u5c1d\u8bd5\u7c7b\u4f3c\u7684\u6280\u672f<\/strong>\uff0c\u5e0c\u671b\u80fd\u5f00\u53d1\u51fa\u81ea\u52a8\u8865\u5168\u7535\u5b50\u90ae\u4ef6\u7684\u529f\u80fd\uff0c\u6216\u76f8\u5bf9\u7b80\u5355\u7684\u5ba2\u6237\u670d\u52a1\u804a\u5929\u673a\u5668\u4eba\u3002<\/p><p data-track=\"26\">\u5f53\u65f6\u6700\u88ab\u8ba4\u53ef\u7684\u65b9\u6848\u662f\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc<strong>LSTM<\/strong>\uff0c\u4f46\u8fd9\u9879\u6280\u672f\u53ea\u80fd\u6309\u7167\u987a\u5e8f\u5904\u7406\u53e5\u5b50\uff0c\u65e0\u6cd5\u6709\u6548\u5229\u7528\u6587\u7ae0\u540e\u9762\u53ef\u80fd\u51fa\u73b0\u7684\u7ebf\u7d22\u3002<\/p><p data-track=\"27\">\u76f4\u52302014\u5e74\u5de6\u53f3\u624d\u6709\u4e86\u65b0\u8fdb\u5c55\uff0c\u4e4c\u5179\u54e5\u5f00\u59cb\u5c1d\u8bd5\u73b0\u5728\u88ab\u79f0\u4e3a\u201c\u81ea\u6ce8\u610f\u529b\u201d\u7684\u65b9\u6cd5\u3002<\/p><h1 class=\"pgc-h-arrow-right\" data-track=\"28\"><span style=\"font-size: 24px;\">\u6ce8\u610f\u529b\u673a\u5236\u8bde\u751f<\/span><\/h1><p data-track=\"29\">\u4e4c\u5179\u54e5\u8ba4\u4e3a\u81ea\u6ce8\u610f\u529b\u6a21\u578b\u53ef\u80fd\u6bd4\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u66f4\u5feb\u3001\u66f4\u6709\u6548\uff0c\u5904\u7406\u4fe1\u606f\u7684\u65b9\u5f0f\u4e5f\u975e\u5e38\u9002\u5408\u64c5\u957f\u5e76\u884c\u5904\u7406\u7684GPU\u3002<\/p><p data-track=\"30\">\u4f46\u5f53\u65f6\uff0c\u5305\u62ec\u4ed6\u7684\u5b66\u672f\u5927\u725b\u7236\u4eb2\u5728\u5185\uff0c\u8bb8\u591a\u4eba\u90fd\u4e0d\u770b\u597d\uff0c\u8ba4\u4e3a\u629b\u5f03\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5c31\u662f\u4e00\u79cd\u5f02\u7aef\u3002<\/p><p data-track=\"31\">\u4e4c\u5179\u54e5\u82b1\u4e86\u4e00\u4e9b\u529b\u6c14\u8bf4\u670d\u51e0\u4f4d\u540c\u4e8b\u4e00\u8d77\u8bd5\u9a8c\u65b0\u60f3\u6cd5\uff0c\u5e76\u4e8e2016\u5e74\u53d1\u8868\u4e86\u4e00\u7bc7\u76f8\u5173\u8bba\u6587\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/de65799ed23390cea96a7cb3fc1d4021.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"32\">\u00a0<\/p><p data-track=\"32\">\u5728\u8fd9\u9879\u7814\u7a76\u4e2d\u53ea\u4f7f\u7528\u4e86\u6781\u5c0f\u7684\u6587\u672c\u8bad\u7ec3\uff08SNLI\u6570\u636e\u96c6\uff0c\u5305\u542b57\u4e07\u4e2a\u4eba\u7c7b\u5199\u7684\u82f1\u8bed\u53e5\u5b50\uff09\u3002<\/p><p data-track=\"33\"><strong>\u4e4c\u5179\u54e5\u5e0c\u671b\u8fdb\u4e00\u6b65\u63a8\u8fdb\u4ed6\u4eec\u7684\u7814\u7a76\uff0c\u4f46\u4ed6\u7684\u5408\u4f5c\u8005\u90fd\u4e0d\u611f\u5174\u8da3\u518d\u7ee7\u7eed\u4e86\u3002<\/strong><\/p><p data-track=\"34\">\u5176\u4ed6\u7814\u7a76\u4eba\u5458\u5c31\u50cf\u5728\u7b54\u9898\u95ef\u5173\u4e2d\u521a\u7b54\u5bf9\u4e86\u4e00\u9053\u9898\u5c31\u5e26\u7740\u5fae\u8584\u7684\u5956\u91d1\u79bb\u5f00\uff0c\u4f46\u4e4c\u5179\u54e5\u575a\u6301\u8ba4\u4e3a\u81ea\u6ce8\u610f\u529b\u673a\u5236\u53ef\u4ee5\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\uff0c\u5f00\u59cb\u5728\u516c\u53f8\u91cc\u5230\u5904\u627e\u4eba\u5b89\u5229\u4ed6\u7684\u60f3\u6cd5\u3002<\/p><p data-track=\"35\">2016\u5e74\u7684\u4e00\u5929\uff0c\u4ed6\u7ec8\u4e8e\u9047\u5230\u5fd7\u540c\u9053\u5408\u7684\u4eba<strong>Illia Polosukhin<\/strong>\uff08\u73b0\u533a\u5757\u94fe\u516c\u53f8NEAR Protocol\u521b\u59cb\u4eba\uff09\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/724c34148c772bf4d20ea53fb5b266a5.