{"id":37538,"date":"2025-01-30T15:01:13","date_gmt":"2025-01-30T07:01:13","guid":{"rendered":"https:\/\/17aitech.com\/?p=37538"},"modified":"2025-01-30T15:01:13","modified_gmt":"2025-01-30T07:01:13","slug":"%e6%b2%a1%e6%9c%89%e5%8d%9a%e5%a3%ab%e5%ad%a6%e4%bd%8d%e5%8d%b4%e5%bc%80%e5%90%af%e4%ba%86gpt%e6%97%b6%e4%bb%a3%ef%bc%8c%e5%a5%a5%e7%89%b9%e6%9b%bc%e7%9b%9b%e8%b5%9ealec-radford%ef%bc%8c%e7%88%b1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37538","title":{"rendered":"\u6ca1\u6709\u535a\u58eb\u5b66\u4f4d\u5374\u5f00\u542f\u4e86GPT\u65f6\u4ee3\uff0c\u5965\u7279\u66fc\u76db\u8d5eAlec Radford\uff0c\u7231\u56e0\u65af\u5766\u7ea7\u5929\u624d"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-01-3\" target=\"_blank\">\u6ca1\u6709\u535a\u58eb\u5b66\u4f4d\u5374\u5f00\u542f\u4e86GPT\u65f6\u4ee3\uff0c\u5965\u7279\u66fc\u76db\u8d5eAlec Radford\uff0c\u7231\u56e0\u65af\u5766\u7ea7\u5929\u624d<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"154\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u300a\u8fde\u7ebf\u300b\u66fe\u5728\u4e00\u7bc7\u62a5\u9053\u4e2d\u5c06 Alec Radford \u5728 OpenAI \u626e\u6f14\u7684\u89d2\u8272\uff0c\u6bd4\u4f5c Larry Page \u53d1\u660e PageRank\u3002PageRank \u5f7b\u5e95\u9769\u65b0\u4e86\u4e92\u8054\u7f51\u641c\u7d22\u65b9\u5f0f\uff0cRadford \u7684\u5de5\u4f5c\uff08\u7279\u522b\u662f\u5728 Transformer \u548c\u540e\u6765\u7684 GPT \u65b9\u9762\u7684\u7814\u7a76\uff09\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u4e86 AI \u8bed\u8a00\u6a21\u578b\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002<\/section>\n<\/section>\n<\/blockquote>\n<p>\u51e0\u5929\u524d\uff0c<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650949419&amp;idx=1&amp;sn=32d2f337d2161b5eaec296af6f87fdd9&amp;scene=21#wechat_redirect\" target=\"_blank\">OpenAI \u5ba3\u5e03\u7ec4\u7ec7\u7ed3\u6784\u8c03\u6574<\/a>\uff0c\u88c2\u53d8\u6210\u4e86\u4e00\u5bb6\u8425\u5229\u6027\u516c\u53f8\u548c\u4e00\u4e2a\u975e\u8425\u5229\u7ec4\u7ec7\u3002\u4e0e\u6b64\u540c\u65f6\uff0cOpenAI CEO \u5c71\u59c6\u30fb\u5965\u7279\u66fc\u5728 X \u4e0a\u7528\u4e00\u4e2a\u7cfb\u5217\u63a8\u6587\u611f\u8c22\u4e86 OpenAI \u7684\u591a\u4f4d\u5143\u8001\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17dca4e499f7ed43da2edc9b5bf2bf9c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17dca4e499f7ed43da2edc9b5bf2bf9c.png\"><\/a><\/section>\n<section><\/section>\n<section>\u4e4b\u540e\uff0c\u4ed6\u53c8\u5355\u72ec\u53d1\u4e86\u4e00\u6761\u63a8\u6587\u5bf9\u4e00\u4f4d\u300c<strong>\u7231\u56e0\u65af\u5766\u7ea7\u522b\u7684\u5929\u624d<\/strong>\u300d\u8868\u8fbe\u4e86\u7279\u522b\u611f\u8c22\uff1aAlec Radford\u3002\u5965\u7279\u66fc\u8fd8\u8868\u793a Radford \u662f\u4ed6\u4e00\u76f4\u4ee5\u6765\u6700\u559c\u6b22\u7684\u4eba\uff0c\u5e76\u6307\u51fa AI \u9886\u57df\u5f53\u4eca\u7684\u8fdb\u6b65\u5f88\u591a\u90fd\u53ef\u4ee5\u8ffd\u6eaf\u5230\u4ed6\u7684\u7814\u7a76\u6210\u679c\u3002\u4e0a\u4e2a\u6708 20 \u53f7\uff0c\u4f20\u51fa\u4e86 Radford \u5373\u5c06\u79bb\u5f00 OpenAI \u8fdb\u884c\u72ec\u7acb\u7814\u7a76\u7684\u6d88\u606f\uff0c\u8be6\u60c5\u53ef\u53c2\u9605\u673a\u5668\u4e4b\u5fc3\u7684\u62a5\u9053\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650948066&amp;idx=1&amp;sn=cbb2f9cbb2a9b43cedec77c843e57a35&amp;scene=21#wechat_redirect\" target=\"_blank\">\u521a\u521a\uff0cOpenAI \u5143\u8001\u7ea7\u7814\u7a76\u5458 Alec Radford \u79bb\u804c\uff0c\u4ed6\u4e3b\u5bfc\u4e86 GPT-1\u3001GPT-2 \u7684\u7814\u53d1<\/a>\u300b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-348c0cd706a5e036ebcc8ff66c1e1c46.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-348c0cd706a5e036ebcc8ff66c1e1c46.png\"><\/a><\/section>\n<section>\u6839\u636e\u8c37\u6b4c\u5b66\u672f\u7684\u6570\u636e\uff0cAlec Radford \u8bba\u6587\u7684\u5f15\u7528\u91cf\u73b0\u5728\u5df2\u7ecf\u8d85\u8fc7\u4e86 19 \u4e07\uff0c\u5e76\u62e5\u6709\u591a\u7bc7\u8d85\u8fc7 1 \u4e07\u5f15\u7528\u7684\u91cd\u8981\u8bba\u6587\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-abeea64e3a08d0bee0094ec81995f8ca.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-abeea64e3a08d0bee0094ec81995f8ca.png\"><\/a><\/section>\n<section>\u4e8b\u5b9e\u4e0a\uff0c\u65e9\u5728\u4e00\u5e74\u591a\u4ee5\u524d\uff0c\u5c31\u5df2\u7ecf\u6709\u4eba\u6307\u51fa\u4e86\u8fd9\u4f4d\u5f53\u65f6\u8fd8\u58f0\u540d\u4e0d\u663e\u7684\u7814\u7a76\u8005\u7684\u5de8\u5927\u8d21\u732e\uff1a\u4ed6\u662f GPT \u539f\u59cb\u8bba\u6587\u7b49\u591a\u7bc7\u5960\u57fa\u6027\u7814\u7a76\u6210\u679c\u7684\u7b2c\u4e00\u4f5c\u8005\uff01\u800c\u66f4\u8ba9\u4eba\u60ca\u8bb6\u7684\u662f\uff0c<strong>\u4ed6\u5e76\u6ca1\u6709\u535a\u58eb\u5b66\u4f4d\uff0c\u4e5f\u6ca1\u6709\u7855\u58eb\u5b66\u4f4d<\/strong>\uff1b\u5e76\u4e14\u4ed6\u7684\u8bb8\u591a\u7814\u7a76\u6210\u679c\u6700\u65e9\u90fd\u662f\u5728 Jupyter Notebook \u4e2d\u5b8c\u6210\u7684\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-8c94ff11693e80e84e8a0781d5fa1d9d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-8c94ff11693e80e84e8a0781d5fa1d9d.png\"><\/a><\/section>\n<section>\u65b0\u5e74\u4f0a\u59cb\uff0cAlec Radford \u7684\u6545\u4e8b\u53c8\u518d\u4e00\u6b21\u706b\u904d\u4e86 AI \u793e\u4ea4\u7f51\u7edc\u3002\u4eba\u4eec\u5728\u8c08\u5230\u4ed6\u65f6\u83ab\u4e0d\u79f0\u9882\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-bfe1155010a0f564f2af0b7b2ebe6dc0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-bfe1155010a0f564f2af0b7b2ebe6dc0.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1d0d1e8ac09bad9602189b96d718afb5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1d0d1e8ac09bad9602189b96d718afb5.