{"id":38801,"date":"2025-02-23T11:01:15","date_gmt":"2025-02-23T03:01:15","guid":{"rendered":"https:\/\/17aitech.com\/?p=38801"},"modified":"2025-02-23T11:01:15","modified_gmt":"2025-02-23T03:01:15","slug":"%e8%8b%b1%e4%bc%9f%e8%be%be-jim-fan%ef%bc%9a%e5%a4%8d%e5%88%bbnlp%e7%9a%84%e6%88%90%e5%8a%9f%e8%b7%af%ef%bc%8c%e7%94%a8%e9%80%9a%e7%94%a8%e6%a8%a1%e5%9e%8b%e5%bc%80%e5%90%af%e5%85%b7%e8%ba%ab%e6%99%ba","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38801","title":{"rendered":"\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b"},"content":{"rendered":"<p>\u8fd8\u8bb0\u5f97\u90a3\u53ea\u201c\u9a91\u201d\u745c\u4f3d\u7403\u7684\u673a\u68b0\u72d7\u5417\uff1f<\/p>\n<p>\u8fc7\u9a6c\u8def\uff0c\u8d70\u8349\u5730\u90fd\u7a33\u7a33\u5f53\u5f53\uff0c\u5c31\u7b97\u745c\u4f3d\u7403\u88ab\u653e\u6c14\u4e5f\u80fd\u5982\u5c65\u5e73\u5730\u3002<\/p>\n<p>\u602a\u4e0d\u5f97\u4e4b\u524d\u6709\u7f51\u53cb\u60ca\u53f9\uff1a\u673a\u5668\u4eba\u9a6c\u4e0a\u5c31\u8981\u7edf\u6cbb\u4e16\u754c\u4e86\u5427\uff1f<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif\"><\/a><\/p>\n<p>\u8d4b\u4e88\u8fd9\u53ea Unitree Go1 \u7684\u56db\u8db3\u673a\u5668\u4eba\u80fd\u9a91\u745c\u4f3d\u7403\u80fd\u529b\u7684\uff0c\u662f\u82f1\u4f1f\u8fbe\u5341\u5927\u9879\u76ee\u4e4b\u4e00Eureka\u7684\u6269\u5c55\u7814\u7a76\u2014\u2014Dr. Eureka\u3002\u5b83\u7684\u7279\u6b8a\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u5c06\u865a\u62df\u4e16\u754c\u4e2d\u7684\u8bad\u7ec3\u6210\u679c\u76f4\u63a5\u8f6c\u79fb\u5230\u73b0\u5b9e\u4e16\u754c\uff0c\u65e0\u9700\u5fae\u8c03\uff0c\u76f4\u63a5\u6709\u6548\u3002<\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u7684\u8bba\u6587\u4f5c\u8005\u4e4b\u4e00\u662f\u82f1\u4f1f\u8fbe\u7684\u9ad8\u7ea7\u79d1\u5b66\u5bb6 Jim Fan\uff0c\u4ed6\u4e3b\u5bfc\u4e86\u82f1\u4f1f\u8fbe\u7684\u5177\u8eab\u667a\u80fd\u7814\u7a76\u3002<\/p>\n<p>Jim Fan \u66fe\u662f OpenAI \u7684\u7b2c\u4e00\u4e2a\u5b9e\u4e60\u751f\uff0c\u8fd9\u6bb5\u7ecf\u5386\u8ba9\u4ed6\u9996\u6b21\u63a5\u89e6\u5230\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u7814\u7a76\u3002\u4e0d\u8fc7\u90a3\u65f6\u5019\u8fd8\u6ca1\u6709 Transformer\uff0c\u4ed6\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u5f97\u5230\u7684\u6cdb\u5316\u7ed3\u679c\u5e76\u4e0d\u7406\u60f3\u3002<\/p>\n<p>2016\u5e74\uff0c Jim Fan \u53bb\u65af\u5766\u798f\u8bfb\u535a\uff0c\u5e08\u4ece\u674e\u98de\u98de\u6559\u6388\uff0c\u8f6c\u800c\u7814\u7a76\u5177\u8eab\u667a\u80fd\u9886\u57df\u76f4\u81f3\u73b0\u5728\u3002\u4f46\u4ed6\u5e76\u6ca1\u6709\u5fd8\u8bb0\u6700\u5f00\u59cb\u7814\u7a76 AGI \u7684\u7ecf\u5386\uff0c\u5373\u4f7f\u6362\u4e86\u9886\u57df\u4e5f\u6ca1\u653e\u5f03\u81ea\u5df1\u5bf9\u901a\u7528\u6a21\u578b\u7684\u5174\u8da3\u3002<\/p>\n<p>Jim Fan \u89e3\u91ca\u8bf4\uff0c\u673a\u68b0\u72d7\u53ea\u662f\u4ed6\u5728\u901a\u7528\u201c\u57fa\u7840\u667a\u80fd\u4f53\u201d\u63a2\u7d22\u4e2d\u7684\u4e00\u4e2a\u5b9e\u4f8b\uff0c\u4ed6\u7684\u4e2a\u4eba\u4f7f\u547d\u5c31\u662f\u89e3\u51b3\u5177\u8eab\u667a\u80fd\u95ee\u9898\u3002<\/p>\n<p>Jim Fan \u9886\u5bfc\u7684 GEAR \u56e2\u961f\uff0c\u5168\u79f0\u201c\u901a\u7528\u5177\u8eab\u667a\u80fd\u4f53\u7814\u7a76\u201d\uff0c\u5176\u6838\u5fc3\u5de5\u4f5c\u53ef\u4ee5\u6982\u62ec\u4e3a\u201c\u751f\u6210\u52a8\u4f5c\u201d\uff0c\u5373\u6784\u5efa\u80fd\u591f\u5728\u865a\u62df\u548c\u7269\u7406\u4e16\u754c\u4e2d\u6267\u884c\u52a8\u4f5c\u7684\u5177\u8eab\u667a\u80fd\u4f53\u3002\u524d\u8005\u5c5e\u4e8e\u6e38\u620fAI\u548c\u6a21\u62df\uff0c\u540e\u8005\u5c31\u662f\u6211\u4eec\u5e73\u5e38\u8bf4\u7684\u673a\u5668\u4eba\u3002<\/p>\n<p>\u4ece ChatGPT \u5c31\u80fd\u770b\u51fa\uff0c\u901a\u7528\u6a21\u578b\u5f3a\u5927\u7684\u7edf\u4e00\u6027\u548c\u62d3\u5c55\u6027\u624d\u662f LLM \u5feb\u901f\u53d1\u5c55\u7684\u5173\u952e\u3002\u56e0\u6b64\uff0cJim Fan \u51b3\u5b9a\u5b66\u4e60 NLP \u7684\u7ecf\u9a8c\uff0c\u628aGEAR\u56e2\u961f\u7684\u7814\u7a76\u91cd\u70b9\u653e\u5728\u5efa\u7acb\u901a\u7528\u57fa\u7840\u6a21\u578b\u7684 GR00T \u9879\u76ee\u4e0a\u3002<\/p>\n<p>Jim Fan \u8fd8\u8ba4\u4e3a\uff0c\u5728\u672a\u6765\uff0c\u865a\u62df\u4e16\u754c\u548c\u7269\u7406\u4e16\u754c\u5c06\u878d\u5408\u6210\u4e00\u4e2a\u5355\u4e00\u7ef4\u5ea6\u4e0a\u7684\u4e0d\u540c\u73b0\u5b9e\u3002<\/p>\n<p>\u673a\u68b0\u72d7\u4f7f\u7528\u7684\u9886\u57df\u968f\u673a\u5316\u6280\u672f\u53ef\u4ee5\u5728\u5177\u6709\u4e0d\u540c\u7269\u7406\u53c2\u6570\u7684\u865a\u62df\u73af\u5883\u4e2d\u8bad\u7ec3\u667a\u80fd\u4f53\uff0c\u4f7f\u667a\u80fd\u4f53\u80fd\u591f\u6cdb\u5316\u5230\u73b0\u5b9e\u4e16\u754c\u3002\u53ea\u8981\u865a\u62df\u73af\u5883\u8db3\u591f\u591a\u3001\u8db3\u591f\u8d34\u8fd1\u7269\u7406\u4e16\u754c\uff0c\u8fd8\u6709\u4e00\u4e2a\u80fd\u638c\u63e1\u6240\u6709\u865a\u62df\u73af\u5883\u7684\u667a\u80fd\u4f53\uff0c\u90a3\u4e48\u672a\u6765\u7684\u7269\u7406\u4e16\u754c\u4e5f\u53ef\u4ee5\u88ab\u770b\u4f5c\u4e3a\u662f\u865a\u62df\u4e16\u754c\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u867d\u7136\u673a\u68b0\u72d7\u5f00\u4e86\u4e2a\u597d\u5934\uff0c\u4f46\u6a21\u62df\u5230\u73b0\u5b9e\u7684\u8fc1\u79fb\u771f\u7684\u592a\u96be\u4e86\u3002Jim Fan \u8868\u793a\uff0c\u7531\u4e8e\u6570\u636e\u6536\u96c6\u7684\u79cd\u79cd\u9650\u5236\uff0c\u73b0\u6709\u6a21\u578b\u672a\u80fd\u5145\u5206\u53d1\u6325 Transformer \u67b6\u6784\u7684\u6f5c\u529b\u3002<\/p>\n<p>\u96be\u5f52\u96be\uff0c\u5177\u8eab\u667a\u80fd\u548c\u901a\u7528\u5177\u8eab\u667a\u80fd\u4f53\u7684\u5e0c\u671b\u8fd8\u662f\u5f88\u5927\u7684\u3002<\/p>\n<p>\u7ecf\u5386\u4e86\u524d\u51e0\u5e74\u7684\u201c\u6c89\u5bc2\u671f\u201d\u540e\uff0c\u5f97\u76ca\u4e8e\u786c\u4ef6\u5347\u7ea7\u3001\u6750\u6599\u6210\u672c\u4e0b\u964d\u548c\u57fa\u7840\u6a21\u578b\u80fd\u529b\u63d0\u5347\u7684\u4e09\u91cd\u52a9\u529b\uff0c\u5177\u8eab\u667a\u80fd\u9886\u57df\u603b\u7b97\u8fce\u6765\u4e86\u65b0\u7684\u590d\u82cf\u3002<span style=\"color: #FFFFFF\">\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/span><\/p>\n<p>Jim Fan \u8868\u793a\uff0c\u5177\u8eab\u667a\u80fd\u70ed\u6f6e\u518d\u542f\uff0c\u4f18\u52bf\u5728\u6211\u3002\u8981\u77e5\u9053\uff0c\u82f1\u4f1f\u8fbe\u4e0d\u4ec5\u5750\u62e5\u82af\u7247\u548c\u6a21\u578b\uff0c\u8fd8\u6709\u522b\u5bb6\u6bd4\u4e0d\u8fc7\u7684\u5e9e\u5927\u8ba1\u7b97\u8d44\u6e90\u548c\u624e\u5b9e\u7684\u6a21\u62df\u6280\u672f\u57fa\u7840\u3002<\/p>\n<p>\u66f4\u591a\u5173\u4e8e\u5177\u8eab\u667a\u80fd\u548c\u901a\u7528\u57fa\u7840\u667a\u80fd\u4f53\u7684\u7ec6\u8282\u8ba8\u8bba\u53ef\u4ee5\u70b9\u51fb\u4e0b\u65b9\u94fe\u63a5\uff0c\u89c2\u770b Jim Fan \u5728\u7ea2\u6749\u8d44\u672c Traning Data \u64ad\u5ba2\u8282\u76ee\u4e2d\u7684\u8be6\u7ec6\u5206\u4eab\u3002<\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=yMGGpMyW_vw&amp;t=125s\" target=\"_blank\" rel=\"nofollow\">https:\/\/www.youtube.com\/watch?v=yMGGpMyW_vw&amp;t=125s<\/a><\/p>\n<p>\u96f7\u5cf0\u7f51\u6458\u53d6\u4e86\u90e8\u5206\u64ad\u5ba2\u5185\u5bb9\uff0c\u505a\u4e86\u4e0d\u6539\u539f\u610f\u7684\u7cbe\u7f16\u5904\u7406\uff1a<\/p>\n<p><\/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=38801\/#%E4%BB%8E_OpenAI_%E5%88%B0%E8%8B%B1%E4%BC%9F%E8%BE%BE\" >\u4ece OpenAI \u5230\u82f1\u4f1f\u8fbe<\/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=38801\/#%E4%BA%BA%E5%BD%A2%E6%9C%BA%E5%99%A8%E4%BA%BA\" >\u4eba\u5f62\u673a\u5668\u4eba<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=38801\/#%E6%9C%BA%E5%99%A8%E4%BA%BA%E7%9A%84_GPT-3_%E6%97%B6%E5%88%BB%E5%92%8C_Scaling_Law\" >\u673a\u5668\u4eba\u7684 GPT-3 \u65f6\u523b\u548c Scaling Law<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=38801\/#%E9%80%9A%E7%94%A8%E6%A8%A1%E5%9E%8B\" >\u901a\u7528\u6a21\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/17aitech.com\/?p=38801\/#Sonya_Huang%EF%BC%9A%E4%BD%A0%E4%B8%BA%E4%BB%80%E4%B9%88%E4%BC%9A%E4%B8%93%E6%B3%A8%E4%BA%8E%E7%B1%BB%E4%BA%BA%E6%9C%BA%E5%99%A8%E4%BA%BA%EF%BC%88humanoid_robots%EF%BC%89%EF%BC%9F\" >Sonya Huang\uff1a\u4f60\u4e3a\u4ec0\u4e48\u4f1a\u4e13\u6ce8\u4e8e\u7c7b\u4eba\u673a\u5668\u4eba\uff08humanoid robots\uff09\uff1f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/17aitech.com\/?p=38801\/#%E6%9C%BA%E5%99%A8%E4%BA%BA%E9%A2%86%E5%9F%9F%E7%9A%84%E5%A4%8D%E5%85%B4\" >\u673a\u5668\u4eba\u9886\u57df\u7684\u590d\u5174<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/17aitech.com\/?p=38801\/#%E8%99%9A%E6%8B%9F%E4%B8%96%E7%95%8C%E7%A0%94%E7%A9%B6\" >\u865a\u62df\u4e16\u754c\u7814\u7a76<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/17aitech.com\/?p=38801\/#Minecraft%E7%9A%84%E6%8E%A2%E7%B4%A2\" >Minecraft\u7684\u63a2\u7d22<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/17aitech.com\/?p=38801\/#%E6%99%BA%E8%83%BD%E4%BD%93%E7%9A%84%E4%BC%98%E5%8C%96\" >\u667a\u80fd\u4f53\u7684\u4f18\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/17aitech.com\/?p=38801\/#Transformer%E7%9A%84%E6%9B%BF%E4%BB%A3%E5%93%81\" >Transformer\u7684\u66ff\u4ee3\u54c1<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E4%BB%8E_OpenAI_%E5%88%B0%E8%8B%B1%E4%BC%9F%E8%BE%BE\"><\/span>\u4ece OpenAI \u5230\u82f1\u4f1f\u8fbe<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>Sonya Huang\uff1a\u6211\u542c\u8bf4\u4f60\u662f OpenAI \u7684\u9996\u4f4d\u5b9e\u4e60\u751f\u3002\u80fd\u5426\u5206\u4eab\u4e00\u4e0b\u4f60\u7684\u7ecf\u5386\uff0c\u544a\u8bc9\u6211\u4eec\u4f60\u662f\u600e\u4e48\u8d70\u5230\u73b0\u5728\u7684\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u5f53\u7136\u53ef\u4ee5\u30022016 \u5e74\u590f\u5929\uff0c\u6709\u670b\u53cb\u544a\u8bc9\u6211\u57ce\u91cc\u6709\u4e2a\u65b0\u7684\u521b\u4e1a\u516c\u53f8\uff0c\u5efa\u8bae\u6211\u53bb\u770b\u770b\u3002\u5f53\u65f6\u6211\u521a\u88ab\u5f55\u53d6\u4e3a\u535a\u58eb\u751f\uff0c\u90a3\u4e2a\u590f\u5929\u6bd4\u8f83\u7a7a\u95f2\uff0c\u4e8e\u662f\u6211\u51b3\u5b9a\u53bb\u90a3\u5bb6\u516c\u53f8\u4e00\u63a2\u7a76\u7adf\u3002\u7ed3\u679c\u90a3\u5bb6\u516c\u53f8\u5c31\u662f OpenAI\u3002\u5728\u6211\u52a0\u5165 OpenAI \u65f6\uff0c\u6211\u4eec\u5df2\u7ecf\u5728\u8ba8\u8bba\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u4e86\u3002<\/p>\n<p>\u5f53\u65f6\uff0c\u6211\u7684\u5bfc\u5e08\u662f Andrej Karpathy \u548c Ilya Sutskever\u3002\u6211\u4eec\u4e00\u8d77\u5408\u4f5c\u4e86\u4e00\u4e2a\u9879\u76ee\uff0c\u53eb\u505a\u201cWorld of Bits\u201d\u3002\u8fd9\u4e2a\u9879\u76ee\u7684\u60f3\u6cd5\u975e\u5e38\u7b80\u5355\uff1a\u6211\u4eec\u60f3\u6784\u5efa\u4e00\u4e2a AI \u667a\u80fd\u4f53\uff0c\u8ba9\u5b83\u80fd\u591f\u8bfb\u53d6\u8ba1\u7b97\u673a\u5c4f\u5e55\u4e0a\u7684\u50cf\u7d20\uff0c\u7136\u540e\u63a7\u5236\u952e\u76d8\u548c\u9f20\u6807\u3002\u4f60\u53ef\u4ee5\u60f3\u8c61\uff0c\u8fd9\u79cd\u754c\u9762\u975e\u5e38\u901a\u7528\u2014\u2014\u65e0\u8bba\u662f\u56de\u590d\u90ae\u4ef6\u3001\u73a9\u6e38\u620f\u8fd8\u662f\u6d4f\u89c8\u7f51\u9875\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7\u8fd9\u79cd\u50cf\u7d20\u5230\u952e\u76d8\u9f20\u6807\u7684\u6620\u5c04\u6765\u5b9e\u73b0\u3002<\/p>\n<p>\u8fd9\u662f\u6211\u5728 OpenAI \u7684\u7b2c\u4e00\u6b21 AGI \u5c1d\u8bd5\uff0c\u4e5f\u662f\u6211\u5728 AI \u667a\u80fd\u4f53\u7814\u7a76\u7684\u8d77\u70b9\u3002<\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u5f53\u65f6\u4f60\u4eec\u5728\u4f7f\u7528\u667a\u80fd\u4f53\u65f6\u9047\u5230\u4e86\u54ea\u4e9b\u6311\u6218\uff1f\u4f60\u89c9\u5f97\u6709\u54ea\u4e9b\u7a81\u7834\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u5f53\u65f6\u6211\u4eec\u4e3b\u8981\u4f7f\u7528\u7684\u662f\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u30022016 \u5e74\u8fd8\u6ca1\u6709 Transformer\u3002<\/p>\n<p>\u867d\u7136\u5f3a\u5316\u5b66\u4e60\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u8868\u73b0\u4e0d\u9519\uff0c\u4f46\u5b83\u7684\u6cdb\u5316\u80fd\u529b\u6709\u9650\u3002\u6211\u4eec\u65e0\u6cd5\u8ba9\u667a\u80fd\u4f53\u6839\u636e\u4efb\u610f\u8bed\u8a00\u6307\u4ee4\u6267\u884c\u5404\u79cd\u4efb\u52a1\uff0c\u6bd4\u5982\u4f7f\u7528\u952e\u76d8\u548c\u9f20\u6807\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u867d\u7136\u667a\u80fd\u4f53\u5728\u6211\u4eec\u8bbe\u8ba1\u7684\u4efb\u52a1\u4e2d\u53ef\u4ee5\u6b63\u5e38\u5de5\u4f5c\uff0c\u4f46\u5b83\u4e0d\u80fd\u771f\u6b63\u6cdb\u5316\u5230\u5176\u4ed6\u4efb\u52a1\u4e0a\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u6211\u8fdb\u5165\u4e0b\u4e00\u4e2a\u7814\u7a76\u9636\u6bb5\u7684\u8d77\u70b9\u3002<\/p>\n<p>\u6211\u53bb\u4e86\u65af\u5766\u798f\u5927\u5b66\uff0c\u5728\u674e\u98de\u98de\u6559\u6388\u7684\u6307\u5bfc\u4e0b\u653b\u8bfb\u535a\u58eb\u5b66\u4f4d\uff0c\u5f00\u59cb\u4e13\u6ce8\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u5177\u8eab\u667a\u80fd\u3002\u4ece 2016 \u5e74\u5230 2021 \u5e74\uff0c\u5728\u65af\u5766\u798f\u7684\u671f\u95f4\uff0c\u6211\u89c1\u8bc1\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u4ece\u9759\u6001\u89c6\u89c9\uff08\u5982\u56fe\u50cf\u548c\u89c6\u9891\u8bc6\u522b\uff09\u8f6c\u5411\u5177\u8eab\u89c6\u89c9\uff0c\u4e5f\u5c31\u662f\u8ba9\u667a\u80fd\u4f53\u5728\u4ea4\u4e92\u73af\u5883\u4e2d\u5b66\u4e60\u611f\u77e5\u5e76\u91c7\u53d6\u884c\u52a8\u3002\u8fd9\u79cd\u73af\u5883\u53ef\u4ee5\u662f\u865a\u62df\u7684\uff08\u5728\u6a21\u62df\u4e2d\uff09\uff0c\u4e5f\u53ef\u4ee5\u662f\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u7269\u7406\u73af\u5883\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u6211\u5728\u535a\u58eb\u671f\u95f4\u8f6c\u5411\u5177\u8eab\u667a\u80fd\u7684\u8fc7\u7a0b\u3002<\/p>\n<p>\u535a\u58eb\u6bd5\u4e1a\u540e\uff0c\u6211\u52a0\u5165\u4e86\u82f1\u4f1f\u8fbe\uff0c\u7ee7\u7eed\u4ece\u4e8b\u5177\u8eab\u667a\u80fd\u7684\u7814\u7a76\u3002\u6211\u628a\u535a\u58eb\u671f\u95f4\u7684\u7814\u7a76\u5e26\u5230\u4e86\u82f1\u4f1f\u8fbe\uff0c\u5e76\u4e00\u76f4\u5728\u8fd9\u4e2a\u9886\u57df\u5de5\u4f5c\u81f3\u4eca\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u4f60\u9886\u5bfc\u4e86\u82f1\u4f1f\u8fbe\u7684\u201c\u5177\u8eab\u667a\u80fd\u201d\u8ba1\u5212\u3002\u80fd\u5426\u7b80\u5355\u4ecb\u7ecd\u4e00\u4e0b\u8fd9\u4e2a\u9879\u76ee\u7684\u610f\u4e49\uff0c\u4ee5\u53ca\u4f60\u4eec\u5e0c\u671b\u8fbe\u6210\u7684\u76ee\u6807\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u76ee\u524d\u5171\u540c\u9886\u5bfc\u7684\u56e2\u961f\u53eb\u505a