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><h1 class=\"pgc-h-arrow-right\" data-track=\"36\"><span style=\"font-size: 24px;\">\u96c6\u9f508\u4f4d\u5706\u684c\u9a91\u58eb<\/span><\/h1><p data-track=\"37\">Polosukhin\uff08\u540e\u7b80\u79f0\u83e0\u841d\u54e5\uff09\u5f53\u65f6\u5df2\u5728\u8c37\u6b4c\u5de5\u4f5c\u4e09\u5e74\uff0c\u88ab\u5206\u914d\u5230\u4e3a\u641c\u7d22\u95ee\u9898\u76f4\u63a5\u63d0\u4f9b\u7b54\u6848\u7684\u56e2\u961f\u3002<\/p><p data-track=\"38\">\u83e0\u841d\u54e5\u7684\u8fdb\u5c55\u4e0d\u987a\u5229\uff0c\u56e0\u4e3a\u4ece\u7528\u6237\u4f53\u9a8c\u51fa\u53d1\uff0c<strong>\u9700\u8981\u5728\u51e0\u6beb\u79d2\u5185\u5bf9\u95ee\u9898\u4ea7\u751f\u56de\u5e94<\/strong>\uff0c\u5f53\u65f6\u8fd8\u6ca1\u6709\u8fd9\u4e48\u9ad8\u6027\u80fd\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p><p data-track=\"39\">\u4e4c\u5179\u54e5\u4e0e\u83e0\u841d\u54e5\u5171\u8fdb\u5348\u9910\u7684\u65f6\u5019\u542c\u8bf4\u8fd9\u4e8b\uff0c\u6beb\u4e0d\u72b9\u8c6b\u7684\u5b89\u5229\u8d77\u4ed6\u7684\u81ea\u6ce8\u610f\u529b\u673a\u5236\u3002<\/p><p data-track=\"40\">\u83e0\u841d\u54e5\u66fe\u900f\u9732\uff0c\u4ed6\u540e\u6765\u89c9\u5f97A\u81ea\u6ce8\u610f\u529b\u5c31\u50cf\u79d1\u5e7b\u5c0f\u8bf4<strong>\u300a\u4f60\u4e00\u751f\u7684\u6545\u4e8b\u300b<\/strong>\u4ee5\u53ca\u6539\u7f16\u7535\u5f71<strong>\u300a\u964d\u4e34\u300b<\/strong>\u91cc\u5916\u661f\u4eba\u201c\u4e03\u80a2\u6876\u201d\u7684\u8bed\u8a00\uff0c\u6ca1\u6709\u5148\u540e\u987a\u5e8f\uff0c\u800c\u662f\u50cf\u51e0\u4f55\u56fe\u6848\u4e00\u6837\u6392\u5217\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/b1ef7e04ac3b359e577c5a7145b34ac9.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"41\">\u00a0<\/p><p data-track=\"41\">\u603b\u4e4b\uff0c\u83e0\u841d\u54e5\u540e\u6765\u4e0d\u4ec5\u540c\u610f\u5c1d\u8bd5\uff0c\u8fd8\u62c9\u6765\u4e86\u7b2c\u4e09\u4f4d\u6210\u5458<strong>Ashish Vaswani<\/strong>\u5408\u4f5c\uff08\u5148\u540e\u521b\u529e\u4e86Adept AI\u548cEssential AI\uff09\u3002<\/p><p data-track=\"42\">Vaswani\uff08\u540e\u7b80\u79f0\u74e6\u65af\u54e5\uff09\u6765\u81ea\u5370\u5ea6\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u5357\u52a0\u5dde\u5927\u5b66\u540e\u52a0\u5165\u8c37\u6b4c\u5927\u8111\uff0c\u76f8\u4fe1\u795e\u7ecf\u7f51\u7edc\u5c06\u4fc3\u8fdb\u4eba\u7c7b\u6574\u4f53\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/4742e836b9204569be0222aa91c7ddec.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"43\">\u00a0<\/p><p data-track=\"43\">\u4e09\u4f4d\u7814\u7a76\u4eba\u5458\u5171\u540c\u8d77\u8349\u4e86Transformer\u7684\u8bbe\u8ba1\u6587\u6863\uff0c\u4ed6\u4eec\u4ece\u7b2c\u4e00\u5929\u5f00\u59cb\u5c31\u9009\u62e9\u4e86\u540c\u6837\u4ee3\u8868<strong>\u201c\u53d8\u5f62\u91d1\u521a\u201d<\/strong>\u7684\u8fd9\u4e2a\u540d\u5b57\uff0c\u56e0\u4e3a<strong>\u201c\u7cfb\u7edf\u4f1a\u6539\u53d8\u63a5\u6536\u5230\u7684\u4fe1\u606f\u201d<\/strong>\uff0c\u4e5f\u56e0\u4e3a\u83e0\u841d\u54e5\u5c0f\u65f6\u5019\u559c\u6b22\u73a9\u53d8\u5f62\u91d1\u521a\u73a9\u5177\u3002<\/p><p data-track=\"44\">\u4e0d\u8fc7\u83e0\u841d\u54e5\u6ca1\u8fc7\u591a\u4e45\u5c31\u4ece\u8c37\u6b4c\u79bb\u5f00\u53bb\u521b\u4e1a\u4e86\uff0c\u540c\u65f6\uff0c\u5176\u4ed6\u6210\u5458\u9646\u7eed\u52a0\u5165\u8fd9\u4e2a\u5c0f\u961f\u4f0d\u3002<\/p><p data-track=\"45\">2017\u5e74\u521d\uff0c\u7b2c\u56db\u4f4d\u6210\u5458<strong>Niki Parmar<\/strong>\uff08\u540e\u7b80\u79f0\u5e15\u59d0\uff09\u52a0\u5165\uff0c\u4ed6\u4e0e\u74e6\u65af\u54e5\u540c\u6837\u6765\u81ea\u5370\u5ea6\u3001\u4e5f\u90fd\u6bd5\u4e1a\u4e8e\u5357\u52a0\u5927\uff0c\u540e\u6765\u4e24\u4eba\u4e5f\u6210\u4e86\u521b\u4e1a\u4f19\u4f34\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/b0b9ce9eaf4a32a333f0b91ec15fbfd2.