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CPM\u7cfb\u5217\u6a21\u578b\u9a8c\u8bc1\u4e86\u8fd9\u4e00\u70b9\uff1a\u6211\u4eec\u53ef\u4ee5\u7528\u66f4\u5c11\u7684\u53c2\u6570\uff0c\u5b9e\u73b0\u5386\u53f2\u4e0a\u9700\u8981\u51e0\u500d\u751a\u81f3\u51e0\u5341\u500d\u53c2\u6570\u624d\u80fd\u8fbe\u5230\u7684\u80fd\u529b\u3002\u8fd9\u662f\u7ecf\u9a8c\u6027\u7684\u7ed3\u679c\uff0c\u6211\u4eec\u60f3\u5bfb\u627e\u5176\u80cc\u540e\u7684\u89c4\u5f8b\uff0c\u4e8e\u662f\u4fc3\u6210\u4e862024\u5e74\u5bf9\u201c\u5bc6\u5ea6\u6cd5\u5219\u201d\u7684\u63a2\u7d22\u3002<\/p>\n\n\n\n<p>\u817e\u8baf\u79d1\u6280\uff1a\u8fd9\u9879\u7814\u7a76\u662f\u5426\u56e0\u4e3a\u4e2d\u56fd\u7684\u56fd\u60c5\uff0c\u4f7f\u6211\u4eec\u66f4\u91cd\u89c6\u5927\u6a21\u578b\u7684\u6548\u7387\u95ee\u9898\uff1f\u5b83\u5728\u56fd\u5185\u5916\u662f\u72ec\u4e00\u65e0\u4e8c\u7684\u5417\uff1f<\/p>\n\n\n\n<p>\u5218\u77e5\u8fdc\uff1a\u8ffd\u6c42\u6548\u7387\u5f53\u7136\u6709\u4e2d\u56fd\u7b97\u529b\u6709\u9650\u7684\u56fd\u60c5\u56e0\u7d20\u3002\u6211\u4eec\u5fc5\u987b\u5173\u6ce8\u5982\u4f55\u7528\u66f4\u5c11\u7684\u7b97\u529b\u5b9e\u73b0\u66f4\u9ad8\u8d28\u91cf\u7684\u6a21\u578b\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e482024\u5e74\u4e0b\u534a\u5e74\uff0c\u300a\u7ecf\u6d4e\u5b66\u4eba\u300b\u7684\u4e00\u7bc7\u5c01\u9762\u6587\u7ae0\u63d0\u5230\uff0c\u4e2d\u56fd\u4f01\u4e1a\u6b63\u901a\u8fc7\u6280\u672f\u521b\u65b0\u7ed5\u8fc7\u201c\u7b97\u529b\u5899\u201d\uff0c\u5e76\u4e3e\u4e86\u9762\u58c1\u667a\u80fd\u548cDeepSeek\u7684\u4f8b\u5b50\u3002<\/p>\n\n\n\n<p>\u4f46\u540c\u65f6\uff0c\u8ffd\u6c42\u6548\u7387\u4e5f\u7b26\u5408\u4eba\u5de5\u667a\u80fd\u672c\u8eab\u7684\u53d1\u5c55\u89c4\u5f8b\u3002\u4eba\u5de5\u667a\u80fd\u662f\u4e00\u573a\u582a\u6bd4\u5de5\u4e1a\u9769\u547d\u7684\u79d1\u6280\u6d6a\u6f6e\uff0c\u5982\u679c\u8981\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u53d7\u76ca\uff0c\u6280\u672f\u5c31\u4e0d\u80fd\u6602\u8d35\u3002\u6211\u4eec\u5fc5\u987b\u50cf\u5386\u53f2\u4e0a\u4efb\u4f55\u4e00\u6b21\u79d1\u6280\u9769\u547d\u90a3\u6837\uff0c\u7528\u66f4\u4f4e\u7684\u6210\u672c\u5b9e\u73b0\u66f4\u9ad8\u8d28\u91cf\u7684\u4ea7\u54c1\u548c\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u81ea\u4fe1\u5730\u8ba4\u4e3a\uff0c\u5bc6\u5ea6\u6cd5\u5219\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u53d1\u5c55\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n\n\n\n<p>\u817e\u8baf\u79d1\u6280\uff1a\u5728\u201