GEAR\uff0c\u5168\u79f0\u662f\u201c\u901a\u7528\u5177\u8eab\u667a\u80fd\u4f53\u7814\u7a76\u201d\u3002\u6211\u4eec\u7684\u6838\u5fc3\u5de5\u4f5c\u53ef\u4ee5\u7528\u4e00\u4e2a\u8bcd\u6982\u62ec\u2014\u2014\u201c\u751f\u6210\u884c\u52a8\u201d\u3002<\/p>\n<p>\u6211\u4eec\u81f4\u529b\u4e8e\u6784\u5efa\u5177\u8eab\u667a\u80fd\u4f53\uff0c\u8fd9\u4e9b\u667a\u80fd\u4f53\u80fd\u591f\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u6267\u884c\u52a8\u4f5c\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5982\u679c\u8fd9\u4e9b\u52a8\u4f5c\u53d1\u751f\u5728\u865a\u62df\u4e16\u754c\u4e2d\uff0c\u6211\u4eec\u7684\u5de5\u4f5c\u5c31\u6d89\u53ca\u6e38\u620f AI \u548c\u6a21\u62df\uff1b\u800c\u5982\u679c\u53d1\u751f\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\uff0c\u90a3\u5c31\u662f\u673a\u5668\u4eba\u6280\u672f\u3002<\/p>\n<p>\u4eca\u5e74\u4e09\u6708\u7684 GTC \u5927\u4f1a\u4e0a\uff0cJensen \u53d1\u5e03\u4e86\u540d\u4e3a\u201cProject GR00T\u201d\u7684\u9879\u76ee\uff0c\u8fd9\u662f\u82f1\u4f1f\u8fbe\u5728\u6253\u9020\u4eba\u5f62\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u65b9\u9762\u7684\u201c\u767b\u6708\u8ba1\u5212\u201d\uff0c\u4e5f\u662f GEAR \u56e2\u961f\u5f53\u524d\u7684\u91cd\u70b9\u3002<\/p>\n<p>\u6211\u4eec\u7684\u76ee\u6807\u662f\u4e3a\u4eba\u5f62\u673a\u5668\u4eba\uff0c\u751a\u81f3\u66f4\u591a\u9886\u57df\u7684\u667a\u80fd\u673a\u5668\u4eba\uff0c\u6784\u5efa\u5f3a\u5927\u7684 AI \u5927\u8111\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-c5f4199cd811f472f51017dc7dd96d18.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-c5f4199cd811f472f51017dc7dd96d18.png\"><\/a><\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u4f60\u8ba4\u4e3a\u82f1\u4f1f\u8fbe\u5728\u8fd9\u4e00\u9886\u57df\u7684\u7ade\u4e89\u4f18\u52bf\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u95ee\u9898\u3002<\/p>\n<p>\u9996\u5148\uff0c\u82f1\u4f1f\u8fbe\u7684\u4e00\u5927\u4f18\u52bf\u662f\u8ba1\u7b97\u8d44\u6e90\u3002\u6240\u6709\u8fd9\u4e9b\u57fa\u7840\u6a21\u578b\u7684\u6269\u5c55\u90fd\u9700\u8981\u5de8\u5927\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u800c\u6211\u4eec\u76f8\u4fe1 Scaling Law \u7684\u91cd\u8981\u6027\u3002\u867d\u7136\u6211\u4eec\u5df2\u7ecf\u5bf9\u7c7b\u4f3c L \u6a21\u578b\u7684 Scaling Law \u8fdb\u884c\u4e86\u7814\u7a76\uff0c\u4f46\u5177\u8eab\u667a\u80fd\u548c\u673a\u5668\u4eba\u9886\u57df\u7684 Scaling Law \u4ecd\u7136\u9700\u8981\u6df1\u5165\u63a2\u8ba8\uff0c\u6211\u4eec\u6b63\u5728\u79ef\u6781\u8fdb\u884c\u8fd9\u65b9\u9762\u7684\u5de5\u4f5c\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u7684\u7b2c\u4e8c\u4e2a\u5f3a\u9879\u662f\u6a21\u62df\u3002\u4f5c\u4e3a\u4e00\u5bb6\u66fe\u7ecf\u4e13\u6ce8\u4e8e\u56fe\u5f62\u7684\u516c\u53f8\uff0c\u82f1\u4f1f\u8fbe\u5728\u7269\u7406\u6a21\u62df\u3001\u6e32\u67d3\u4ee5\u53ca GPU \u5b9e\u65f6\u52a0\u901f\u65b9\u9762\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u4e13\u4e1a\u77e5\u8bc6\u3002\u8fd9\u4e9b\u6280\u672f\u5728\u6784\u5efa\u673a\u5668\u4eba\u65f6\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\uff0c\u6211\u4eec\u5728\u8fd9\u65b9\u9762\u7684\u79ef\u7d2f\u6781\u5927\u5730\u63a8\u52a8\u4e86\u6211\u4eec\u7684\u7814\u7a76\u3002<\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u5bf9\u6211\u6765\u8bf4\uff0c\u82f1\u4f1f\u8fbe\u5efa\u8bbe GR00T \u7684\u4e00\u4e2a\u6709\u8da3\u4e4b\u5904\u5728\u4e8e\uff0c\u4f60\u4e4b\u524d\u63d0\u5230\u7684\uff0c\u82f1\u4f1f\u8fbe\u62e5\u6709\u82af\u7247\u548c\u6a21\u578b\u672c\u8eab\u3002\u4f60\u8ba4\u4e3a\u82f1\u4f1f\u8fbe\u53ef\u4ee5\u5982\u4f55\u5728\u81ea\u6709\u82af\u7247\u4e0a\u4f18\u5316 GR00T\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u5728\u4e09\u6708\u7684 GTC \u5927\u4f1a\u4e0a\uff0cJensen \u8fd8\u53d1\u5e03\u4e86\u4e0b\u4e00\u4ee3\u8fb9\u7f18\u8ba1\u7b97\u82af\u7247\uff0c\u540d\u4e3a Jesson Sword\uff0c\u8fd9\u4e00\u53d1\u5e03\u4e0e\u9879\u76ee GR00T \u7684\u53d1\u5e03\u540c\u6b65\u8fdb\u884c\u3002<\/p>\n<p>\u6211\u4eec\u7684\u8ba1\u5212\u662f\u5c06\u8fd9\u4e9b\u82af\u7247\uff08\u5305\u62ec J \u548c Thor \u7cfb\u5217\uff09\u4e0e\u57fa\u7840\u6a21\u578b\u9879\u76ee GR00T\u3001\u4ee5\u53ca\u6211\u4eec\u5728\u8fc7\u7a0b\u4e2d\u5f00\u53d1\u7684\u6a21\u62df\u548c\u5b9e\u7528\u5de5\u5177\u7ed3\u5408\u8d77\u6765\uff0c\u5f62\u6210\u4e00\u4e2a\u7edf\u4e00\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u6253\u9020\u4e00\u4e2a\u4e00\u4f53\u5316\u7684\u8ba1\u7b97\u5e73\u53f0\uff0c\u4e13\u4e3a\u4eba\u5f62\u673a\u5668\u4eba\u548c\u667a\u80fd\u673a\u5668\u4eba\u8bbe\u8ba1\u3002<\/p>\n<p>\u6211\u7279\u522b\u559c\u6b22 Jensen \u7684\u4e00\u53e5\u8bdd\uff0c\u4ed6\u66fe\u8bf4\uff1a\u201c\u6240\u6709\u80fd\u79fb\u52a8\u7684\u4e1c\u897f\u6700\u7ec8\u90fd\u4f1a\u53d8\u5f97\u81ea\u4e3b\u3002\u201d\u6211\u4e5f\u975e\u5e38\u8ba4\u540c\u8fd9\u4e00\u89c2\u70b9\u3002<\/p>\n<p>\u867d\u7136\u73b0\u5728\u8fd8\u6ca1\u6709\u5b8c\u5168\u5b9e\u73b0\uff0c\u4f46\u6211\u4eec\u76f8\u4fe1\uff0c\u672a\u6765\u5341\u5e74\u6216\u66f4\u957f\u65f6\u95f4\u540e\uff0c\u667a\u80fd\u673a\u5668\u4eba\u5c06\u4f1a\u50cf iPhone \u4e00\u6837\u666e\u53ca\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u73b0\u5728\u5c31\u9700\u8981\u5f00\u59cb\u4e3a\u8fd9\u4e2a\u672a\u6765\u505a\u597d\u51c6\u5907\u3002<\/p>\n<p><\/p>\n<h2 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E5%BD%A2%E6%9C%BA%E5%99%A8%E4%BA%BA\"><\/span>\u4eba\u5f62\u673a\u5668\u4eba<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E6%9C%BA%E5%99%A8%E4%BA%BA%E7%9A%84_GPT-3_%E6%97%B6%E5%88%BB%E5%92%8C_Scaling_Law\"><\/span>\u673a\u5668\u4eba\u7684 GPT-3 \u65f6\u523b\u548c Scaling Law<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Stephanie Zhan\uff1a\u4e3a\u4ec0\u4e48\u4f60\u8ba4\u4e3a\u8bb8\u591a\u884c\u4e1a\u4ecd\u7136\u975e\u5e38\u91cd\u89c6\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u5462\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u5b9e\u9645\u4e0a\uff0c\u6211\u4eec\u786e\u5b9e\u9700\u8981\u5404\u79cd\u7c7b\u578b\u7684\u6570\u636e\uff0c\u56e0\u4e3a\u5355\u9760\u6a21\u62df\u6570\u636e\u6216\u771f\u5b9e\u4e16\u754c\u6570\u636e\u90fd\u8fdc\u8fdc\u4e0d\u591f\u3002\u56e0\u6b64\uff0c\u5728 GEAR \u56e2\u961f\u4e2d\uff0c\u6211\u4eec\u5c06\u6570\u636e\u7b56\u7565\u5206\u4e3a\u4e09\u5927\u7c7b\uff1a<\/p>\n<p>\u4e92\u8054\u7f51\u89c4\u6a21\u7684\u6570\u636e\uff1a\u5305\u62ec\u6240\u6709\u5728\u7ebf\u7684\u6587\u672c\u548c\u89c6\u9891\u3002<\/p>\n<p>\u6a21\u62df\u6570\u636e\uff1a\u6211\u4eec\u4f7f\u7528\u82f1\u4f1f\u8fbe\u7684\u6a21\u62df\u5de5\u5177\u751f\u6210\u5927\u91cf\u5408\u6210\u6570\u636e\u3002<\/p>\n<p>\u771f\u5b9e\u7684\u673a\u5668\u4eba\u6570\u636e\uff1a\u901a\u8fc7\u8fdc\u7a0b\u64cd\u4f5c\u673a\u5668\u4eba\u6765\u6536\u96c6\u548c\u8bb0\u5f55\u5b9e\u9645\u64cd\u4f5c\u4e2d\u7684\u6570\u636e\u3002<\/p>\n<p>\u6211\u76f8\u4fe1\uff0c\u6210\u529f\u7684\u673a\u5668\u4eba\u6218\u7565\u9700\u8981\u6709\u6548\u6574\u5408\u8fd9\u4e09\u7c7b\u6570\u636e\uff0c\u4ee5\u63d0\u4f9b\u5168\u9762\u4e14\u7edf\u4e00\u7684\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u79cd\u7efc\u5408\u7684\u6570\u636e\u7b56\u7565\u80fd\u591f\u66f4\u597d\u5730\u652f\u6301\u673a\u5668\u4eba\u5728\u5404\u79cd\u73af\u5883\u4e2d\u7684\u8868\u73b0\u548c\u9002\u5e94\u6027\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u6211\u4eec\u4e4b\u524d\u8ba8\u8bba\u8fc7\u5728\u6784\u5efa\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u65f6\u6570\u636e\u7684\u74f6\u9888\u95ee\u9898\u3