{"id":15567,"date":"2024-04-19T12:31:40","date_gmt":"2024-04-19T04:31:40","guid":{"rendered":"https:\/\/cdo.develpress.com\/?p=15567"},"modified":"2024-04-19T12:31:49","modified_gmt":"2024-04-19T04:31:49","slug":"%e5%8f%91%e5%b1%95%e6%96%b0%e8%b4%a8%e7%94%9f%e4%ba%a7%e5%8a%9b%e8%83%8c%e6%99%af%e4%b8%8b%e5%a6%82%e4%bd%95%e7%9c%8b%e5%be%85%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%88%9b%e6%96%b0%e4%b8%ad%e7%9a%84%e7%ae%97","status":"publish","type":"post","link":"https:\/\/cdo.develpress.com\/?p=15567","title":{"rendered":"\u53d1\u5c55\u65b0\u8d28\u751f\u4ea7\u529b\u80cc\u666f\u4e0b\u5982\u4f55\u770b\u5f85\u5927\u6a21\u578b\u521b\u65b0\u4e2d\u7684\u7b97\u529b\u95ee\u9898"},"content":{"rendered":"\n<p style=\"text-indent:2em;\">\u675c \u521b<\/p>\n\n\n\n<p style=\"text-indent:2em;\">\u5185\u5bb9\u63d0\u8981\uff1a&nbsp;<\/p>\n\n\n\n<p 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has-text-color\">2024 \u5e743 \u670811 \u65e5\uff0c\u4f4d\u4e8e\u5e7f\u4e1c\u97f6\u5173\u7684\u534e\u5357\u6570\u8c37\u667a\u7b97\u4e2d\u5fc3\u6b63\u5f0f\u8fd0\u8425\u3002 \u56fe\/ \u4e2d\u65b0\u793e<\/p>\n\n\n\n<p style=\"text-indent:2em;\">2022\u5e74\u4ee5\u6765\uff0cChatGPT\u548cSORA\uff08\u6587\u751f\u89c6\u9891\uff09\u7b49\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u76f8\u7ee7\u53d6\u5f97\u91cd\u5927\u7a81\u7834\u3002\u8fd9\u4e9b\u6a21\u578b\u6d89\u53ca\u5343\u4ebf\u7ea7\u53c2\u6570\uff0c \u8bad\u7ec3\u6570\u636e\u66f4\u5305\u62ec\u51e0\u4e4e\u5168\u90e8\u4e92\u8054\u7f51\u4e0a\u7684\u8d44\u6e90\u53ca\u5927\u91cf\u7ebf\u4e0b\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\uff0c\u5bf9\u7b97\u529b\u8981\u6c42\u63d0\u9ad8\u4e86\u6570\u4e2a\u91cf\u7ea7\uff0c\u4e8e\u662f\u51fa\u73b0\u4e00\u79cd\u8bf4\u6cd5\u2014\u2014\u5927\u6a21\u578b\u53ea\u662f\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\uff0c\u6ca1\u6709\u4ec0\u4e48\u5b9e\u8d28\u6027\u521b\u65b0\uff0c \u4eca\u540e\u6ca1\u6709\u5c0f\u4f01\u4e1a\u4ec0\u4e48\u4e8b\u4e86\uff0c\u521b\u65b0\u53ea\u80fd\u51fa\u73b0\u5728\u6781\u5c11\u6570\u638c\u63e1\u7b97\u529b\u7684\u5927\u4f01\u4e1a\u3002\u6700\u8fd1\u7f8e\u56fd\u80a1\u5e02\u7684\u8868\u73b0\u4f3c\u4e4e\u4e5f\u5370\u8bc1\u4e86\u8fd9\u4e00\u70b9\uff0c3\u67085 \u65e5\uff0c\u7f8e\u56fd\u56fe\u50cf\u82af\u7247\u5236\u9020\u5546\u82f1\u4f1f\u8fbe\uff08NVDA.US\uff09\u5e02\u503c\u8fbe\u52302.13\u4e07\u4ebf\u7f8e\u5143\uff0c\u8d85\u8d8a\u6c99\u7279\u963f\u62c9\u4f2f\u56fd\u5bb6\u77f3\u6cb9\u516c\u53f8\uff08\u6c99\u7279\u963f\u7f8e\uff09\uff0c\u6210\u4e3a\u5168\u7403\u7b2c\u4e09\u5927\u5e02\u503c\u4e0a\u5e02\u516c\u53f8\u3002<\/p>\n\n\n\n<p style=\"text-indent:2em;\">\u4ece\u5e95\u5c42\u903b\u8f91\u5206\u6790\uff0c\u7b97\u529b\u5f53\u7136\u5f88\u91cd\u8981\uff0c\u5c24\u5176\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u53d6\u5f97\u91cd\u5927\u7a81\u7834\u4e4b\u540e\uff0c \u5bf9\u4e8e\u540e\u6765\u7684\u8d76\u8d85\u8005\u800c\u8a00\uff0c\u5c24\u5176\u5bf9\u4e8e\u4e2d\u56fd\u8fc5\u901f\u8ddf\u8fdb\u7684\u4e0a\u767e\u5bb6\u5927\u6a21\u578b\u4f01\u4e1a\u800c\u8a00\uff0c\u7b97\u529b\u662f\u4e3b\u8981\u7684\u74f6\u9888\u3002\u7136\u800c\uff0c\u56de\u987e\u672c\u8f6e\u5927\u6a21\u578b\u521b\u65b0\u7684\u8def\u5f84\uff0c\u4f1a\u53d1\u73b0\u4e8b\u5b9e\u4e0d\u5168\u5982\u6b64\u3002\u7b97\u529b\u4e00\u76f4\u5728\u90a3\u91cc\u7b49\u5f85\uff0c \u7b49\u5f85\u7b97\u6cd5\u4e0a\u7684\u91cd\u5927\u521b\u65b0\u3002\u8ba4\u4e3a\u5927\u6a21\u578b\u53ea\u662f\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\uff0c \u5176\u5b9e\u662f\u4e00\u79cd\u201c\u8ff7\u601d\u201d\u3002&nbsp;<\/p>\n\n\n\n<p style=\"text-indent:2em;\">\u5927\u6a21\u578b\u521b\u65b0\u4e2d\u7684\u4e24\u4e2a\u5173\u952e\u6280\u672f\u70b9<\/p>\n\n\n\n<p style=\"text-indent:2em;\">\u5927\u6a21\u578b\u7684\u4ee3\u8868GPT\uff0c\u5168\u79f0\u4e3aGenerative Pre-training Transformer\uff0c\u5373\u751f\u6210\u5f0f\u9884\u8bad\u7ec3\u8f6c\u6362\u5668\u3002\u4f5c\u4e3a\u4e00\u9879\u98a0\u8986\u5f0f\u6280\u672f\u521b\u65b0\uff0c\u5927\u6a21\u578b\u53d1\u5c55\u4e2d\u6709\u4e24\u4e2a\u5173\u952e\u6280\u672f\u70b9\u3002<\/p>\n\n\n\n<p style=\"text-indent:2em;\">\u4e00\u662fTransformer\u67b6\u6784\u53ca\u5176\u5e95\u5c42\u903b\u8f91\u2014\u2014\u6ce8\u610f\u529b\u673a\u5236\u3002Transformer\u7684\u6838\u5fc3\u662f\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff08Self-Attention\uff09\u3002\u6240\u8c13\u81ea\u6ce8\u610f\u529b\u673a\u5236\uff0c\u7b80\u5355\u6765\u8bf4\u5c31\u662f\u5728\u4e00\u53e5\u8bdd\u4e2d\u8981\u5206\u6790\u6bcf\u4e2a\u5355\u8bcd\uff08\u6216\u6c49\u5b57\uff09\u4e0e\u4e0a\u4e0b\u6587\u7684\u76f8\u5173\u6027\u3002\u6839\u636e\u76f8\u5173\u6027\u7edf\u8ba1\u53ef\u4ee5\u9884\u6d4b\u6700\u4f73\u7684\u7ffb\u8bd1\u5bf9\u5e94\u8bcd\u6216\u4e0b\u4e00\u4e2a\u5355\u8bcd\u51fa\u73b0\u7684\u6982\u7387\u30022015\u5e74\u524d\u540e\uff0c \u6df1\u5ea6\u5b66\u4e60\u4e13\u5bb6\u5df2\u7ecf\u6ce8\u610f\u5230\u4e86\u5728\u5377\u79ef\u6a21\u578bCNN\u4e2d\u5f15\u5165\u6ce8\u610f\u529b\u673a\u5236\uff0c\u53ef\u4ee5\u63d0\u9ad8\u9884\u6d4b\u7cbe\u51c6\u5ea6\u30022017\u5e74\uff0c\u8c37\u6b4c\u76848\u4f4d\u4e13\u5bb6\u5408\u4f5c\u53d1\u8868\u5212\u65f6\u4ee3\u6587\u7ae0\u201cAttention Is All Your Need\u201d\uff0c\u8868\u660e\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u52a0\u4e0a\u81ea\u6ce8\u610f\u529b\u673a\u5236\u5c31\u8db3\u591f\u4e86\uff0c\u4e0d\u9700\u8981CNN\u6216LSTM\u5c31\u53ef\u4ee5\u80dc\u4efb\u8bed\u8a00\u7ffb\u8bd1\u4efb\u52a1\uff08\u4f8b\u5982\u82f1\u8bd1\u5fb7\u6216\u5fb7\u8bd1\u82f1\uff09\u3002\u8fd9\u7bc7\u6587\u7ae0\u7684\u91cd\u8981\u6027\u5728\u4e00\u6bb5\u65f6\u95f4\u5185\u5e76\u6ca1\u6709\u5f97\u5230\u91cd\u8981\u5173\u6ce8\uff0c\u4f8b\u5982\u6ca1\u6709\u83b7\u5f97\u5f53\u5e74\u7684\u6700\u4f73\u4f1a\u8bae\u8bba\u6587\u5956\uff1b\u751a\u81f3\u662f\u4f5c\u8005\u6240\u5c5e\u673a\u6784\u8c37\u6b4c\u4e5f\u9519\u8fc7\u4e86\u57fa\u4e8e\u8fd9\u7bc7\u6587\u7ae0\u5f15\u9886\u65f6\u4ee3\u7684\u673a\u4f1a\u3002<\/p>\n\n\n\n<p style=\"text-indent:2em;\">\u4e8c\u662f\u751f\u6210\u5f0f\u81ea\u76d1\u7763\u8bad\u7ec3\u3002\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4e2d\u6bd4\u8f83\u5e38\u89c1\u7684\u6a21\u578b\u8bad\u7ec3\u65b9\u5f0f\u662f\u76d1\u7763\u5b66\u4e60\u548c\u65e0\u76d1\u7763\u5b66\u4e60\u3002\u76d1\u7763\u5b66\u4e60\u9700\u8981\u4eba\u529b\u52a0\u5165\u6807\u7b7e\uff0c\u4f8b\u5982\u624b\u5199\u6570\u5b57\u8bc6\u522b\u7684\u6570\u4e07\u6761\u624b\u5199\u6570\u636e\uff0c\u9700\u8981\u9996\u5148\u7531\u4eba\u5de5\u4e00\u4e00\u8bc6\u522b\uff0c\u5199\u4e0b\u7b54\u6848\uff0c \u4ee5\u4f9b\u6a21\u578b\u8bad\u7ec3\u3002\u4f20\u7edf\u7684\u65e0\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5\u4e0d\u9700\u8981\u52a0\u5165\u6807\u7b7e\uff0c\u4f46\u662f\u9002\u7528\u7684\u4efb\u52a1\u662f\u6709\u9650\u7684\uff0c\u4f8b\u5982\u56fe\u7247\u5206\u7c7b\u3002\u76d1\u7763\u5b66\u4e60\u9700\u8981\u8017\u8d39\u5927\u91cf\u4eba\u529b\u3002\u5bf9\u4e8e\u6d77\u91cf\u4e92\u8054\u7f51\u6570\u636e\uff0c\u5168\u90e8\u7531\u4eba\u5de5\u52a0\u6807\u7b7e\u4ece\u6210\u