c\u5bc6\u5ea6\u6cd5\u5219\u201d\u4e2d\uff0c\u4e00\u4e2a\u5173\u952e\u6982\u5ff5\u662f\u91cf\u5316\u201c\u667a\u80fd\u201d\uff0c\u4f46\u8fd9\u672c\u8eab\u662f\u4e00\u4e2a\u96be\u9898\u3002\u5728\u7814\u7a76\u5f00\u59cb\u524d\uff0c\u60a8\u4e3a\u4ec0\u4e48\u89c9\u5f97\u8fd9\u4ef6\u4e8b\u662f\u884c\u5f97\u901a\u7684\uff1f<\/p>\n\n\n\n<p>\u5218\u77e5\u8fdc\uff1a\u8fd9\u4e2a\u95ee\u9898\u95ee\u5f97\u975e\u5e38\u597d\u3002\u5b9e\u9645\u4e0a\uff0c\u6211\u4eec\u5728\u5bc6\u5ea6\u6cd5\u5219\u8fd9\u7bc7\u8bba\u6587\u91cc\u5e76\u6ca1\u6709\u771f\u6b63\u89e3\u51b3\u201c\u5982\u4f55\u5ea6\u91cf\u667a\u80fd\u603b\u91cf\u201d\u8fd9\u4e2a\u79d1\u5b66\u95ee\u9898\uff0c\u800c\u662f\u627e\u4e86\u4e00\u6761\u53d6\u5de7\u7684\u529e\u6cd5\uff1a\u627e\u4e00\u4e2a\u53c2\u7167\u7269\uff08Reference Model\uff09\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5047\u8bbe\u7528\u540c\u4e00\u5957\u6280\u672f\u65b9\u6848\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u65e0\u8bba\u5c3a\u5bf8\u5927\u5c0f\uff0c\u5176\u5bc6\u5ea6\u5927\u81f4\u76f8\u540c\u3002\u6211\u4eec\u5c06\u8fd9\u5957\u65b9\u6848\u8bad\u7ec3\u51fa\u7684\u6a21\u578b\u4f5c\u4e3aReference Model\uff0c\u5e76\u5047\u8bbe\u5176\u5bc6\u5ea6\u4e3a1\u3002\u7136\u540e\uff0c\u6211\u4eec\u89c2\u5bdf\u76ee\u6807\u6a21\u578b\u8fbe\u5230\u67d0\u79cd\u667a\u80fd\u6c34\u5e73\u65f6\uff0cReference Model\u9700\u8981\u591a\u5927\u53c2\u6570\u624d\u80fd\u8fbe\u5230\u76f8\u540c\u6c34\u5e73\u3002\u901a\u8fc7\u6bd4\u8f83\u4e24\u8005\u8fbe\u5230\u76f8\u540c\u80fd\u529b\u6240\u9700\u7684\u53c2\u6570\u91cf\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u7b97\u51fa\u76ee\u6807\u6a21\u578b\u7684\u76f8\u5bf9\u5bc6\u5ea6\u3002\u8fd9\u79cd\u65b9\u6cd5\u89c4\u907f\u4e86\u76f4\u63a5\u8ba1\u7b97\u6a21\u578b\u5185\u90e8\u667a\u80fd\u603b\u91cf\u7684\u96be\u9898\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\uff0c\u5982\u4f55\u8861\u91cf\u667a\u80fd\u7684\u603b\u91cf\uff08Mass\uff09\u662f\u672a\u6765\u51e0\u5e74\u4eba\u5de5\u667a\u80fd\u9700\u8981\u653b\u514b\u7684\u57fa\u7840\u79d1\u5b66\u95ee\u9898\u3002\u5386\u53f2\u4e0a\u4efb\u4f55\u5927\u7684\u79d1\u6280\u9769\u547d\u80cc\u540e\u90fd\u6709\u79d1\u5b66\u7406\u8bba\u652f\u6491\uff0c\u5982\u4fe1\u606f\u8bba\u4e4b\u4e8e\u901a\u4fe1\uff0c\u70ed\u529b\u5b66\u4e4b\u4e8e\u84b8\u6c7d\u673a\u3002\u667a\u80fd\u79d1\u5b66\u672a\u6765\u4e5f\u9700\u8981\u89e3\u51b3\u5982\u4f55\u8861\u91cf\u667a\u80fd\u603b\u91cf\