002\u4f60\u600e\u4e48\u770b\u5f85\u8fd9\u4e2a\u95ee\u9898\uff1f\u5177\u4f53\u6765\u8bf4\uff0c\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u9700\u8981\u4ec0\u4e48\u6837\u7684\u9ad8\u8d28\u91cf\u6570\u636e\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u4eec\u8ba8\u8bba\u7684\u4e09\u79cd\u6570\u636e\u7c7b\u578b\u90fd\u6709\u5404\u81ea\u7684\u4f18\u7f3a\u70b9\u3002<\/p>\n<p>\u9996\u5148\uff0c\u4e92\u8054\u7f51\u6570\u636e\u79cd\u7c7b\u7e41\u591a\uff0c\u5305\u542b\u4e30\u5bcc\u7684\u5e38\u8bc6\u4fe1\u606f\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u4e86\u89e3\u4eba\u7c7b\u5982\u4f55\u4e0e\u7269\u4f53\u4e92\u52a8\uff0c\u4f46\u4e0d\u5305\u542b\u673a\u5668\u4eba\u7684\u52a8\u4f5c\u63a7\u5236\u4fe1\u53f7\uff0c\u56e0\u6b64\u4e0d\u80fd\u76f4\u63a5\u83b7\u5f97\u673a\u5668\u4eba\u7684\u52a8\u4f5c\u6570\u636e\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u6a21\u62df\u6570\u636e\u53ef\u4ee5\u63d0\u4f9b\u8be6\u7ec6\u7684\u52a8\u4f5c\u6570\u636e\u5e76\u89c2\u5bdf\u5176\u6548\u679c\uff0c\u6570\u636e\u51e0\u4e4e\u662f\u65e0\u9650\u7684\u4e14\u91c7\u96c6\u6548\u7387\u9ad8\u3002\u4f46\u6a21\u62df\u548c\u73b0\u5b9e\u4e4b\u95f4\u4ecd\u5b58\u5728\u5dee\u8ddd\uff0c\u6bd4\u5982\u7269\u7406\u6548\u679c\u548c\u89c6\u89c9\u6548\u679c\u4e0d\u5b8c\u5168\u4e00\u81f4\uff0c\u573a\u666f\u4e5f\u4e0d\u5982\u73b0\u5b9e\u4e16\u754c\u591a\u6837\u3002<\/p>\n<p>\u6700\u540e\uff0c\u771f\u5b9e\u7684\u673a\u5668\u4eba\u6570\u636e\u6765\u81ea\u771f\u5b9e\u4e16\u754c\uff0c\u6ca1\u6709\u6a21\u62df\u4e0e\u73b0\u5b9e\u7684\u5dee\u8ddd\uff0c\u4f46\u91c7\u96c6\u6210\u672c\u9ad8\uff0c\u9700\u8981\u4eba\u5de5\u64cd\u4f5c\u6240\u4ee5\u91c7\u96c6\u901f\u5ea6\u53d7\u9650\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6700\u4f73\u7684\u7b56\u7565\u662f\u7efc\u5408\u8fd9\u4e09\u79cd\u6570\u636e\u7684\u4f18\u70b9\uff0c\u5f25\u8865\u5f7c\u6b64\u7684\u4e0d\u8db3\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u5982\u679c\u4f60\u80fd\u5c55\u671b\u4e00\u4e0b\u672a\u6765\u4e94\u5e74\u6216\u5341\u5e74\uff0c\u4f60\u5e0c\u671b\u4f60\u4eec\u7684\u56e2\u961f\u80fd\u591f\u5b9e\u73b0\u54ea\u4e9b\u68a6\u60f3\u548c\u6210\u5c31\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u867d\u7136\u8fd9\u53ea\u662f\u6211\u7684\u9884\u6d4b\uff0c\u4f46\u6211\u5e0c\u671b\u5728\u63a5\u4e0b\u6765\u7684\u4e24\u5230\u4e09\u5e74\u5185\uff0c\u6211\u4eec\u80fd\u591f\u770b\u5230\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\u7684\u7a81\u7834\u3002\u8fd9\u5c06\u7c7b\u4f3c\u4e8e\u673a\u5668\u4eba\u9886\u57df\u7684GPT-3\u65f6\u523b\u3002<\/p>\n<p>\u7136\u800c\uff0c\u673a\u5668\u4eba\u8fdb\u5165\u4eba\u4eec\u65e5\u5e38\u751f\u6d3b\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u95ee\u9898\uff0c\u8fd8\u6d89\u53ca\u7ecf\u6d4e\u6027\u3001\u5927\u89c4\u6a21\u751f\u4ea7\u80fd\u529b\u3001\u786c\u4ef6\u5b89\u5168\u6027\u3001\u9690\u79c1\u548c\u6cd5\u89c4\u7b49\u591a\u4e2a\u65b9\u9762\u3002<\/p>\n<p>\u8fd9\u4e9b\u56e0\u7d20\u53ef\u80fd\u4f1a\u5ef6\u7f13\u673a\u5668\u4eba\u7684\u666e\u53ca\uff0c\u56e0\u6b64\u65f6\u95f4\u8868\u4f1a\u6bd4\u8f83\u96be\u4ee5\u9884\u6d4b\u3002\u4f46\u6211\u786e\u5b9e\u5e0c\u671b\u5728\u672a\u6765\u4e24\u5230\u4e09\u5e74\u5185\u770b\u5230\u7814\u7a76\u53d6\u5f97\u5b9e\u8d28\u6027\u8fdb\u5c55\u3002<\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u4f60\u5982\u4f55\u5b9a\u4e49\u4eba\u5de5\u667a\u80fd\u673a\u5668\u4eba\u7684GPT-3\u65f6\u523b\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u5c06\u673a\u5668\u4eba\u89c6\u4e3a\u4e24\u4e2a\u90e8\u5206\uff1a\u7cfb\u7edf\u4e00\u548c\u7cfb\u7edf\u4e8c\u3002\u8fd9\u4e00\u6982\u5ff5\u6765\u6e90\u4e8e\u300a\u601d\u8003\uff0c\u5feb\u4e0e\u6162\u300b\u3002<\/p>\n<p>\u7cfb\u7edf\u4e00\u6d89\u53ca\u4f4e\u5c42\u6b21\u7684\u3001\u65e0\u610f\u8bc6\u7684\u52a8\u4f5c\u63a7\u5236\uff0c\u6bd4\u5982\u63e1\u676f\u5b50\u65f6\u7684\u624b\u6307\u8fd0\u52a8\u3002\u800c\u7cfb\u7edf\u4e8c\u5219\u662f\u6df1\u601d\u719f\u8651\u7684\u63a8\u7406\u548c\u89c4\u5212\u3002<\/p>\n<p>GPT-3\u65f6\u523b\u6307\u7684\u662f\u673a\u5668\u4eba\u5728\u7cfb\u7edf\u4e00\u65b9\u9762\u7684\u7a81\u7834\u3002\u6bd4\u5982\uff0c\u201c\u6253\u5f00\u201d\u8fd9\u4e2a\u8bcd\u5728\u4e0d\u540c\u60c5\u5883\u4e0b\u6709\u4e0d\u540c\u542b\u4e49\uff0c\u4eba\u7c7b\u81ea\u7136\u7406\u89e3\u8fd9\u4e9b\u542b\u4e49\uff0c\u4f46\u76ee\u524d\u7684\u673a\u5668\u4eba\u6a21\u578b\u8fd8\u672a\u80fd\u5728\u8fd9\u4e9b\u4f4e\u5c42\u6b21\u52a8\u4f5c\u63a7\u5236\u4e0a\u8fdb\u884c\u6709\u6548\u6cdb\u5316\u3002<\/p>\n<p>\u6211\u671f\u5f85\u672a\u6765\u80fd\u51fa\u73b0\u8fd9\u6837\u7684\u6a21\u578b\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u90a3\u4e48\uff0c\u5173\u4e8e\u7cfb\u7edf\u4e8c\u7684\u601d\u8003\u5462\uff1f\u4f60\u8ba4\u4e3a\u6211\u4eec\u5982\u4f55\u624d\u80fd\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff1f\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u9886\u57df\u7684\u4e00\u4e9b\u63a8\u7406\u52aa\u529b\u662f\u5426\u4f1a\u5bf9\u673a\u5668\u4eba\u9886\u57df\u6709\u6240\u542f\u53d1\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u786e\u5b9e\u6709\u542f\u53d1\u3002<\/p>\n<p>\u76ee\u524d\u7684\u6a21\u578b\u5728\u7cfb\u7edf\u4e8c\u7684\u63a8\u7406\u548c\u89c4\u5212\u65b9\u9762\u5df2\u6709\u8fdb\u5c55\u3002\u4f46\u5c06\u7cfb\u7edf\u4e8c\u4e0e\u7cfb\u7edf\u4e00\u7ed3\u5408\u662f\u4e2a\u6311\u6218\u3002\u6211\u4eec\u9700\u8981\u51b3\u5b9a\u662f\u7528\u4e00\u4e2a\u7edf\u4e00\u7684\u6a21\u578b\uff0c\u8fd8\u662f\u5206\u5f00\u4f7f\u7528\u7cfb\u7edf\u4e00\u548c\u7cfb\u7edf\u4e8c\uff0c\u5e76\u8ba9\u5b83\u4eec\u4e92\u76f8\u6c9f\u901a\u3002<\/p>\n<p>\u6574\u4f53\u6a21\u578b\u7684\u7ef4\u62a4\u5f88\u7b80\u5355\uff0c\u4f46\u5177\u4f53\u7684\u63a7\u5236\u6bd4\u8f83\u590d\u6742\uff0c\u5206\u5c42\u65b9\u6cd5\u53ef\u80fd\u66f4\u6709\u6548\u3002\u5982\u4f55\u5728\u8fd9\u4e24\u79cd\u7cfb\u7edf\u95f4\u8fdb\u884c\u6709\u6548\u6c9f\u901a\u4ecd\u4e0d\u660e\u786e\uff0c\u8fd9\u5c06\u662f\u672a\u6765\u7684\u7814\u7a76\u91cd\u70b9\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u4f60\u8ba4\u4e3a\u6211\u4eec\u80fd\u5728\u7cfb\u7edf\u4e00\u601d\u7ef4\u65b9\u9762\u53d6\u5f97\u7a81\u7834\u5417\uff1f\u662f\u901a\u8fc7\u89c4\u6a21\u548c Transformer \u7684\u63d0\u5347\uff0c\u8fd8\u662f\u66f4\u591a\u4f9d\u8d56\u4e8e\u8fd0\u6c14\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u5e0c\u671b\u6211\u4eec\u7684\u6570\u636e\u7b56\u7565\u80fd\u5e2e\u52a9\u5b9e\u73b0\u7a81\u7834\u3002Transformer \u7684\u6f5c\u529b\u5c1a\u672a\u5b8c\u5168\u53d1\u6325\u3002<\/p>\n<p>\u6211\u4eec\u9700\u8981\u6574\u5408\u4e92\u8054\u7f51\u6570\u636e\u3001\u6a21\u62df\u6570\u636e\u548c\u771f\u5b9e\u673a\u5668\u4eba\u6570\u636e\uff0c\u4e00\u65e6\u5728\u6570\u636e\u7ba1\u9053\u4e2d\u6269\u5927\u89c4\u6a21\uff0c\u5e76\u5c06\u9ad8\u8d28\u91cf\u7684\u52a8\u4f5c\u6570\u636e\u6807\u8bb0\u5316\u540e\u4f20\u9012\u7ed9 Transformer\uff0c\u53ef\u80fd\u4f1a\u770b\u5230\u65b0\u7279\u6027\u3002<\/p>\n<p>\u6211\u79f0\u4e4b\u4e3a\u5177\u8eab\u667a\u80fd\u7684 Scaling Law\uff0c\u73b0\u5728\u53ea\u662f\u5f00\u59cb\u3002<\/p>\n<h3 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E9%80%9A%E7%94%A8%E6%A8%A1%E5%9E%8B\"><\/span>\u901a\u7528\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4><span