672c\u89d2\u5ea6\u770b\u662f\u4e0d\u53ef\u80fd\u5b9e\u73b0\u7684\u3002\u7136\u800c\u6587\u672c\u751f\u6210\u6a21\u578b\u7684\u8bad\u7ec3\u6837\u672c\u786e\u5b9e\u662f\u6709\u6807\u7b7e\u7684\uff0c\u5b9e\u9645\u4e0a\u662f\u4ecb\u4e8e\u76d1\u7763\u5b66\u4e60\u4e0e\u65e0\u76d1\u7763\u5b66\u4e60\u4e4b\u95f4\u7684\u4e00\u79cd\u201c\u81ea\u76d1\u7763\u6a21\u578b\u201d\u3002\u4f8b\u5982\u8bad\u7ec3\u6570\u636e\u4e2d\u53ef\u80fd\u5305\u62ec\u4e00\u53e5\u8bdd \u201c\u732b\u54aa\u997f\u4e86\uff0c\u5728\u5c4b\u91cc\u8d70\u6765\u8d70\u53bb\u201d\uff0c \u8fd9\u53e5\u8bdd\u672c\u8eab\u662f\u6709\u9690\u85cf\u7684\u6807\u7b7e\u7684\uff0c\u537311\u4e2a\u5b57\u51fa\u73b0\u7684\u987a\u5e8f\u548c\u4e0a\u4e0b\u6587\uff0c\u662f\u8bed\u8a00\u5206\u5e03\u7684\u4e00\u79cd\u4f53\u73b0\uff0c\u56e0\u6b64\u548c\u4f20\u7edf\u7684\u65e0\u76d1\u7763\u5b66\u4e60\u4e0d\u540c\uff1b\u7136\u800c\u8fd9\u4e2a\u6807\u7b7e\u662f\u8bed\u53e5\uff08\u987a\u5e8f\uff09\u5185\u5728\u751f\u6210\u7684\uff0c\u5e76\u4e0d\u9700\u8981\u4eba\u5de5\u53bb\u6807\u6ce8\uff0c\u56e0\u6b64\u548c\u4f20\u7edf\u7684\u76d1\u7763\u5b66\u4e60\u4e5f\u6709\u6240\u4e0d\u540c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"https:\/\/cdo.develpress.com\/wp-content\/uploads\/2024\/04\/\u622a\u5c4f2024-04-19-12.30.48.png\"><img decoding=\"async\" loading=\"lazy\" width=\"1868\" height=\"1110\" src=\"https:\/\/cdo.develpress.com\/wp-content\/uploads\/2024\/04\/\u622a\u5c4f2024-04-19-12.30.48.png\" alt=\"\" class=\"wp-image-15569\" style=\"width:700px\"\/><\/a><\/figure>\n\n\n\n<p style=\"text-indent:2em;\" class=\"has-vivid-cyan-blue-color has-text-color\">2023 \u5e748 \u670819 \u65e5\uff0c 2023 \u4e2d\u56fd\u7b97\u529b\u5927\u4f1a\u5728\u5b81\u590f\u94f6\u5ddd\u5f00\u5e55\u3002\u56fe\u4e3a\u53c2\u5c55\u5546\u5728\u7b97\u529b\u4e2d\u56fd\u521b\u65b0\u6210\u679c\u5c55\u4e0a\u89c2\u770bAI \u4e3b\u64ad\u76f4\u64ad\u5e26\u8d27\u3002 \u56fe\/ \u4e2d\u65b0\u793e<\/p>\n\n\n\n<p style=\"text-indent:2em;\">\u5c06Transformer\u6846\u67b6\u548c\u751f\u6210\u5f0f\u81ea\u76d1\u7763\u8bad\u7ec3\u7ed3\u5408\u8d77\u6765\u5373GPT\uff0c\u5f53\u7136\u8fd1\u5e74\u6765GPT\u672c\u8eab\u4e5f\u7ecf\u5386\u4e86\u6570\u8f6e\u8fed\u4ee3\uff0c\u5176\u4e2d\u7ec6\u8282\u8fd9\u91cc\u4e0d\u4f5c\u8d58\u8ff0\u3002<\/p>\n\n\n\n<p 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