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"46\">\u00a0<\/p><p data-track=\"46\">\u540e\u9762\u51e0\u4f4d\u6210\u5458\u7684\u52a0\u5165\u591a\u5c11\u90fd\u5e26\u70b9\u620f\u5267\u6027\u3002<\/p><p data-track=\"47\">\u7b2c\u4e94\u4f4d<strong>Llion Jones<\/strong>\uff08\u540e\u7b80\u79f0\u56e7\u54e5\uff09\u6765\u81ea\u82f1\u56fd\uff0c2009\u5e74\u7855\u58eb\u6bd5\u4e1a\u4e8e\u4f2f\u660e\u7ff0\u5927\u5b66\uff0c\u4f46\u6709\u597d\u51e0\u4e2a\u6708\u627e\u4e0d\u5230\u5de5\u4f5c\u9760\u6551\u6d4e\u91d1\u5de5\u4f5c\u30022012\u5e74\u4ed6\u5148\u52a0\u5165Youtube\u56e2\u961f\uff0c\u540e\u8fdb\u5165\u8c37\u6b4c\u7814\u7a76\u9662\u3002<\/p><p data-track=\"48\">\u4ed6\u662f\u56e2\u961f\u4e2d\u6700\u665a\u4ece\u8c37\u6b4c\u79bb\u804c\u7684\uff0c\u53bb\u5e74\u5728\u65e5\u672c\u6210\u7acb\u4e86Sakana AI\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/44346424a49c9991ea0adbad744e2233.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"49\">\u00a0<\/p><p data-track=\"49\">\u56e7\u54e5\u662f\u4ece\u53e6\u4e00\u4f4d\u540c\u4e8b<strong>Mat Kelcey<\/strong>\uff08\u4ed6\u5c31\u51fa\u73b0\u4e00\u6b21\uff0c\u4e0d\u7528\u7b80\u79f0\u4e86\uff09\u90a3\u91cc\u542c\u8bf4Transformer\u7684\uff0c\u4e0d\u8fc7Kelcey\u81ea\u5df1\u5f53\u65f6\u5e76\u4e0d\u770b\u597d\u8fd9\u4e2a\u9879\u76ee\u3002<\/p><p data-track=\"50\">Kelcey\u4fe1\u5949\u8d1d\u53f6\u65af\uff0c\u4ed6\u7684\u5934\u50cf\u662fAI\u9884\u6d4b\u4ed6\u662f\u6280\u672f\u5b85\u7684\u6982\u7387\u4e3a60%\u3002\u540e\u6765\u4ed6\u8ba4\u4e3a\u6ca1\u52a0\u5165Transformer\u56e2\u961f\u8fd9\u662f\u4ed6\u4e00\u751f\u4e2d\u6700\u5927\u7684\u9884\u6d4b\u5931\u8bef\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/fdb39ca2684a964a124133f8ac417550.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"51\">\u00a0<\/p><p data-track=\"51\">\u8bdd\u8bf4\u56de\u6765\uff0c\u7b2c\u516d\u4f4d<strong>Aidan Gomaz<\/strong>\uff08\u540e\u7b80\u79f0\u5272\u9ea6\u5b50\uff0c\u73b0AI\u516c\u53f8Cohere\u521b\u59cb\u4eba\uff09\u662f\u6700\u5e74\u8f7b\u7684\uff0c\u4ed6\u5728\u591a\u4f26\u591a\u5927\u5b66\u8bfb\u5927\u4e09\u65f6\u52a0\u5165Hinton\u7684\u5b9e\u9a8c\u5ba4\uff0c\u4e3b\u52a8\u7ed9\u8c37\u6b4c\u91cc\u5404\u79cd\u5199\u8fc7\u6709\u610f\u601d\u8bba\u6587\u7684\u4eba\u53d1\u90ae\u4ef6\u7533\u8bf7\u5408\u4f5c\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/b2c1f9c91685feb20a2b034cca3d5b52.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"52\">\u00a0<\/p><p data-track=\"52\">\u7b2c\u4e03\u4f4d<strong>Lukasz Kaiser<\/strong>\uff08\u540e\u7b80\u79f0\u51ef\u54e5\uff0c\u73b0OpenAI\u7814\u7a76\u5458\uff09\u9080\u8bf7\u4e86\u5272\u9ea6\u5b50\u53c2\u4e0e\u5b9e\u4e60\u3002\u76f4\u5230\u51e0\u4e2a\u6708\u540e\uff0c\u5272\u9ea6\u5b50\u624d\u77e5\u9053\u8fd9\u5b9e\u4e60\u672c\u6765\u662f\u9488\u5bf9\u535a\u58eb\u751f\u7684\uff0c\u800c\u4e0d\u662f\u4ed6\u4e00\u4e2a\u672c\u79d1\u751f\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/9181297a98295c6ffed881e57f9501f9.