class=\"ez-toc-section\" id=\"Sonya_Huang%EF%BC%9A%E4%BD%A0%E4%B8%BA%E4%BB%80%E4%B9%88%E4%BC%9A%E4%B8%93%E6%B3%A8%E4%BA%8E%E7%B1%BB%E4%BA%BA%E6%9C%BA%E5%99%A8%E4%BA%BA%EF%BC%88humanoid_robots%EF%BC%89%EF%BC%9F\"><\/span><strong>Sonya Huang\uff1a\u4f60\u4e3a\u4ec0\u4e48\u4f1a\u4e13\u6ce8\u4e8e\u7c7b\u4eba\u673a\u5668\u4eba\uff08humanoid robots\uff09\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><strong>Jim Fan\uff1a<\/strong>\u6709\u51e0\u4e2a\u5b9e\u9645\u7684\u539f\u56e0\u3002\u9996\u5148\uff0c\u7c7b\u4eba\u673a\u5668\u4eba\u8bad\u7ec3\u8d77\u6765\u76f8\u5bf9\u5bb9\u6613\uff0c\u56e0\u4e3a\u7f51\u4e0a\u6709\u5927\u91cf\u4ee5\u4eba\u7c7b\u4e3a\u4e2d\u5fc3\u7684\u6570\u636e\u548c\u89c6\u9891\uff0c\u8fd9\u4e9b\u6570\u636e\u8bb0\u5f55\u4e86\u6211\u4eec\u65e5\u5e38\u7684\u6d3b\u52a8\u3002\u7531\u4e8e\u7c7b\u4eba\u673a\u5668\u4eba\u7684\u5f62\u6001\u63a5\u8fd1\u4eba\u7c7b\uff0c\u5b83\u4eec\u80fd\u591f\u66f4\u597d\u5730\u5229\u7528\u8fd9\u4e9b\u6570\u636e\uff0c\u5c24\u5176\u662f\u4e94\u6307\u64cd\u4f5c\u7684\u573a\u666f\u3002\u638c\u63e1\u4e86\u7c7b\u4eba\u673a\u5668\u4eba\u6280\u672f\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6280\u672f\u8fc1\u79fb\u5230\u5176\u4ed6\u7c7b\u578b\u7684\u673a\u5668\u4eba\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u5e7f\u6cdb\u7684\u901a\u7528\u6027\u3002<\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u6240\u4ee5\u4f60\u4eec\u73b0\u5728\u53ea\u4e13\u6ce8\u4e8e\u8bad\u7ec3\u7c7b\u4eba\u673a\u5668\u4eba\uff0c\u800c\u4e0d\u662f\u673a\u5668\u4eba\u624b\u81c2\u6216\u673a\u5668\u4eba\u72d7\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u662f\u7684\uff0c\u76ee\u524d\u6211\u4eec\u7684\u91cd\u70b9\u786e\u5b9e\u662f\u7c7b\u4eba\u673a\u5668\u4eba\u3002\u4e0d\u8fc7\uff0c\u6211\u4eec\u5f00\u53d1\u7684\u7ba1\u9053\uff0c\u5305\u62ec\u6a21\u62df\u548c\u771f\u5b9e\u673a\u5668\u4eba\u5de5\u5177\uff0c\u5177\u5907\u4e86\u8db3\u591f\u7684\u901a\u7528\u6027\uff0c\u672a\u6765\u53ef\u4ee5\u9002\u5e94\u5176\u4ed6\u673a\u5668\u4eba\u5e73\u53f0\u3002<\/p>\n<p>\u6211\u4eec\u7684\u76ee\u6807\u662f\u6784\u5efa\u4e00\u4e2a\u5e7f\u6cdb\u9002\u7528\u7684\u5de5\u5177\uff0c\u4ee5\u4fbf\u5728\u672a\u6765\u53ef\u4ee5\u5e94\u7528\u4e8e\u591a\u79cd\u673a\u5668\u4eba\u5f62\u6001\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u4f60\u63d0\u5230\u4e86\u5f88\u591a\u6b21\u201c\u901a\u7528\u201d\u8fd9\u4e2a\u8bcd\uff0c\u4f60\u4e3a\u4ec0\u4e48\u9009\u62e9\u4e86\u901a\u7528\u7684\u65b9\u6cd5\uff1f\u53e6\u5916\uff0c\u4f60\u8ba4\u4e3a Richard Sutton \u7684\u201c\u66f4\u60e8\u7684\u6559\u8bad\u201d\u662f\u5426\u5728\u673a\u5668\u4eba\u9886\u57df\u4e5f\u9002\u7528\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u8ba4\u4e3a\u901a\u7528\u6a21\u578b\u786e\u5b9e\u662f\u503c\u5f97\u8ffd\u6c42\u7684\u3002\u6211\u5148\u8bb2\u8bb2\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u7684\u6210\u529f\u6545\u4e8b\u3002<\/p>\n<p>\u5728 ChatGPT \u548c GPT-3 \u51fa\u73b0\u4e4b\u524d\uff0cNLP \u9886\u57df\u6709\u5f88\u591a\u4e13\u7528\u7684\u6a21\u578b\u548c\u6d41\u7a0b\uff0c\u7528\u4e8e\u7ffb\u8bd1\u3001\u7f16\u7801\u3001\u6570\u5b66\u8fd0\u7b97\u548c\u521b\u610f\u5199\u4f5c\u7b49\u3002\u8fd9\u4e9b\u6a21\u578b\u548c\u6d41\u7a0b\u90fd\u662f\u4e3a\u7279\u5b9a\u4efb\u52a1\u91cf\u8eab\u5b9a\u505a\u7684\u4e13\u7528\u6a21\u578b\u3002<\/p>\n<p>\u4f46 ChatGPT \u7684\u51fa\u73b0\u5c06\u8fd9\u4e9b\u529f\u80fd\u7edf\u4e00\u5230\u4e00\u4e2a\u901a\u7528\u6a21\u578b\u4e2d\u3002GPT-3\u548cChatGPT\u4f5c\u4e3a\u901a\u7528\u6a21\u578b\uff0c\u53ef\u4ee5\u88ab\u63d0\u793a\u3001\u5fae\u8c03\u548c\u63d0\u70bc\uff0c\u4ee5\u9002\u5e94\u5404\u79cd\u4e13\u7528\u4efb\u52a1\u3002<\/p>\n<p>\u901a\u7528\u6a21\u578b\u901a\u5e38\u6bd4\u4e13\u7528\u6a21\u578b\u66f4\u5f3a\u5927\uff0c\u66f4\u6613\u4e8e\u7ef4\u62a4\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ea\u9700\u8981\u4e00\u4e2aAPI\u6765\u5904\u7406\u8f93\u5165\u548c\u8f93\u51fa\u3002<\/p>\n<p>\u5728\u673a\u5668\u4eba\u9886\u57df\uff0c\u6211\u4eec\u5e0c\u671b\u501f\u9274 NLP \u7684\u6210\u529f\u7ecf\u9a8c\u3002<\/p>\n<p>\u76ee\u524d\u5927\u591a\u6570\u673a\u5668\u4eba\u5e94\u7528\u4ecd\u5904\u4e8e\u4e13\u7528\u9636\u6bb5\uff0c\u4f7f\u7528\u7279\u5b9a\u7684\u786c\u4ef6\u3001\u6570\u636e\u548c\u6d41\u7a0b\u3002GR00T \u7684\u76ee\u6807\u662f\u5efa\u7acb\u4e00\u4e2a\u901a\u7528\u57fa\u7840\u6a21\u578b\uff0c\u9996\u5148\u5728\u7c7b\u4eba\u673a\u5668\u4eba\u4e0a\u5e94\u7528\uff0c\u4e4b\u540e\u53ef\u4ee5\u63a8\u5e7f\u5230\u5176\u4ed6\u673a\u5668\u4eba\u5f62\u6001\u3002<\/p>\n<p>\u4e00\u65e6\u6211\u4eec\u6709\u4e86\u8fd9\u6837\u7684\u901a\u7528\u6a21\u578b\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5bf9\u5176\u8fdb\u884c\u5fae\u8c03\u548c\u63d0\u70bc\uff0c\u4ee5\u5e94\u5bf9\u7279\u5b9a\u7684\u673a\u5668\u4eba\u4efb\u52a1\u3002<\/p>\n<p>\u5c3d\u7ba1\u77ed\u671f\u5185\u4e13\u6ce8\u4e8e\u7279\u5b9a\u4efb\u52a1\u4f1a\u66f4\u5bb9\u6613\uff0c\u4f46\u82f1\u4f1f\u8fbe\u8ba9\u6211\u4eec\u76f8\u4fe1\uff0c\u672a\u6765\u5c5e\u4e8e\u901a\u7528\u6a21\u578b\u3002\u867d\u7136\u5f00\u53d1\u5468\u671f\u8f83\u957f\u4e14\u9762\u4e34\u66f4\u591a\u590d\u6742\u7684\u7814\u7a76\u95ee\u9898\uff0c\u4f46\u8fd9\u662f\u6211\u4eec\u8ffd\u6c42\u7684\u4e3b\u8981\u76ee\u6807\u3002<\/p>\n<h3 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E6%9C%BA%E5%99%A8%E4%BA%BA%E9%A2%86%E5%9F%9F%E7%9A%84%E5%A4%8D%E5%85%B4\"><\/span>\u673a\u5668\u4eba\u9886\u57df\u7684\u590d\u5174<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Sonya Huang\uff1a\u4f60\u4eec\u7684\u7814\u7a76\u4e2d\u6709\u6ca1\u6709\u7279\u522b\u503c\u5f97\u5f3a\u8c03\u7684\u6210\u679c\uff1f\u6709\u6ca1\u6709\u4ec0\u4e48\u8ba9\u4f60\u5bf9\u4f60\u4eec\u7684\u65b9\u6cd5\u611f\u5230\u4e50\u89c2\u6216\u5145\u6ee1\u4fe1\u5fc3\u7684\u5730\u65b9\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u786e\u5b9e\u6709\u4e00\u4e2a\u503c\u5f97\u7279\u522b\u63d0\u5230\u7684\u6210\u679c\uff0c\u90a3\u5c31\u662f\u6211\u4eec\u7684 Urea \u9879\u76ee\u3002\u6211\u4eec\u5c55\u793a\u4e86\u4e00\u4e2a\u4e94\u6307\u673a\u5668\u4eba\u624b\u80fd\u591f\u6210\u529f\u8f6c\u7b14\u7684\u4efb\u52a1\u3002<\/p>\n<p>\u8fd9\u4e2a\u4efb\u52a1\u5bf9\u6211\u6765\u8bf4\u5c24\u5176\u5177\u6709\u4e2a\u4eba\u610f\u4e49\uff0c\u56e0\u4e3a\u6211\u5c0f\u65f6\u5019\u5c1d\u8bd5\u8f6c\u7b14\u603b\u662f\u505a\u5f97\u4e0d\u597d\u3002\u5982\u679c\u6211\u81ea\u5df1\u53bb\u505a\u73b0\u573a\u6f14\u793a\uff0c\u6211\u53ef\u80fd\u4f1a\u641e\u7838\uff0c\u4f46\u6211\u4eec\u7684\u673a\u5668\u4eba\u624b\u5374\u80fd\u8f7b\u677e\u5b8c\u6210\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-e570f259c28afed5cec708305a0f48fb.