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e5c4160976e0224448538fd2d496c09b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e5c4160976e0224448538fd2d496c09b.png\"><\/a><\/section>\n<section>\u4e0b\u9762\u6211\u4eec\u5c31\u6765\u7b80\u5355\u4e86\u89e3\u4e0b\u8fd9\u4f4d\u8c26\u900a\u7684\u5929\u624d\u7684\u4eba\u751f\u6545\u4e8b\u5427\u3002<\/section>\n<section><\/section>\n<section><strong>Alec Radford \u7684\u4eba\u751f\u6545\u4e8b<\/strong><\/section>\n<section><\/section>\n<section>Alec Radford \u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u7814\u7a76\u8005\u3002\u66fe\u5728 OpenAI \u62c5\u4efb\u673a\u5668\u5b66\u4e60\u5f00\u53d1\u8005 \/ \u7814\u7a76\u5458\u3002\u5728\u6b64\u4e4b\u524d\uff0c\u4ed6\u66fe\u62c5\u4efb indico \u516c\u53f8\u7684\u7814\u7a76\u4e3b\u7ba1\u3002<\/section>\n<section><\/section>\n<section>\u5728 OpenAI \u62c5\u4efb\u7814\u7a76\u5458\u671f\u95f4\uff0c\u4ed6\u53c2\u4e0e\u64b0\u5199\u4e86\u591a\u7bc7\u5173\u4e8e\u8bed\u8a00\u6a21\u578b\u751f\u6210\u5f0f\u9884\u8bad\u7ec3\uff08GPT\uff09\u7684\u8bba\u6587\uff0c\u5e76\u5728 NeurIPS\u3001ICLR\u3001ICML \u548c Nature \u7b49\u8457\u540d\u4f1a\u8bae\u548c\u671f\u520a\u4e0a\u53d1\u8868\u8fc7\u8bb8\u591a\u8bba\u6587\u3002\u00a0<\/section>\n<section><\/section>\n<section>\u4ed6\u4e5f\u66fe\u6d3b\u8dc3\u5728 X\/Twitter \u4e0a\uff0c\u5728\u90a3\u91cc\u5206\u4eab\u4ed6\u5bf9\u4eba\u5de5\u667a\u80fd\u5404\u4e2a\u9886\u57df\u7684\u89c1\u89e3\u548c\u89c2\u70b9\u3002\u9057\u61be\u7684\u662f\uff0c2021 \u5e74 5 \u6708\u4e4b\u540e\u4ed6\u5c31\u518d\u672a\u5728 X \u4e0a\u73b0\u8eab\uff0c\u6700\u540e\u4e00\u6761\u63a8\u6587\u662f\u5728\u56de\u590d Anthropic \u7684\u7814\u7a76\u8005 Simon Kornblith\uff0c\u89e3\u91ca GPT-1 \u5c42\u5bbd\u5ea6\u8bbe\u7f6e\u4e3a 768 \u7684\u539f\u56e0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e79c149445c51d6361292ccc2f920499.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e79c149445c51d6361292ccc2f920499.png\"><\/a><\/section>\n<section>LinkedIn \u663e\u793a\uff0c2011 \u5e74 &#8211; 2016 \u5e74\uff0c Alec Radford \u5c31\u8bfb\u4e8e\u5bcc\u5170\u514b\u6797\u30fbW\u30fb\u5965\u6797\u5de5\u7a0b\u5b66\u9662\uff0c\u5e76\u83b7\u5f97\u5b66\u58eb\u5b66\u4f4d\u3002\u8fd9\u662f\u4e00\u6240\u4f4d\u4e8e\u7f8e\u56fd\u9a6c\u8428\u8bf8\u585e\u5dde\u5c3c\u8fbe\u59c6\uff08Needham\uff09\u7684\u79c1\u7acb\u5de5\u7a0b\u5b66\u9662\uff0c\u4ee5\u5176\u975e\u5e38\u4f4e\u7684\u5f55\u53d6\u7387\u548c\u7cbe\u82f1\u5316\u6559\u80b2\u8457\u79f0\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u6821\u7684\u8bfe\u7a0b\u7ed3\u6784\u975e\u5e38\u72ec\u7279\uff0c\u5176\u5b66\u672f\u4f53\u7cfb\u300c\u6b27\u6797\u4e09\u89d2\u300d\u5305\u62ec\u79d1\u5b66\u548c\u5de5\u7a0b\u57fa\u7840\u3001\u521b\u4e1a\u4ee5\u53ca\u6587\u5b66\u3002\u5b66\u6821\u4e5f\u4ec5\u63d0\u4f9b\u56db\u79cd\u5b66\u4f4d\uff1aME\uff08\u673a\u68b0\u5de5\u7a0b\uff09\u3001ECE\uff08\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\uff09\u3001CS\uff08\u8ba1\u7b97\u673a\u79d1\u5b66\uff09\u3001BCE\uff08\u751f\u7269\u533b\u836f\u5de5\u7a0b\uff09\u3002<\/section>\n<section><\/section>\n<section>\u5965\u6797\u5de5\u7a0b\u5b66\u9662\u975e\u5e38\u91cd\u89c6\u5b9e\u7528\u6559\u80b2\uff0c\u5c06\u77e5\u8bc6\u548c\u5b9e\u9645\u751f\u6d3b\u4e2d\u7684\u6311\u6218\u548c\u8bfe\u9898\u8054\u7cfb\u8d77\u6765\uff0c\u9f13\u52b1\u5b66\u751f\u8ffd\u6c42\u81ea\u5df1\u7684\u5174\u8da3\u548c\u6fc0\u60c5\u3002<\/section>\n<section><\/section>\n<section>\u672c\u79d1\u65f6\u671f\uff0cAlec