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"53\">\u00a0<\/p><p data-track=\"53\">\u51ef\u54e5\u6765\u81ea\u6ce2\u5170\uff0c\u672c\u6765\u505a\u7684\u662f\u7406\u8bba\u8ba1\u7b97\u673a\u5de5\u4f5c\uff0c\u540e\u6765\u53d1\u73b0\u81ea\u6ce8\u610f\u529b\u5bf9\u4ed6\u4eec\u5f53\u65f6\u6b63\u5728\u89e3\u51b3\u7684\u95ee\u9898\uff08\u53ef\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u5927\u578b\u81ea\u56de\u5f52\u6a21\u578b\uff09\u662f\u4e00\u79cd\u6709\u524d\u9014\u4e14\u66f4\u6fc0\u8fdb\u7684\u65b9\u6848\uff0c\u4e24\u4eba\u5c31\u52a0\u5165\u4e86Transformer\u56e2\u961f\u3002<\/p><p data-track=\"54\">\u516d\u4eba\uff08\u83e0\u841d\u54e5\u5df2\u7ecf\u521b\u4e1a\u53bb\u4e86\uff09\u805a\u5230\u4e00\u8d77\u540e\uff0c\u56e2\u961f\u5f00\u59cb\u628a\u8bd5\u9a8c\u65b9\u5411\u5b9a\u5728<strong>\u673a\u5668\u7ffb\u8bd1<\/strong>\uff0c\u4f7f\u7528BLEU\u57fa\u51c6\u6d4b\u8bd5\u6765\u628a\u6a21\u578b\u7ffb\u8bd1\u7ed3\u679c\u4e0e\u4eba\u5de5\u7ffb\u8bd1\u505a\u6bd4\u8f83\u3002<\/p><p data-track=\"55\"><strong>\u65e9\u671fTransformer\u539f\u578b\u8868\u73b0\u4e0d\u9519\uff0c\u4f46\u53ea\u662f\u4e0eLSTM\u65b9\u6848\u5dee\u4e0d\u591a\uff0c\u5e76\u6ca1\u6709\u66f4\u597d\u3002<\/strong><\/p><p data-track=\"56\">\u6b64\u65f6\uff0c\u7b2c\u516b\u4f4d\u5173\u952e\u6210\u5458<strong>Noam Shazeer<\/strong>\uff08\u540e\u7b80\u79f0\u6c99\u54e5\uff09\u51fa\u573a\u4e86\uff0c\u4ed6\u6bd5\u4e1a\u4e8e\u675c\u514b\u5927\u5b66\uff0c2000\u5e74\u52a0\u5165\u8c37\u6b4c\uff0c\u5f53\u65f6\u5168\u516c\u53f8\u53ea\u6709200\u4eba\u5de6\u53f3\uff0c<\/p><p data-track=\"57\">\u540e\u6765\u4ed6\u6210\u4e3a\u8c37\u6b4c\u5185\u90e8\u7684\u4f20\u5947\u4eba\u7269\uff0c\u53c2\u4e0e\u4e86\u8c37\u6b4c\u641c\u7d22\u7684\u62fc\u5199\u7ea0\u6b63\u529f\u80fd\uff0c\u4e5f\u8d1f\u8d23\u8fc7\u65e9\u671f\u5e7f\u544a\u7cfb\u7edf\uff0c2021\u5e74\u79bb\u5f00\u8c37\u6b4c\u540e\u521b\u529e\u4e86Character.AI\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/7c7451303b789a19e803398413ec13be.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"58\">\u00a0<\/p><p data-track=\"58\">\u636e\u6c99\u54e5\u56de\u5fc6\uff0c\u5f53\u65f6\u4ed6\u6b63\u5728\u529e\u516c\u697c\u8d70\u5eca\u91cc\u8d70\uff0c\u7ecf\u8fc7\u51ef\u54e5\u7684\u5de5\u4f4d\u65f6\u542c\u5230\u6fc0\u70c8\u7684\u5bf9\u8bdd\uff1a\u74e6\u65af\u54e5\u6b63\u5728\u8c08\u8bba\u5982\u4f55\u4f7f\u7528\u81ea\u6ce8\u610f\u529b\uff0c\u800c\u5e15\u59d0\u5bf9\u6b64\u5f88\u5174\u594b\u3002<\/p><p data-track=\"59\">\u6c99\u54e5\u89c9\u5f97\u8fd9\u662f\u4e00\u7fa4\u6709\u8da3\u7684\u806a\u660e\u4eba\u5728\u505a\u6709\u524d\u9014\u7684\u5de5\u4f5c\uff0c\u6700\u7ec8\u88ab\u51ef\u54e5\u8bf4\u670d\u52a0\u5165\u3002<\/p><p data-track=\"60\">\u81f3\u6b64\uff0c8\u4f4d\u4f20\u5947\u4eba\u7269\u7ec8\u4e8e\u5168\u90e8\u767b\u573a\u3002<\/p><h1 class=\"pgc-h-arrow-right\" data-track=\"61\"><span style=\"font-size: 24px;\">\u51b2\u523aNIPS<\/span><\/h1><p data-track=\"62\">\u6c99\u54e5\u7684\u52a0\u5165\u81f3\u5173\u91cd\u8981\uff0c\u4ed6\u7528\u81ea\u5df1\u7684\u60f3\u6cd5\u91cd\u65b0\u7f16\u5199\u4e86\u6574\u4e2a\u4ee3\u7801\uff0c\u628a\u6574\u4e2a\u7cfb\u7edf\u63d0\u5347\u5230\u4e86\u4e00\u4e2a\u65b0\u7684\u6c34\u5e73\u3002<\/p><p data-track=\"63\">\u56e2\u961f\u4e00\u4e0b\u5145\u6ee1\u52a8\u529b\uff0c\u5f00\u59cb\u62fc\u547d\u5377\u81ea\u5df1\uff0c\u60f3\u57282017\u5e74NIPS\uff08\u540e\u6539\u540dNeurIPS\uff09\u622a\u6b62\u76845\u670819\u65e5\u4e4b\u524d\u5b8c\u6210\u3002<\/p><p