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/25-12-25\/e43b845f-e07c-4fa3-a3d1-0a0ed1042044.png?imageView2\/2\/w\/1000\/format\/png\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u817e\u8baf\u79d1\u6280\uff1a\u60a8\u57282024\u5e74WAIC\u671f\u95f4\u66fe\u63d0\u5230\u6a21\u578b\u7684\u201c\u5bc6\u5ea6\u6cd5\u5219\u201d\u5468\u671f\u662f8\u4e2a\u6708\uff0c\u4f46\u6700\u7ec8\u8bba\u6587\u7684\u7ed3\u679c\u662f3.5\u4e2a\u6708\u3002\u4e3a\u4ec0\u4e48\u8fdb\u5316\u7684\u901f\u5ea6\u6bd4\u60a8\u9884\u671f\u7684\u5feb\u8fd9\u4e48\u591a\uff1f<\/p>\n\n\n\n<p>\u5218\u77e5\u8fdc\uff1a2024\u5e74\u5e74\u4e2d\u6211\u4eec\u521a\u6709\u8fd9\u4e2a\u60f3\u6cd5\u65f6\uff0c\u7814\u7a76\u5c1a\u5728\u521d\u671f\uff0c\u89c2\u6d4b\u7684\u65f6\u95f4\u8de8\u5ea6\u548c\u6a21\u578b\u6570\u91cf\u90fd\u6709\u9650\uff0c\u6240\u4ee5\u5f53\u65f6\u7684\u6570\u636e\u4e0d\u591f\u7a33\u5b9a\u3002\u6211\u4eec2024\u5e74\u4e0b\u534a\u5e74\u53d1\u5e03\u7684\u7248\u672c\u7b97\u51fa\u6765\u662f3.3\u4e2a\u6708\uff0c\u5230\u4eca\u5e74\u6b63\u5f0f\u53d1\u8868\u65f6\uff0c\u6211\u4eec\u8865\u5145\u4e862025\u5e74\u7684\u65b0\u6a21\u578b\u6570\u636e\uff0c\u5468\u671f\u4fee\u6b63\u4e3a3.5\u4e2a\u6708\u3002<\/p>\n\n\n\n<p>\u5176\u5b9e\uff0c\u5177\u4f53\u7684\u5468\u671f\u662f\u4e09\u4e2a\u6708\u8fd8\u662f\u516b\u4e2a\u6708\u5e76\u975e\u6700\u91cd\u8981\uff0c\u6700\u91cd\u8981\u7684\u662f\uff0c\u8fd9\u4e2a\u901f\u5ea6\u8fdc\u8fdc\u5feb\u4e8e\u6469\u5c14\u5b9a\u5f8b\u768418\u4e2a\u6708\u3002\u8fd9\u610f\u5473\u7740\u6211\u4eec\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u8fce\u6765\u4e00\u573a\u667a\u80fd\u9769\u547d\u3002\u6bcf100\u5929\u6210\u672c\u51cf\u534a\uff0c\u4e00\u5e74\u540e\u6210\u672c\u5c31\u53ef\u80fd\u964d\u81f3\u539f\u6765\u7684\u5341\u5206\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p>\u540c\u65f6\uff0c\u6211\u4eec\u786e\u5b9e\u89c2\u5bdf\u5230\u4e86\u4e00\u4e2a\u52a0\u901f\u73b0\u8c61\u30022023\u5e74\u4e4b\u524d\uff0c\u8fd9\u4e2a\u5468\u671f\u63a5\u8fd1\u4e94\u4e2a\u6708\uff1b2023\u5e74\u4e4b\u540e\uff0c\u5219\u7f29\u77ed\u5230\u4e09\u4e2a\u591a\u6708\u3002\u6211\u4eec\u731c\u6d4b\uff0c\u8fd9\u662f\u56e0\u4e3aChatGPT\u5f15\u53d1\u4e86\u5168\u7403\u6027\u7684\u5173\u6ce8\uff0c\u66f4\u591a\u7684\u8d44\u6e90\u548c\u4eba\u624d\u6295\u5165\u52a0\u901f\u4e86\u6280\u672f\u521b\u65b0\u3002<\/p>\n\n\n\n<p>\u6240\u4ee5\uff0c\u201c\u5bc6\u5ea6\u6cd5\u5219\u201d\u5e76\u975e\u81ea\u7136\u89c4\u5f8b\uff0c\u800c\u662f\u6211\u