Radford \u5c31\u5bf9\u673a\u5668\u5b66\u4e60\u5145\u6ee1\u70ed\u60c5\uff0c\u5e76\u4e0e\u540c\u5b66\u4e00\u8d77\u53c2\u52a0 Kaggle \u6bd4\u8d5b\u83b7\u5f97\u4e86\u6210\u529f\uff0c\u6700\u7ec8\u62ff\u5230\u98ce\u6295 \u30022013 \u5e74\uff0cAlec Radford \u548c\u4f19\u4f34\u5728\u5bbf\u820d\u521b\u7acb\u4e86 indico \uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u673a\u5668\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u4f5c\u4e3a\u516c\u53f8\u7684\u7814\u7a76\u4e3b\u7ba1\uff0cAlec Radford \u4e3b\u8981\u4ece\u4e8b\u8bc6\u522b\u3001\u5f00\u53d1\u548c\u6539\u8fdb\u6709\u524d\u666f\u7684\u56fe\u50cf\u548c\u6587\u672c\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5e76\u5c06\u5176\u4ece\u7814\u7a76\u9636\u6bb5\u8f6c\u5316\u4e3a\u66f4\u5e7f\u6cdb\u7684\u884c\u4e1a\u5e94\u7528\u3002<\/section>\n<section><\/section>\n<section>\u5728\u90a3\u91cc\uff0c\u4ed6\u8fdb\u884c\u4e86\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u76f8\u5173\u7814\u7a76\uff0c\u5e76\u63d0\u51fa DCGAN \u4ee5\u6539\u5584 GAN \u7684\u53ef\u8bad\u7ec3\u6027\uff0c\u8fd9\u4e5f\u662f GAN \u9886\u57df\u7684\u4e00\u4e2a\u91cd\u8981\u7a81\u7834\u3002\u00a0<\/section>\n<section><\/section>\n<section>\u7531\u4e8e\u6ce2\u58eb\u987f\u5730\u533a\u5728 AI \u9886\u57df\u7684\u5f71\u54cd\u529b\u5df2\u88ab\u897f\u6d77\u5cb8\u79d1\u6280\u5de8\u5934\u8d85\u8d8a\uff0c\u52a0\u4e0a\u8d44\u6e90\u9650\u5236\uff0c2016 \u5e74\uff0cRadford \u9009\u62e9\u52a0\u5165 OpenAI \u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0e3369c7bbacf5f0667e017334ccc912.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0e3369c7bbacf5f0667e017334ccc912.png\"><\/a><\/section>\n<section>\u4ed6\u5f62\u5bb9\u8fd9\u4efd\u65b0\u5de5\u4f5c\u300c\u7c7b\u4f3c\u4e8e\u52a0\u5165\u7814\u7a76\u751f\u8bfe\u7a0b\u300d\uff0c\u6709\u4e00\u4e2a\u5f00\u653e\u3001\u4f4e\u538b\u529b\u7684 AI 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data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-2661a1832a296820ac5ebf9063d84eab.png\"><\/a><\/section>\n<section>\u9057\u61be\u7684\u662f\uff0c\u5bf9\u4e8e\u4ed6\u4e4b\u540e\u7684\u804c\u4e1a\u8ba1\u5212\uff0c\u6211\u4eec\u6240\u77e5\u7684\u4ec5\u4ec5\u662f\u4ed6\u5c06\u6210\u4e3a\u4e00\u4f4d\u72ec\u7acb\u7814\u7a76\u8005\u3002\u6216\u8bb8\u4ed6\u5c06\u8fdb\u5165\u5927\u5b66\u83b7\u5f97\u4e00\u4e2a\u535a\u58eb\u5b66\u4f4d\uff0c\u4e5f\u6216\u8bb8\u4ed6\u4f1a\u5728\u6c89\u5bc2\u4e00\u6bb5\u65f6\u95f4\u4e4b\u540e\u5e26\u7740\u65b0\u7684\u9707\u64bc\u6027\u7814\u7a76\u6210\u679c\u95ee\u4e16\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u7ba1\u600e\u6837\uff0cAlec Radford \u53c2\u4e0e\u521b\u9020\u7684\u672a\u6765\u6b63\u5728\u5230\u6765\u3002\u65e0\u8bba\u4eca\u5e74\u662f\u5426\u4f1a\u5982\u5965\u7279\u66fc\u66fe\u7ecf\u9884\u6d4b\u7684\u90a3\u6837\u5b9e\u73b0 AGI\uff0c2025 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