data-track=\"64\">Deadline\u524d\u7684\u6700\u540e\u4e24\u5468\uff0c\u4ed6\u4eec\u5927\u90e8\u5206\u65f6\u95f4\u90fd\u5728\u5496\u5561\u673a\u9644\u8fd1\u7684\u529e\u516c\u5ba4\uff0c\u5f88\u5c11\u7761\u89c9\u3002<\/p><p data-track=\"65\">\u5272\u9ea6\u5b50\u4f5c\u4e3a\u5b9e\u4e60\u751f\u4e0d\u65ad\u5730\u75af\u72c2\u8c03\u8bd5\uff0c\u8bd5\u9a8c\u5404\u79cd\u6280\u5de7\u548c\u7f51\u7edc\u6a21\u5757\u7684\u6392\u5217\u7ec4\u5408\u3002<\/p><p data-track=\"66\">\u6700\u7ec8\u5728\u6c99\u54e5\u7684\u5e2e\u52a9\u4e0b\uff0c\u4eba\u4eec\u73b0\u5728\u6240\u77e5\u9053\u7684Transformer\u67b6\u6784\u8bde\u751f\u4e86\uff0c\u76f8\u6bd4\u8bd5\u9a8c\u4e2d\u7684\u5176\u4ed6\u65b9\u6848\u663e\u5f97\u975e\u5e38<strong>\u201c\u6781\u7b80\u4e3b\u4e49\u201d<\/strong>\u3002\u4ed6\u4eec\u8fd9\u6837\u8bc4\u4ef7\uff1a<\/p><blockquote class=\"pgc-blockquote-abstract\"><p data-track=\"67\">Noam\uff08\u6c99\u54e5\uff09\u662f\u4e00\u4e2a\u5deb\u5e08\u3002<\/p><\/blockquote><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/e5d2e863a7f9f59afa5aba3abb4310f1.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"68\">\u00a0<\/p><p data-track=\"68\">\u6c99\u54e5\u5389\u5bb3\uff0c\u4f46\u662f\u6c99\u54e5\u5e76\u4e0d\u81ea\u77e5\u3002\u770b\u5230\u8bba\u6587\u8349\u7a3f\u7684\u65f6\u5019\uff0c\u4ed6\u53d1\u73b0\u81ea\u5df1\u662f\u4e00\u4f5c\u8fd8\u5f88\u60ca\u8bb6\u3002<\/p><p data-track=\"69\">\u8ba8\u8bba\u4e00\u756a\u540e\uff0c\u6700\u7ec8\u4ed6\u4eec\u51b3\u5b9a\u6253\u7834\u5b66\u672f\u754c\u4e00\u4f5c\u4e8c\u4f5c\u901a\u8baf\u4f5c\u7684\u89c4\u5219\uff0c<strong>\u968f\u673a\u6392\u5e8f\uff0c\u5e76\u7ed9\u6bcf\u4e2a\u4eba\u540d\u5b57\u540e\u90fd\u6253\u4e0a\u661f\u53f7\uff0c\u811a\u6ce8\u6807\u660e\u90fd\u662f\u5e73\u7b49\u8d21\u732e\u8005<\/strong>\u3002<\/p><p data-track=\"70\">\u5728\u7ed9\u8bba\u6587\u53d6\u540d\u5b57\u7684\u9636\u6bb5\uff0c\u6765\u81ea\u82f1\u56fd\u7684\u56e7\u54e5\u63d0\u8bae\u501f\u7528<strong>\u62ab\u5934\u58eb<\/strong>\u4e50\u961f\u7684\u6b4c\u66f2\u300aAll You Need Is Love\u300b\uff0c\u6539\u6210\u300aAttention is all you need\u300b\uff0c\u5176\u4ed6\u4eba\u4e5f\u540c\u610f\u4e86\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/af482736adf678aa2f3250da322c823a.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"71\">\u00a0<\/p><p data-track=\"71\">\u4ed6\u4eec\u8bad\u7ec3\u4e86\u57fa\u7840\u548c\u5927\u676f\u4e24\u4e2a\u6a21\u578b\uff0c\u5176\u4e2d65M\u57fa\u7840\u7248\u5c31\u51fb\u8d25\u4e86\u6240\u6709\u540c\u7ea7\u7ade\u4e89\u5bf9\u624b\uff0c213M\u5927\u676f\u7248\u751a\u81f3\u7834\u4e86BLEU\u6d4b\u8bd5\u7684\u8bb0\u5f55\uff0c\u540c\u65f6\u8ba1\u7b97\u6548\u7387\u4e5f\u66f4\u9ad8\u3002<\/p><p data-track=\"72\">\u76f4\u5230\u622a\u6b62\u65e5\u671f\u6700\u540e\u51e0\u5206\u949f\uff0c\u4ed6\u4eec\u8fd8\u5728\u7ee7\u7eed\u6536\u96c6\u5b9e\u9a8c\u7ed3\u679c\uff0c\u82f1\u6cd5\u7ffb\u8bd1\u7684\u6570\u636e\u662f\u6700\u540e5\u5206\u949f\u51fa\u6765\u7684\uff0c<strong>\u8bba\u6587\u5728\u6700\u540e\u4e24\u5206\u949f\u63d0\u4ea4<\/strong>\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/b01a9f5f80ce5294a115e7ff65ac23ef.