4eec\u4eba\u7c7b\u793e\u4f1a\u5728\u8be5\u79d1\u6280\u9886\u57df\u7684\u4e00\u79cd\u201c\u81ea\u6211\u5b9e\u73b0\u201d\uff1a\u6295\u5165\u8d8a\u591a\uff0c\u5bc6\u5ea6\u589e\u957f\u8d8a\u5feb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/img.huxiucdn.com\/article\/content\/25-12-25\/a1c46d2c-d6e4-4794-9fcf-be463e26779c.png?imageView2\/2\/w\/1000\/format\/png\/interlace\/1\/q\/85\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u817e\u8baf\u79d1\u6280\uff1a\u521a\u624d\u63d0\u5230\u6295\u5165\uff0c\u5927\u6a21\u578b\u6709\u66b4\u529b\u7f8e\u5b66\u7684Scaling Law\uff0c\u60a8\u89c9\u5f97Densing Law\u548cScaling Law\u662f\u7edf\u4e00\u7684\u8fd8\u662f\u77db\u76fe\u7684\uff1f<\/p>\n\n\n\n<p>\u5218\u77e5\u8fdc\uff1a\u6211\u8ba4\u4e3a\u5b83\u4eec\u662f\u786c\u5e01\u7684\u4e24\u9762\uff0c\u76f8\u8f85\u76f8\u6210\u3002\u201c\u89c4\u6a21\u6cd5\u5219\u201d\u7684\u8868\u8c61\u662f\u6a21\u578b\u8d8a\u5927\u3001\u80fd\u529b\u8d8a\u5f3a\uff0c\u5176\u80cc\u540e\u662f\u6211\u4eec\u627e\u5230\u4e86\u4e00\u6761\u901a\u7528\u7684\u667a\u80fd\u6784\u9020\u65b9\u6848\uff08Transformer\u67b6\u6784+\u5e8f\u5217\u9884\u6d4b\u5b66\u4e60\uff09\uff0c\u4f7f\u5f97\u5728\u4e00\u4e2a\u6a21\u578b\u5185\u6301\u7eed\u589e\u52a0\u667a\u80fd\u6210\u4e3a\u53ef\u80fd\u3002\u5b83\u5f00\u542f\u4e86\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u9053\u8def\u3002\u5728\u5750\u6807\u7cfb\u4e2d\uff0c\u201c\u89c4\u6a21\u6cd5\u5219\u201d\u662f\u4e00\u6761\u53c2\u6570\u89c4\u6a21\u8d8a\u5927\u3001\u6a21\u578b\u80fd\u529b\u8d8a\u5f3a\u7684\u6301\u7eed\u4e0a\u5347\u66f2\u7ebf\u3002<\/p>\n\n\n\n<p>\u800c\u201c\u5bc6\u5ea6\u6cd5\u5219\u201d\u544a\u8bc9\u6211\u4eec\uff0c\u901a\u8fc7\u5728\u6a21\u578b\u67b6\u6784\u3001\u6570\u636e\u6cbb\u7406\u3001\u5b66\u4e60\u65b9\u6cd5\u7b49\u65b9\u9762\u7684\u6301\u7eed\u6280\u672f\u521b\u65b0\uff0c\u6211\u4eec\u53ef\u4ee5\u7528\u66f4\u5c0f\u7684\u53c2\u6570\u627f\u8f7d\u66f4\u591a\u7684\u667a\u80fd\uff0c\u4ece\u800c\u627e\u5230\u4e00\u6761\u66f4\u52a0\u201c\u9661\u5ced\u201d\u7684\u201c\u89c4\u6a21\u6cd5\u5219\u201d\u66f2\u7ebf\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u7528\u76f8\u540c\u7684\u53c2\u6570\u5b9e\u73b0\u66f4\u5f3a\u7684\u80fd\u529b\uff0c\u6216\u8005\u7528\u66f4\u5c11\u7684\u53c2\u6570\u5b9e\u73b0\u76f8\u540c\u7684\u80fd\u529b\u3002\u6240\u4ee5\uff0c\u6ca1\u6709\u201c\u89c4\u6a21\u6cd5\u5219\u201d\u5c31\u4e0d\u4f1a\u6709\u201c\u5bc6\u5ea6\u6cd5\u5219\u201d\uff0c\u4