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-e570f259c28afed5cec708305a0f48fb.gif\"><\/a><\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u7684\u5173\u952e\u5728\u4e8e\uff0c\u6211\u4eec\u4f7f\u7528\u4e86 L \u6a21\u578b\u6765\u7f16\u5199\u4ee3\u7801\uff0c\u8fd9\u4e9b\u4ee3\u7801\u7528\u4e8e\u82f1\u4f1f\u8fbe\u5f00\u53d1\u7684 IS6 Sim API \u6a21\u62df\u5668\u3002<\/p>\n<p>L\u6a21\u578b\u751f\u6210\u7684\u4ee3\u7801\u5b9a\u4e49\u4e86\u5956\u52b1\u51fd\u6570\uff0c\u8fd9\u4e2a\u51fd\u6570\u7528\u4e8e\u89c4\u8303\u6211\u4eec\u671f\u671b\u7684\u7406\u60f3\u884c\u4e3a\u3002\u673a\u5668\u4eba\u6309\u7167\u5956\u52b1\u51fd\u6570\u7684\u6307\u5bfc\u8fdb\u884c\u64cd\u4f5c\uff0c\u6b63\u786e\u6267\u884c\u4efb\u52a1\u4f1a\u83b7\u5f97\u5956\u52b1\uff0c\u9519\u8bef\u5219\u4f1a\u53d7\u5230\u60e9\u7f5a\u3002<\/p>\n<p>\u901a\u5e38\uff0c\u5956\u52b1\u51fd\u6570\u7684\u8bbe\u8ba1\u662f\u7531\u4e13\u5bb6\u8fdb\u884c\u7684\uff0c\u8fd9\u9700\u8981\u5927\u91cf\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u624b\u52a8\u64cd\u4f5c\u3002\u800c Urea \u9879\u76ee\u901a\u8fc7\u81ea\u52a8\u5316\u8bbe\u8ba1\u5956\u52b1\u51fd\u6570\uff0c\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u5b8c\u6210\u590d\u6742\u7684\u4efb\u52a1\uff0c\u5982\u8f6c\u7b14\u3002<\/p>\n<p>\u8fd9\u4e2a\u901a\u7528\u6280\u672f\u4e0d\u4ec5\u9650\u4e8e\u8f6c\u7b14\uff0c\u6211\u4eec\u8ba1\u5212\u5c06\u5176\u5e94\u7528\u4e8e\u66f4\u591a\u4efb\u52a1\uff0c\u5e76\u5728\u82f1\u4f1f\u8fbe\u7684\u6a21\u62dfAPI\u4e2d\u751f\u6210\u65b0\u7684\u4efb\u52a1\u3002\u8fd9\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u5de8\u5927\u7684\u53d1\u5c55\u7a7a\u95f4\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u4f60\u8ba4\u4e3a\u8fd9\u6b21\u673a\u5668\u4eba\u9886\u57df\u7684\u590d\u5174\u539f\u56e0\u662f\u4ec0\u4e48\uff1f\u4e94\u5e74\u524d\uff0c\u7814\u7a76\u4eba\u5458\u5c1d\u8bd5\u7528\u673a\u5668\u4eba\u624b\u89e3\u51b3\u9b54\u65b9\u7b49\u95ee\u9898\u65f6\uff0c\u66fe\u6709\u8fc7\u4e00\u6bb5\u5e7b\u706d\u671f\u3002\u73b0\u5728\u8fd9\u4e2a\u9886\u57df\u53c8\u91cd\u65b0\u6d3b\u8dc3\u8d77\u6765\uff0c\u4f60\u8ba4\u4e3a\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u73b0\u5728\u6709\u51e0\u4e2a\u5173\u952e\u56e0\u7d20\u4f7f\u60c5\u51b5\u4e0d\u540c\u3002<\/p>\n<p>\u9996\u5148\u662f\u786c\u4ef6\u7684\u8fdb\u6b65\u3002\u8fd1\u5e74\u6765\uff0c\u65b0\u578b\u673a\u5668\u4eba\u786c\u4ef6\u7684\u51fa\u73b0\u901f\u5ea6\u975e\u5e38\u5feb\u3002\u4f8b\u5982\uff0c\u7279\u65af\u62c9\u6b63\u5728\u7814\u53d1 Optimus\uff0c\u6ce2\u58eb\u987f\u52a8\u529b\u7b49\u516c\u53f8\u4e5f\u4e0d\u65ad\u63a8\u51fa\u65b0\u6280\u672f\uff0c\u8fd8\u6709\u5f88\u591a\u521d\u521b\u516c\u53f8\u8fdb\u5165\u8fd9\u4e00\u9886\u57df\u3002\u8fd9\u4e9b\u65b0\u786c\u4ef6\u66f4\u5148\u8fdb\uff0c\u4f8b\u5982\u66f4\u7075\u6d3b\u7684\u673a\u68b0\u624b\u548c\u66f4\u9ad8\u7684\u53ef\u9760\u6027\uff0c\u8fd9\u662f\u4e00\u4e2a\u91cd\u8981\u56e0\u7d20\u3002<\/p>\n<p>\u5176\u6b21\u662f\u4ef7\u683c\u7684\u4e0b\u964d\uff0c\u7c7b\u4eba\u673a\u5668\u4eba\u7684\u4ef7\u683c\u663e\u8457\u964d\u4f4e\u30022001 \u5e74\uff0cNASA \u5f00\u53d1\u7684\u4eba\u5f62\u673a\u5668\u4eba Robonaut \u4ef7\u683c\u8d85\u8fc7 150 \u4e07\u7f8e\u5143\u3002\u800c\u6700\u8fd1\u4e00\u4e9b\u516c\u53f8\u80fd\u5c06\u4eba\u5f62\u673a\u5668\u4eba\u7684\u4ef7\u683c\u964d\u5230\u7ea6 3 \u4e07\u7f8e\u5143\uff0c\u8fd9\u76f8\u5f53\u4e8e\u4e00\u8f86\u6c7d\u8f66\u7684\u4ef7\u683c\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u6210\u719f\u4ea7\u54c1\u7684\u4ef7\u683c\u5f80\u5f80\u63a5\u8fd1\u539f\u6750\u6599\u6210\u672c\u3002\u4eba\u5f62\u673a\u5668\u4eba\u901a\u5e38\u53ea\u9700\u6c7d\u8f66\u539f\u6750\u6599\u7684 4%\uff0c\u6240\u4ee5\u672a\u6765\u51e0\u5e74\u6211\u4eec\u53ef\u80fd\u4f1a\u770b\u5230\u4ef7\u683c\u7ee7\u7eed\u4e0b\u964d\uff0c\u751a\u81f3\u51fa\u73b0\u6307\u6570\u7ea7\u7684\u964d\u5e45\uff0c\u4f7f\u8fd9\u4e9b\u5148\u8fdb\u786c\u4ef6\u53d8\u5f97\u66f4\u52a0\u5b9e\u60e0\u3002<\/p>\n<p>\u7b2c\u4e09\u4e2a\u56e0\u7d20\u662f\u57fa\u7840\u6a21\u578b\u7684\u8fdb\u5c55\u3002\u6211\u4eec\u73b0\u5728\u770b\u5230\u7684\u524d\u6cbf\u6a21\u578b\u5982 GPT\u3001Claude \u548c Llamas\u7b49\u5728\u63a8\u7406\u548c\u89c4\u5212\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\u3002\u8fd9\u4e9b\u8bed\u8a00\u6a21\u578b\u4e0d\u4ec5\u80fd\u591f\u6269\u5c55\u5230\u65b0\u573a\u666f\uff0c\u8fd8\u80fd\u7f16\u5199\u4ee3\u7801\u3002\u6211\u4eec\u5728 Urea \u9879\u76ee\u4e2d\u5c31\u662f\u5229\u7528\u8fd9\u4e9b\u8bed\u8a00\u6a21\u578b\u7684\u7f16\u7801\u80fd\u529b\u6765\u5f00\u53d1\u65b0\u7684\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u8de8\u6a21\u6001\u6a21\u578b\u7684\u5174\u8d77\u4e5f\u6539\u5584\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u611f\u77e5\u80fd\u529b\u3002\u8fd9\u4e9b\u6210\u529f\u6848\u4f8b\u9f13\u52b1\u6211\u4eec\u7ee7\u7eed\u8ffd\u6c42\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\uff0c\u5229\u7528\u524d\u6cbf\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u518d\u7ed3\u5408\u52a8\u4f5c\u751f\u6210\u6280\u672f\uff0c\u63a8\u52a8\u7c7b\u4eba\u673a\u5668\u4eba\u7684\u53d1\u5c55\u3002<\/p>\n<p><\/p>\n<h2 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E8%99%9A%E6%8B%9F%E4%B8%96%E7%95%8C%E7%A0%94%E7%A9%B6\"><\/span>\u865a\u62df\u4e16\u754c\u7814\u7a76<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"Minecraft%E7%9A%84%E6%8E%A2%E7%B4%A2\"><\/span>Minecraft\u7684\u63a2\u7d22<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Sonya Huang\uff1a\u4f60\u6700\u521d\u7684\u7814\u7a76\u4e3b\u8981\u96c6\u4e2d\u5728\u865a\u62df\u4e16\u754c\u3002\u80fd\u8c08\u8c08\u4f60\u4e3a\u4ec0\u4e48\u5bf9Minecraft\u611f\u5174\u8da3\uff0c\u4ee5\u53ca\u5b83\u4e0e\u673a\u5668\u4eba\u6280\u672f\u7684\u5173\u7cfb\u5417\uff1f\u865a\u62df\u4e16\u754c\u5bf9\u4f60\u6765\u8bf4\u6709\u4ec0\u4e48\u7279\u522b\u7684\u5438\u5f15\u529b\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u7684\u76ee\u6807\u662f\u89e3\u51b3\u5177\u8eab\u667a\u80fd\u7684\u95ee\u9898\uff0c\u5305\u62ec\u6e38\u620f\u548c\u4eff\u771f\uff0c\u8fd9\u4e5f\u662f\u6211\u5bf9\u865a\u62df\u4e16\u754c\u7279\u522b\u611f\u5174\u8da3\u7684\u539f\u56e0\u3002\u6211\u559c\u6b22\u73a9\u6e38\u620f\uff0c\u6240\u4ee5\u5bf9 Minecraft \u7279\u522b\u611f\u5174\u8da3\u3002\u6211\u4e0d\u662f\u7279\u522b\u64c5\u957f Minecraft\uff0c\u8fd9\u4e5f\u662f\u6211\u5e0c\u671b AI \u80fd\u5f25\u8865\u6211\u7684\u6280\u672f\u4e0d\u8db3\u7684\u539f\u56e0\u3002<\/p>\n<p>\u6211\u505a\u8fc7\u4e24\u4e2a\u76f8\u5173\u7684\u6e38\u620f\u9879\u76ee\u3002\u7b2c\u4e00\u4e2a\u662f Mine Dojo\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u5e73\u53f0\u6765\u5728 Minecraft \u4e2d\u8bad\u7ec3\u901a\u7528\u667a\u80fd\u4f53\u3002Minecraft \u662f\u4e00\u4e2a\u5f00\u653e\u76843D\u4e16\u754c\uff0c\u4f60\u53ef\u4ee5\u81ea\u7531\u63a2\u7d22\u548c\u521b\u9020\u3002\u6211\u4eec\u4ece\u4e92\u8054\u7f51\u4e0a\u6536\u96c6\u4e86\u5927\u91cf\u6570\u636e\uff0c\u5982\u6e38\u620f\u89c6\u9891\u548c\u76f8\u5173\u8ba8\u8bba\uff0c\u7528\u8fd9\u4e9b\u6570\u636e\u8bad\u7ec3\u6a21\u578b\u73a9 Minecraft\u3002<\/p>\n<p>\u7b2c\u4e8c\u4e2a\u9879\u76ee\u662f Voyager\u3002\u5728 GPT-4 \u51fa\u73b0\u540e\uff0c\u6211\u4eec\u5c1d\u8bd5\u5c06\u7f16\u7a0b\u89c6\u4e3a\u4e00\u79cd\u884c\u52a8\uff0c\u5f00\u53d1\u4e86 Voyager Agent\u3002\u5b83\u901a\u8fc7\u7f16\u5199\u4ee3\u7801\u4e0e Minecraft \u4e92\u52a8\u3002<\/p>\n<p>\u6211\u4eec\u7528 API \u5c06 Minecraft \u7684\u4e16\u754c\u8f6c\u6362\u4e3a\u6587\u672c\uff0c\u7136\u540e\u8ba9 Agent \u7f16\u5199\u4ee3\u7801\u3002Agent \u5728\u9047\u5230\u9519\u8bef\u65f6\u4f1a\u5f97\u5230\u53cd\u9988\u5e76\u4fee\u6b63\u7a0b\u5e8f\uff0c\u9010\u6b65\u79ef\u7d2f\u6280\u80fd\u3002\u6240\u6709\u7684\u6280\u80fd\u88ab\u4fdd\u5b58\u5230\u4e00\u4e2a\u5e93\u4e2d\uff0c\u672a\u6765\u53ef\u4ee5\u91cd\u590d\u4f7f\u7528\u3002<\/p>\n<p>\u6b64\u5916\uff0cVoyager\u8fd8\u6709\u201c\u81ea\u52a8\u8bfe\u7a0b\u201d\uff08Automatic