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"73\">\u00a0<\/p><p data-track=\"73\">\u5f53\u65f6\u5b66\u672f\u4f1a\u8bae\u5ba1\u7a3f\u4eba\u7684\u53cd\u5e94\u4e0d\u4e00\uff0c\u4e00\u4e2a\u8bc4\u4ef7\u79ef\u6781\uff0c\u4e00\u4e2a\u8bc4\u4ef7\u975e\u5e38\u79ef\u6781\uff0c\u7b2c\u4e09\u4e2a\u8bc4\u4ef7\u662f\u53ea\u662f\u201c\u8fd8\u7b97ok\u201d\u3002<\/p><p data-track=\"74\">\u5230\u4e8612\u6708\u4f1a\u8bae\u6b63\u5f0f\u7ebf\u4e0b\u4e3e\u529e\u7684\u65f6\u5019\uff0c\u8fd9\u7bc7\u8bba\u6587\u5f15\u8d77\u4e86\u8f70\u52a8\u30024\u5c0f\u65f6\u7684\u4f1a\u8bae\u4e0a\u6324\u6ee1\u4e86\u60f3\u8981\u4e86\u89e3\u66f4\u591a\u7684\u79d1\u5b66\u5bb6\u3002<\/p><p data-track=\"75\">\u53c2\u4f1a\u7684\u51e0\u4f4d\u4f5c\u8005\u4e00\u76f4\u804a\u5230\u55d3\u5b50\u5636\u54d1\uff0c\u6700\u540e\u573a\u5730\u95ed\u9986\u65f6\u4ecd\u7136\u4eba\u5934\u6512\u52a8\uff0c\u6700\u540e\u88ab\u4fdd\u5b89\u6e05\u573a\u3002<\/p><p data-track=\"76\">\u4ece\u6574\u4e2aTransformer\u8bde\u751f\u5386\u7a0b\u6765\u770b\uff0c<strong>\u8c37\u6b4c\u5f53\u5e74\u7684\u5f00\u653e\u5305\u5bb9\u7684\u6587\u5316<\/strong>\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\uff1a<\/p><p data-track=\"77\"><strong>\u8fd9\u516b\u4e2a\u4eba\u805a\u5728\u4e00\u8d77\uff0c\u662f\u9760\u8d70\u5eca\u91cc\u7684\u5076\u9047\u548c\u5348\u9910\u65f6\u804a\u5929\u3002<\/strong><\/p><h1 class=\"pgc-h-arrow-right\" data-track=\"78\"><span style=\"font-size: 24px;\">OpenAI\u6458\u6843\u5b50<\/span><\/h1><p data-track=\"79\">\u56de\u5230\u8bba\u6587\u64b0\u5199\u8fc7\u7a0b\u4e2d\u7684\u67d0\u4e00\u5929\uff0c\u74e6\u65af\u54e5\u7d2f\u5f97\u762b\u5012\u5728\u529e\u516c\u5ba4\u7684\u6c99\u53d1\u4e0a\uff0c\u76ef\u7740\u7a97\u5e18\u770b\u51fa\u4e86\u5e7b\u89c9\uff0c\u89c9\u5f97\u5e03\u6599\u4e0a\u7684\u56fe\u6848\u5c31\u50cf\u7a81\u89e6\u548c\u795e\u7ecf\u5143\u3002<\/p><p data-track=\"80\">\u90a3\u5929\u4ed6\u7a81\u7136\u610f\u8bc6\u5230\uff0c<strong>\u4ed6\u4eec\u6b63\u5728\u505a\u7684\u4e8b\u60c5\u5c06\u8d85\u8d8a\u673a\u5668\u7ffb\u8bd1\u3002<\/strong><\/p><blockquote class=\"pgc-blockquote-abstract\"><p data-track=\"81\">\u6700\u7ec8\u5c31\u50cf\u4eba\u8111\u4e00\u6837\uff0c\u5c06\u6240\u6709\u8bed\u97f3\u3001\u89c6\u89c9\u7b49\u6240\u6709\u6a21\u6001\u7edf\u4e00\u5728\u4e00\u4e2a\u67b6\u6784\u4e0b\u3002<\/p><\/blockquote><p data-track=\"82\">\u6c99\u54e5\u5219\u5728\u5e94\u7528\u65b9\u5411\u4e0a\u6709\u60ca\u4eba\u7684\u8fdc\u89c1\uff0c\u8bba\u6587\u53d1\u8868\u524d\u540e\u5c31\u7ed9\u8c37\u6b4c\u9ad8\u7ba1\u53bb\u4e86\u4e00\u5c01\u4fe1\u3002<\/p><p data-track=\"83\">\u4ed6\u63d0\u8bae\u516c\u53f8<strong>\u653e\u5f03\u6574\u4e2a\u641c\u7d22\u7d22\u5f15<\/strong>\uff0c\u5e76\u7528Transformer\u67b6\u6784\u8bad\u7ec3\u4e00\u4e2a\u5de8\u5927\u7684\u795e\u7ecf\u7f51\u7edc\u66ff\u4ee3\uff0c\u57fa\u672c\u4e0a\u662f\u5728\u5efa\u8bae\u8c37\u6b4c\u6539\u53d8\u6574\u4e2a\u4fe1\u606f\u7ec4\u7ec7\u7684\u65b9\u5f0f\u3002<\/p><p data-track=\"84\">\u5f53\u65f6\u56e2\u961f\u91cc\u51ef\u54e5\u90fd\u8fd8\u8ba4\u4e3a\u8fd9\u4e2a\u60f3\u6cd5\u5f88\u8352\u8c2c\u3002\u4f46\u5982\u4eca\u770b\u6765\uff0c\u8c37\u6b4c\u6b63\u5728\u671d\u8fd9\u4e2a\u65b9\u5411\u52aa\u529b\uff0c\u53ea\u662f\u4e2a\u65f6\u95f4\u95ee\u9898\u4e86\u3002<\/p><p data-track=\"85\">\u4e4c\u5179\u54e5\u540e\u6765\u590d\u76d8\uff0c\u57282019\u5e74\u6216\u80052020\u5e74\u8c37\u6b4c\u5c31\u6709\u673a\u4f1a\u63a8\u51faGPT-3\uff0c\u751a\u81f3\u662fGPT-3.5\u7b49\u7ea7\u7684\u6a21\u578b\uff0c\u8fd8\u53d1\u51fa\u7075\u9b42\u63d0\u95ee\uff1a<\/p><blockquote class=\"pgc-blockquote-abstract\"><p data-track=\"86\">\u6211\u4eec\u770b\u5230\u4e86\u53ef\u80fd\u6027\uff0c\u4f46\u4e3a\u4ec0\u4e48\u4e0d\u91c7\u53d6\u884c\u52a8\u5462\uff1f<\/p><\/blockquote><p data-track=\"87\">\u7ed3\u679c\u5374\u662f\u5bf9\u624bOpenAI\u7684\u9996\u5e2d\u79d1\u5b66\u5bb6<strong>Ilya