e24\u8005\u90fd\u662f\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u4e2d\u81f3\u5173\u91cd\u8981\u7684\u89c4\u5f8b\u3002<\/p>\n\n\n\n<p>\u817e\u8baf\u79d1\u6280\uff1a\u201c\u89c4\u6a21\u6cd5\u5219\u201d\u4f3c\u4e4e\u6b63\u9762\u4e34\u6570\u636e\u3001\u7b97\u529b\u548c\u80fd\u6e90\u7684\u5929\u82b1\u677f\u3002\u5bc6\u5ea6\u6cd5\u5219\u4f55\u65f6\u4f1a\u9047\u5230\u74f6\u9888\uff1f<\/p>\n\n\n\n<p>\u5218\u77e5\u8fdc\uff1aScaling Law\u7684\u6301\u7eed\u53d1\u5c55\u786e\u5b9e\u9762\u4e34\u7535\u529b\u3001\u7b97\u529b\u3001\u6570\u636e\u7b49\u7ea6\u675f\u3002\u800cDensing Law\u6b63\u662f\u5b9e\u73b0\u66f4\u53ef\u6301\u7eedScaling Law\u7684\u65b9\u5f0f\u3002\u901a\u8fc7\u6280\u672f\u521b\u65b0\u63d0\u9ad8\u5bc6\u5ea6\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u7b97\u529b\u6216\u6210\u672c\u57fa\u672c\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\uff0c\u6301\u7eed\u63d0\u5347\u6a21\u578b\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982DeepSeek V3\u5ba3\u79f0\u75281\/10\u7684\u7b97\u529b\u5b9e\u73b0\u540c\u7b49\u80fd\u529b\uff0cOpenAI\u7684API\u4ef7\u683c\u6301\u7eed\u4e0b\u964d\uff0c\u90fd\u53cd\u6620\u4e86\u5185\u90e8\u901a\u8fc7\u6280\u672f\u521b\u65b0\u7528\u66f4\u5c0f\u7684\u6a21\u578b\u63d0\u4f9b\u540c\u7b49\u670d\u52a1\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\uff0c\u6570\u636e\u67af\u7aed\u95ee\u9898\u53ef\u80fd\u9700\u8981\u4f9d\u8d56\u53e6\u4e00\u9879\u6280\u672f\u2014\u2014\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u6765\u89e3\u51b3\uff0c\u5373\u8ba9\u6a21\u578b\u901a\u8fc7\u81ea\u6211\u63a2\u7d22\u751f\u6210\u9ad8\u8d28\u91cf\u6570\u636e\u8fdb\u884c\u5b66\u4e60\u3002<\/p>\n\n\n\n<p>\u817e\u8baf\u79d1\u6280\uff1a2025\u5e74\u6709\u54ea\u4e9b\u8ba9\u60a8\u89c9\u5f97\u60ca\u8273\u7684\u6280\u672f\u7a81\u7834\uff0c\u80fd\u8ba9Densing Law\u66f4\u52a0\u9661\u5ced\uff1f<\/p>\n\n\n\n<p>\u5218\u77e5\u8fdc\uff1a\u4eca\u5e74\u662f\u6a21\u578b\u67b6\u6784\u521b\u65b0\u7684\u5927\u5e74\uff0c\u4e3b\u8981\u6709\u4e09\u4e2a\u65b9\u5411\uff1a<\/p>\n\n\n\n<p>\u7b2c\u4e00\uff0c\u4ee5DeepSeek V3\u4e3a\u4ee3\u8868\u7684\u7ec6\u7c92\u5ea6\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\u8d70\u5411\u6210\u719f\uff0c\u901a\u8fc7\u7a00\u758f\u6fc0\u6d3b\u5c11\u6570\u4e13\u5bb6\u6765\u5927\u5e45\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e8c\uff0c\u7a00\u758f\u6ce8\u610f\u529b\uff08Sparse 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