Curriculum\uff09\u673a\u5236\uff0c\u80fd\u591f\u81ea\u6211\u5224\u65ad\u638c\u63e1\u4e86\u4ec0\u4e48\uff0c\u63d0\u51fa\u5408\u9002\u7684\u4efb\u52a1\uff0c\u5e2e\u52a9\u5b83\u4e0d\u65ad\u8fdb\u6b65\u3002<\/p>\n<h3 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"%E6%99%BA%E8%83%BD%E4%BD%93%E7%9A%84%E4%BC%98%E5%8C%96\"><\/span>\u667a\u80fd\u4f53\u7684\u4f18\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Sonya Huang\uff1a\u4e3a\u4ec0\u4e48\u865a\u62df\u4e16\u754c\u7684\u7814\u7a76\u5982\u6b64\u4e30\u5bcc\uff1f\u865a\u62df\u4e16\u754c\u4e2d\u7684\u95ee\u9898\u89e3\u51b3\u4e0e\u7269\u7406\u4e16\u754c\u7684\u95ee\u9898\u89e3\u51b3\u6709\u4ec0\u4e48\u8054\u7cfb\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u5c3d\u7ba1\u6e38\u620f\u548c\u673a\u5668\u4eba\u770b\u8d77\u6765\u4e0d\u540c\uff0c\u4f46\u5b83\u4eec\u5176\u5b9e\u6709\u5f88\u591a\u76f8\u4f3c\u4e4b\u5904\u3002\u4e24\u8005\u90fd\u6d89\u53ca\u5230\u5177\u8eab\u667a\u80fd\u4f53\uff0c\u8f93\u5165\u5305\u62ec\u89c6\u9891\u6d41\u548c\u4f20\u611f\u5668\u6570\u636e\uff0c\u8f93\u51fa\u662f\u884c\u4e3a\u3002<\/p>\n<p>\u5728\u6e38\u620f\u4e2d\uff0c\u8fd9\u4e9b\u884c\u4e3a\u662f\u952e\u76d8\u548c\u9f20\u6807\u64cd\u4f5c\uff1b\u5728\u673a\u5668\u4eba\u4e2d\uff0c\u5219\u662f\u7535\u673a\u63a7\u5236\u3002\u65e0\u8bba\u662f\u865a\u62df\u8fd8\u662f\u7269\u7406\u667a\u80fd\u4f53\uff0c\u90fd\u9700\u8981\u5728\u73af\u5883\u4e2d\u63a2\u7d22\u5e76\u6536\u96c6\u6570\u636e\uff0c\u8fd9\u5c31\u662f\u5f3a\u5316\u5b66\u4e60\u548c\u81ea\u6211\u63a2\u7d22\u7684\u57fa\u672c\u539f\u5219\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u673a\u5668\u4eba\u9762\u4e34\u7684\u4e00\u4e2a\u6311\u6218\u662f\u5982\u4f55\u89e3\u51b3\u6a21\u62df\u4e0e\u73b0\u5b9e\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002\u6a21\u62df\u4e2d\u7684\u7269\u7406\u548c\u6e32\u67d3\u4e0d\u5b8c\u7f8e\uff0c\u5c06\u6a21\u62df\u4e2d\u7684\u5b66\u4e60\u8fc1\u79fb\u5230\u73b0\u5b9e\u4e16\u754c\u5f88\u56f0\u96be\u3002<\/p>\n<p>\u6e38\u620f\u5219\u6ca1\u6709\u8fd9\u4e2a\u95ee\u9898\uff0c\u56e0\u4e3a\u8bad\u7ec3\u548c\u6d4b\u8bd5\u90fd\u5728\u540c\u4e00\u4e2a\u865a\u62df\u73af\u5883\u4e2d\u3002<\/p>\n<p>\u8fd9\u662f\u865a\u62df\u4e16\u754c\u548c\u7269\u7406\u4e16\u754c\u7684\u4e3b\u8981\u533a\u522b\u3002<\/p>\n<p>\u53bb\u5e74\uff0c\u6211\u63d0\u51fa\u4e86\u4e00\u4e2a\u6982\u5ff5\uff0c\u79f0\u4e3a\u201c\u57fa\u7840\u667a\u80fd\u4f53\u201d\u3002\u6211\u76f8\u4fe1\u672a\u6765\u4f1a\u6709\u4e00\u4e2a\u6a21\u578b\u80fd\u591f\u540c\u65f6\u9002\u7528\u4e8e\u865a\u62df\u548c\u7269\u7406\u667a\u80fd\u4f53\u3002<\/p>\n<p>\u57fa\u7840\u667a\u80fd\u4f53\u6709\u4e09\u4e2a\u65b9\u9762\u7684\u6cdb\u5316\u80fd\u529b\uff1a<\/p>\n<p>\u80fd\u591f\u5b8c\u6210\u7684\u6280\u80fd\uff1b<\/p>\n<p>\u80fd\u591f\u63a7\u5236\u7684\u4f53\u6001\u6216\u5f62\u6001\uff1b<\/p>\n<p>\u80fd\u591f\u638c\u63e1\u7684\u4e16\u754c\u6216\u73b0\u5b9e\u3002<\/p>\n<p>\u6211\u5e0c\u671b\u672a\u6765\u80fd\u6709\u4e00\u4e2a\u5355\u4e00\u6a21\u578b\uff0c\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u673a\u5668\u4eba\u5f62\u6001\u548c\u667a\u80fd\u4f53\u5f62\u6001\u4e0a\u5b8c\u6210\u5404\u79cd\u6280\u80fd\uff0c\u5e76\u5728\u591a\u79cd\u865a\u62df\u6216\u73b0\u5b9e\u4e16\u754c\u4e2d\u6cdb\u5316\u3002\u8fd9\u662f\u6211\u4eec\u56e2\u961f\u8ffd\u6c42\u7684\u6700\u7ec8\u613f\u666f\u3002<\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u4f60\u5173\u4e8e\u6e38\u620f\u4e16\u754c\u4e2d\u7684\u667a\u80fd\u4f53\u6709\u54ea\u4e9b\u4e2a\u4eba\u68a6\u60f3\uff1f\u4f60\u5e0c\u671b\u770b\u5230AI\u667a\u80fd\u4f53\u5728\u6e38\u620f\u4e16\u754c\u4e2d\u6709\u54ea\u4e9b\u521b\u65b0\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u7279\u522b\u671f\u5f85\u4e24\u4e2a\u65b9\u9762\u3002\u9996\u5148\u662f\u201c\u6d3b\u201dNPC\u7684\u51fa\u73b0\u3002\u5982\u679cNPC\u80fd\u591f\u4e0e\u73a9\u5bb6\u4e92\u52a8\u3001\u8bb0\u4f4f\u5bf9\u8bdd\u5e76\u5f71\u54cd\u6e38\u620f\u60c5\u8282\uff0c\u8fd9\u6837\u6bcf\u4e2a\u4eba\u7684\u6e38\u620f\u4f53\u9a8c\u90fd\u4f1a\u4e0d\u540c\uff0c\u589e\u52a0\u4e86\u6e38\u620f\u7684\u91cd\u73a9\u4ef7\u503c\u3002<\/p>\n<p>\u5176\u6b21\u662f\u6e38\u620f\u4e16\u754c\u7684\u5b9e\u65f6\u751f\u6210\u3002\u5c06\u751f\u62103D\u6a21\u578b\u3001\u89c6\u9891\u548c\u6545\u4e8b\u60c5\u8282\u7684\u6280\u672f\u7ed3\u5408\u8d77\u6765\uff0c\u8ba9\u6e38\u620f\u4e16\u754c\u5728\u73a9\u5bb6\u4e92\u52a8\u4e2d\u5b9e\u65f6\u751f\u6210\uff0c\u8fd9\u5c06\u521b\u9020\u4e00\u4e2a\u771f\u6b63\u5f00\u653e\u7684\u4f53\u9a8c\uff0c\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u3002<\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u5173\u4e8e\u667a\u80fd\u4f53\u7684\u80fd\u529b\u9700\u6c42\uff0c\u4f60\u8ba4\u4e3a\u9700\u8981GPT-4\u7ea7\u522b\u7684\u80fd\u529b\uff0c\u8fd8\u662f\u50cfLlama 8B\u8fd9\u6837\u7684\u6a21\u578b\u5c31\u8db3\u591f\u4e86\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u667a\u80fd\u4f53\u9700\u8981\u5177\u5907\u4ee5\u4e0b\u80fd\u529b\uff1a\u6709\u8da3\u7684\u5bf9\u8bdd\u3001\u7a33\u5b9a\u7684\u4e2a\u6027\u3001\u957f\u671f\u8bb0\u5fc6\uff0c\u5e76\u80fd\u5728\u4e16\u754c\u4e2d\u884c\u52a8\u3002\u867d\u7136 Llama \u6a21\u578b\u5df2\u7ecf\u505a\u5f97\u4e0d\u9519\uff0c\u4f46\u4ecd\u4e0d\u8db3\u4ee5\u4ea7\u751f\u975e\u5e38\u591a\u6837\u5316\u548c\u5438\u5f15\u4eba\u7684\u884c\u4e3a\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u63a8\u7406\u6210\u672c\u4e5f\u662f\u4e00\u4e2a\u95ee\u9898\u3002\u5982\u679c\u667a\u80fd\u4f53\u8981\u63d0\u4f9b\u7ed9\u73a9\u5bb6\u4f7f\u7528\uff0c\u90a3\u4e48\u5b83\u4eec\u8981\u4e48\u9700\u8981\u5728\u4e91\u7aef\u4f4e\u6210\u672c\u6258\u7ba1\uff0c\u8981\u4e48\u9700\u8981\u5728\u8bbe\u5907\u4e0a\u672c\u5730\u8fd0\u884c\uff0c\u5426\u5219\u5728\u6210\u672c\u65b9\u9762\u5c06\u96be\u4ee5\u6269\u5c55\u3002<\/p>\n<p><\/p>\n<p><strong>Sonya Huang\uff1a\u4f60\u8ba4\u4e3a\u865a\u62df\u4e16\u754c\u7684\u5de5\u4f5c\u662f\u5426\u4e3b\u8981\u662f\u4e3a\u4e86\u5b9e\u73b0\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u76ee\u6807\uff1f\u8fd8\u662f\u865a\u62df\u4e16\u754c\u7684\u5de5\u4f5c\u672c\u8eab\u5c31\u662f\u503c\u5f97\u8ffd\u6c42\u7684\uff1f\u7269\u7406\u4e16\u754c\u548c\u865a\u62df\u4e16\u754c\u7684\u4f18\u5148\u7ea7\u5982\u4f55\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u8ba4\u4e3a\u865a\u62df\u4e16\u754c\u548c\u7269\u7406\u4e16\u754c\u6700\u7ec8\u4f1a\u878d\u5408\u6210\u4e00\u4e2a\u7edf\u4e00\u7684\u73b0\u5b9e\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u9886\u57df\u968f\u673a\u5316\u6280\u672f\u901a\u8fc7\u5728\u6210\u5343\u4e0a\u4e07\u79cd\u4e0d\u540c\u7684\u6a21\u62df\u73af\u5883\u4e2d\u8bad\u7ec3\u673a\u5668\u4eba\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002<\/p>\n<p>\u6bcf\u79cd\u6a21\u62df\u73af\u5883\u90fd\u6709\u4e0d\u540c\u7684\u7269\u7406\u53c2\u6570\uff0c\u6bd4\u5982\u91cd\u529b\u548c\u6469\u64e6\u529b\u3002\u5982\u679c\u6211\u4eec\u6709\u4e00\u4e2a\u667a\u80fd\u4f53\u80fd\u591f\u638c\u63e1\u8fd9\u4e9b\u591a\u6837\u5316\u7684\u6a21\u62df\u73af\u5883\uff0c\u5b83\u5c06\u80fd\u66f4\u597d\u5730\u6cdb\u5316\u5230\u73b0\u5b9e\u4e16\u754c\u3002<\/p>\n<p>\u6211\u4eec\u5e0c\u671b\u901a\u8fc7\u8fd9\u79cd\u65b9\u6cd5\u5c06\u6a21\u62df\u4e2d\u7684\u5b66\u4e60\u76f4\u63a5\u8f6c\u79fb\u5230\u73b0\u5b9e\u4e16\u754c\u3002\u8fd9\u8868\u660e\u865a\u62df\u4e16\u754c\u7684\u8bad\u7ec3\u548c\u73b0\u5b9e\u4e16\u754c\u7684\u5e94\u7528\u662f\u76f8\u4e92\u8054\u7cfb\u7684\uff0c\u865a\u62df\u4e16\u754c\u7684\u6280\u80fd\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5728\u73b0\u5b9e\u4e2d\u53d6\u5f97\u6210\u5c31\u3002<\/p>\n<h3 