Sutskever<\/strong>\u5728\u8bba\u6587\u53d1\u8868\u5f53\u5929\u5c31\u610f\u8bc6\u5230<strong>\u201c\u5b83\u7ed9\u4e86\u6211\u4eec\u60f3\u8981\u7684\u4e00\u5207\u201d<\/strong>\uff0c\u5e76\u5efa\u8bae\u540c\u4e8bAlec Radford\u5f00\u59cb\u52a8\u624b\u7814\u7a76\u3002<\/p><p data-track=\"88\">Radford\u5148\u5f00\u53d1\u4e86GPT\u7684\u539f\u578b\uff0c\u7136\u540eOpenAI\u8c03\u52a8\u66f4\u591a\u4eba\u4ece\u673a\u5668\u4eba\u3001DOTA\u6e38\u620f\u7b49\u9879\u76ee\u8f6c\u578b\uff0c\u53c2\u4e0e\u8fdb\u6765\u5f00\u53d1\u4e86GPT-1\u3001GPT-2\u2026\u2026\u8fd9\u5c31\u662f\u53e6\u5916\u4e00\u4e2a\u6545\u4e8b\u4e86\u3002<\/p><p data-track=\"89\">\u6253\u9020\u4e00\u79cd\u80fd\u540c\u65f6\u5728\u6570\u636e\u548c\u7b97\u529b\u4e0a\u6269\u5c55\u7684\u6a21\u578b\uff0c\u662fTransformer\u67b6\u6784\u7684\u51fa\u53d1\u70b9\uff0c\u4e5f\u662f\u5176\u6210\u529f\u7684\u5173\u952e\u3002<\/p><p data-track=\"90\">\u4f46\u5c11\u4e86\u9876\u5c42\u8bbe\u8ba1\u548c\u63a8\u52a8\uff0c\u8c37\u6b4c\u4e5f\u5c31\u53ea\u80fd\u6b62\u6b65\u4e8e\u6b64\uff0c\u5355\u9760\u5458\u5de5\u81ea\u53d1\u5df2\u7ecf\u65e0\u6cd5\u7ec4\u7ec7\u8d77\u6ee1\u8db3Scaling Law\u53d1\u5c55\u4e0b\u53bb\u9700\u8981\u7684\u4eba\u529b\u7269\u529b\u8d22\u529b\u3002<\/p><p data-track=\"91\">OpenAI\u7684\u7ec4\u7ec7\u5f62\u6001\u65e2\u6709\u81ea\u4e0b\u800c\u4e0a\u7684\u7075\u6d3b\u3001\u53c8\u6709\u81ea\u4e0a\u800c\u4e0b\u7684\u4e13\u6ce8\uff0c\u80fd\u5728\u8fd9\u6761\u8def\u4e0a\u8d70\u7684\u66f4\u8fdc\u51e0\u4e4e\u662f\u4e0d\u53ef\u907f\u514d\u7684\u3002<\/p><p data-track=\"92\">OpenAI CEO\u5965\u7279\u66fc\u66fe\u8bc4\u4ef7\uff0c\u8c37\u6b4c\u9ad8\u5c42\u5f53\u65f6\u4f3c\u4e4e\u6ca1\u4eba\u8ba4\u8bc6\u5230Transformer\u771f\u6b63\u610f\u5473\u7740\u4ec0\u4e48\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/1f0ffbd220475e1ee8d6d59e6f8c3351.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"93\">\u5982\u4eca8\u4f4d\u4f5c\u8005\u4e5f\u9646\u9646\u7eed\u7eed\u4ece\u8c37\u6b4c\u79bb\u804c\uff0c\u65e2\u7136\u516c\u53f8\u8fdf\u8fdf\u4e0d\u80af\u7528Transformer\u641e\u4e8b\u60c5\uff0c\u90a3\u5c31\u81ea\u5df1\u53bb\u641e\u3002<\/p><p data-track=\"94\">\u9664\u4e86\u6700\u65e9\u79bb\u5f00\u7684\u83e0\u841d\u54e5\u7684\u533a\u5757\u94fe\u516c\u53f8\u4e4b\u5916\uff0c\u5176\u5b83\u6210\u5458\u7684\u7684\u53bb\u5411\u90fd\u548cTransformer\u76f8\u5173\u3002<\/p><p data-track=\"95\">2019\u5e74\uff0c\u5b9e\u4e60\u751f<strong>\u5272\u9ea6\u5b50<\/strong>\u6bd5\u4e1a\u6ca1\u591a\u4e45\uff0c\u5c31\u5148\u5e26\u5934\u521b\u529e<strong>Cohere<\/strong>\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u5927\u6a21\u578b\u89e3\u51b3\u65b9\u6848\uff0c\u76ee\u524d\u4f30\u503c22\u4ebf\u7f8e\u5143\u3002<\/p><p data-track=\"96\">2021\u5e74\u5f00\u59cb\uff0c\u6210\u5458\u96c6\u4e2d\u51fa\u8d70\u3002<\/p><p data-track=\"97\">\u74e6\u65af\u54e5\u548c\u5e15\u59d0\u5148\u540e\u643a\u624b\u521b\u529e<strong>Adept AI<\/strong>\uff08\u4f30\u503c10\u4ebf\u7f8e\u5143\uff09\u3001<strong>Essential AI<\/strong>\uff08\u878d\u8d44800\u4e07\u7f8e\u5143\uff09\uff0c\u90fd\u662f\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7a0b\u65b9\u5411\u3002<\/p><p data-track=\"98\">\u6c99\u54e5\u521b\u529eAI\u89d2\u8272\u626e\u6f14\u804a\u5929\u5e73\u53f0<strong>Character.AI<\/strong>\uff0c\u73b0\u5728\u4f30\u503c\u7ea650\u4ebf\u7f8e\u5143\uff0c\u7528\u6237\u6d3b\u8dc3\u5ea6\u548c\u7559\u5b58\u7387\u6bd4OpenAI\u90fd\u9ad8\u3002<\/p><p data-track=\"99\">\u4e4c\u5179\u54e5\u56de\u5230\u5fb7\u56fd\u521b\u529e\u7684\u751f\u7269AI\u6280\u672f\u516c\u53f8<strong>Inceptive<\/strong>\uff0c\u4f30\u503c3\u4ebf\u7f8e\u5143\u3002\u751a\u81f3\u4e4c\u5179\u54e5\u900f\u9732\uff0c\u4ed6\u7684\u8ba1\u7b97\u8bed\u8a00\u5b66\u5bb6\u8001\u7236\u4eb2\u4e5f\u5728\u7b79\u529e\u4e00\u5bb6\u65b0\u7684AI\u516c\u53f8\uff0c\u540c\u6837\u57fa\u4e8eTransformer\u3002<\/p><p data-track=\"100\">\u53ea\u6709\u51ef\u54e5\u6ca1\u6709\u521b\u4e1a\uff0c2021\u5e74\u4ed6\u52a0\u5165\u4e86OpenAI\uff0c\u540e\u6765\u53c2\u4e0e\u4e86GPT-4\uff0c\u4ee5\u53caQ*\u9879\u76ee\u3002<\/p><p data-track=\"101\">\u6700\u540e\u79bb\u5f00\u7684\u662f\u56e7\u54e5\uff0c23\u5e74\u4ed6\u5230\u65e5\u672c\u521b\u529e\u7684<strong>Sakana AI<\/strong>\u4f30\u503c2\u4ebf\u7f8e\u5143\uff0c\u6700\u65b0\u6210\u679c\u662f\u7528\u64c5\u957f\u4e0d\u540c\u9886\u57df\u7684\u5927\u6a21\u578b\u878d\u5408\uff0c\u7ed3\u5408\u8fdb\u5316\u7b97\u6cd5\uff0c\u641e\u51fa\u66f4\u5f3a\u7684\u6a21\u578b\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/b044796a348df0ec4845b46a13963313.png\" alt=\"OpenAI\u516c\u5173\u8df3\u8d77\u6765\u6342\u4ed6\u5634\uff1aTransformer\u4f5c\u8005\u516c\u5f00\u627f\u8ba4\u53c2\u4e0eQ*\" \/><\/div><p data-track=\"102\">\u2026\u2026<\/p><p data-track=\"103\">\u8bb8\u591a\u8c37\u6b4c\u8001\u5458\u5de5\u6279\u8bc4\u8c37\u6b4c\u6162\u6162\u4ece\u4e00\u4e2a\u4ee5\u521b\u65b0\u4e3a\u4e2d\u5fc3\u7684\u6e38\u4e50\u573a\uff0c\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u6ce8\u91cd\u5229\u6da6\u7684\u5b98\u50da\u673a\u6784\u3002<\/p><p data-track=\"104\">\u751a\u81f3\u57282020\u5e74\uff0c\u8c37\u6b4cMeena\u804a\u5929\u673a\u5668\u4eba\u53d1\u5e03\u540e\uff0c\u6c99\u54e5\u53c8\u53d1\u4e86\u4e00\u5c01\u5185\u90e8\u4fe1<strong>\u201cMeena\u541e\u566c\u4e16\u754c\u201d<\/strong>\uff0c\u5176\u4e2d\u7684\u5173\u952e\u7ed3\u8bba\u662f\uff1a<\/p><blockquote class=\"pgc-blockquote-abstract\"><p data-track=\"105\">\u8bed\u8a00\u6a21\u578b\u5c06\u4ee5\u5404\u79cd\u65b9\u5f0f\u8d8a\u6765\u8d8a\u591a\u5730\u878d\u5165\u6211\u4eec\u7684\u751f\u6d3b\uff0c\u5e76\u4e14\u5c06\u5728\u5168\u7403\u7b97\u529b\u4e2d\u5360\u4e3b\u5bfc\u5730\u4f4d\u3002<\/p><\/blockquote><p data-track=\"106\">\u8fd9\u592a\u6709\u524d\u77bb\u6027\u4e86\uff0c\u51e0\u4e4e\u51c6\u786e\u9884\u8a00\u4e86\u540e\u6765ChatGPT\u65f6\u4ee3\u53d1\u751f\u7684\u4e8b\uff0c\u4e5f\u5c31\u662f\u73b0\u5728\u8fdb\u884c\u65f6\u3002<\/p><p data-track=\"107\">\u4f46\u5f53\u65f6\u8c37\u6b4c\u9ad8\u5c42\u4ecd\u65e7\u4e0d\u4e3a\u6240\u52a8\uff0c\u5173\u952e\u51b3\u7b56\u8005\u5ffd\u7565\u751a\u81f3\u5632\u7b11\u4ed6\u3002<\/p><blockquote class=\"pgc-blockquote-abstract\"><p data-track=\"108\">\u8c37\u6b4c\u66fe\u62e5\u6709\u6574\u4e2aAI\u738b\u56fd\u7684\u6240\u6709\u94a5\u5319\uff0c\u5374\u5f04\u4e22\u4e86\u94a5\u5319\u94fe\u3002<\/p><\/blockquote><p data-track=\"109\">\u53c2\u8003\u94fe\u63a5\uff1a<br class=\"sysbr\" \/>[1]https:\/\/www.wired.com\/story\/eight-google-employees-invented-modern-ai-transformers-paper\/<br \/>[2]https:\/\/www.youtube.com\/watch?v=zBK2CPka5jo<br \/>[3]https:\/\/www.semianalysis.com\/p\/google-gemini-eats-the-world-gemini<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u68a6\u6668 \u53d1\u81ea 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