style=\"text-align: center\"><span class=\"ez-toc-section\" id=\"Transformer%E7%9A%84%E6%9B%BF%E4%BB%A3%E5%93%81\"><\/span>Transformer\u7684\u66ff\u4ee3\u54c1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Sonya Huang\uff1a\u5728\u865a\u62df\u4e16\u754c\u9886\u57df\uff0c\u90a3\u4e9b\u4f18\u79c0\u7684\u6a21\u578b\u5927\u591a\u57fa\u4e8e Transformer \u67b6\u6784\u3002\u4f60\u8ba4\u4e3a\u6211\u4eec\u662f\u5426\u5df2\u7ecf\u51c6\u5907\u597d\u5927\u89c4\u6a21\u5e94\u7528 Transformer\uff0c\u8fd8\u662f\u8bf4\u5728\u6a21\u578b\u65b9\u9762\u4ecd\u7136\u9700\u8981\u4e00\u4e9b\u57fa\u7840\u6027\u7684\u7a81\u7834\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u8ba4\u4e3a\uff0c\u6211\u4eec\u8fd8\u6ca1\u6709\u5c06 Transformer \u67b6\u6784\u7684\u6f5c\u529b\u53d1\u6325\u5230\u6781\u81f4\u3002<\/p>\n<p>\u5c3d\u7ba1 Transformer \u5728\u5f88\u591a\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u76ee\u524d\u7684\u6570\u636e\u95ee\u9898\u4ecd\u7136\u662f\u4e00\u4e2a\u74f6\u9888\u3002\u6211\u4eec\u65e0\u6cd5\u4ece\u4e92\u8054\u7f51\u76f4\u63a5\u4e0b\u8f7d\u8fd9\u4e9b\u52a8\u4f5c\u6570\u636e\uff0c\u56e0\u4e3a\u5b83\u4eec\u901a\u5e38\u4e0d\u9644\u5e26\u6a21\u578b\u63a7\u5236\u6570\u636e\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u5fc5\u987b\u5728\u6a21\u62df\u73af\u5883\u6216\u771f\u5b9e\u673a\u5668\u4eba\u4e0a\u6536\u96c6\u8fd9\u4e9b\u6570\u636e\u3002\u4e00\u65e6\u6211\u4eec\u5efa\u7acb\u4e86\u6210\u719f\u7684\u6570\u636e\u7ba1\u9053\uff0c\u6211\u4eec\u53ef\u4ee5\u76f4\u63a5\u7528 Transformer \u5904\u7406\u6570\u636e\uff0c\u5c31\u50cf Transformer \u9884\u6d4b\u7ef4\u57fa\u767e\u79d1\u4e0a\u7684\u4e0b\u4e00\u4e2a\u8bcd\u4e00\u6837\u3002<\/p>\n<p>\u867d\u7136\u6211\u4eec\u6b63\u5728\u6d4b\u8bd5\u8fd9\u4e9b\u5047\u8bbe\uff0c\u4f46 Transformer \u7684\u6f5c\u529b\u5c1a\u672a\u88ab\u5b8c\u5168\u6316\u6398\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u8fd8\u6709\u5f88\u591a\u5173\u4e8e Transformer \u66ff\u4ee3\u67b6\u6784\u7684\u7814\u7a76\u3002\u6bd4\u5982 Mamba \u4ee5\u53ca\u6700\u8fd1\u7684\u65f6\u95f4\u8bad\u7ec3\u7b49\u66ff\u4ee3\u65b9\u6848\uff0c\u8fd9\u4e9b\u90fd\u662f\u5f88\u6709\u524d\u666f\u7684\u60f3\u6cd5\u3002<\/p>\n<p>\u867d\u7136\u8fd9\u4e9b\u66ff\u4ee3\u65b9\u6848\u5728\u76ee\u524d\u7684\u524d\u6cbf\u6a21\u578b\u6027\u80fd\u4e0a\u8fd8\u672a\u663e\u8457\u8d85\u8d8a Transformer\uff0c\u4f46\u6211\u5bf9\u5b83\u4eec\u5145\u6ee1\u671f\u5f85\uff0c\u5e76\u5e0c\u671b\u770b\u5230\u5b83\u4eec\u5728\u672a\u6765\u7684\u53d1\u5c55\u3002<\/p>\n<p><\/p>\n<p><strong>Stephanie Zhan\uff1a\u6709\u54ea\u4e2a\u6a21\u578b\u7279\u522b\u5f15\u8d77\u4e86\u4f60\u7684\u6ce8\u610f\uff0c\u4e3a\u4ec0\u4e48\uff1f<\/strong><\/p>\n<p><strong>Jim Fan\uff1a<\/strong>\u6211\u7279\u522b\u5173\u6ce8 Mamba \u548c\u6d4b\u8bd5\u65f6\u95f4\u8bad\u7ec3\u3002\u8fd9\u4e9b\u6a21\u578b\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\u5c55\u73b0\u4e86\u66f4\u9ad8\u7684\u6548\u7387\u3002<\/p>\n<p>\u4e0e Transformer \u5904\u7406\u6240\u6709\u7684\u4ee4\u724c\u4e0d\u540c\uff0c\u8fd9\u4e9b\u6a21\u578b\u5177\u5907\u66f4\u9ad8\u6548\u7684\u673a\u5236\u3002\u6211\u8ba4\u4e3a\u5b83\u4eec\u6f5c\u529b\u5f88\u5927\u3002<\/p>\n<p>\u7136\u800c\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u5c06\u5b83\u4eec\u6269\u5c55\u5230\u524d\u6cbf\u6a21\u578b\u7684\u89c4\u6a21\uff0c\u771f\u6b63\u6bd4\u8f83\u5b83\u4eec\u4e0e Transformer \u7684\u6548\u679c\u3002\u8fd9\u5c06\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u5b83\u4eec\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u8868\u73b0\u3002<span style=\"color: #FFFFFF\">\u96f7\u5cf0\u7f51<\/span><\/p>\n<p><\/p>\n<p>\u96f7\u5cf0\u7f51\u7248\u6743\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1<a href=\"https:\/\/r.xiumi.us\/board\/v5\/3qhbI\/392977584\" rel=\"nofollow\" target=\"_blank\">\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n<p>\n                        <a href=\"https:\/\/vip.yanxishe.com\/?from=leiphonearticle\" target=\"_blank\"><br \/>\n                            <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\"><\/a><br \/>\n                        <\/a>\n                    <\/p>\n<p>                                            \u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.leiphone.com\/category\/ai\/3fnTytcY1Lk7MYBz.html\" target=\"_blank\">\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd8\u8bb0\u5f97\u90a3\u53ea\u201c\u9a91\u201d\u745c\u4f3d\u7403\u7684\u673a\u68b0\u72d7\u5417\uff1f \u8fc7\u9a6c [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[70,67,66],"class_list":["post-38801","post","type-post","status-publish","format-standard","hentry","category-news","tag-agent","tag-67","tag-66"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=38801\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=38801\",\"url\":\"https:\/\/17aitech.com\/?p=38801\",\"name\":\"\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=38801#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=38801#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif\",\"datePublished\":\"2025-02-23T03:01:15+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=38801#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=38801\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=38801#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=38801#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=38801","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=38801","url":"https:\/\/17aitech.com\/?p=38801","name":"\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=38801#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=38801#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif","datePublished":"2025-02-23T03:01:15+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=38801#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=38801"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=38801#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-43a25b82934f461f2b5613fcb7dc32b0.gif"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=38801#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u82f1\u4f1f\u8fbe Jim Fan\uff1a\u590d\u523bNLP\u7684\u6210\u529f\u8def\uff0c\u7528\u901a\u7528\u6a21\u578b\u5f00\u542f\u5177\u8eab\u667a\u80fd\u7684GPT-3\u65f6\u523b"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/38801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=38801"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/38801\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=38801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=38801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=38801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}