{"id":38376,"date":"2025-02-15T07:01:46","date_gmt":"2025-02-14T23:01:46","guid":{"rendered":"https:\/\/17aitech.com\/?p=38376"},"modified":"2025-02-15T07:01:46","modified_gmt":"2025-02-14T23:01:46","slug":"%e5%95%8a%ef%bc%81deepseek-r1%e3%80%81o3-mini%e8%83%bd%e8%a7%a3%e5%a5%a5%e6%95%b0%e9%a2%98%e5%8d%b4%e7%ae%97%e4%b8%8d%e4%ba%86%e5%a4%9a%e4%bd%8d%e6%95%b0%e4%b9%98%e6%b3%95%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38376","title":{"rendered":"\u554a\uff01DeepSeek-R1\u3001o3-mini\u80fd\u89e3\u5965\u6570\u9898\u5374\u7b97\u4e0d\u4e86\u591a\u4f4d\u6570\u4e58\u6cd5\uff1f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-02-14-2\" target=\"_blank\">\u554a\uff01DeepSeek-R1\u3001o3-mini\u80fd\u89e3\u5965\u6570\u9898\u5374\u7b97\u4e0d\u4e86\u591a\u4f4d\u6570\u4e58\u6cd5\uff1f<\/a><\/p>\n<section>\u6211\u4eec\u90fd\u77e5\u9053\uff0c\u666e\u901a\u5927\u6a21\u578b\u7684\u6570\u5b66\u80fd\u529b\u5e76\u4e0d\u597d\uff0c\u751a\u81f3\u53ef\u80fd\u4f1a\u641e\u4e0d\u6e05\u695a 9.8 \u548c 9.11 \u54ea\u4e2a\u5927\u3002\u4f46\u968f\u7740 o1\u3001o3 \u4ee5\u53ca DeepSeek-R1 \u7b49\u63a8\u7406\u6a21\u578b\u7684\u5230\u6765\uff0c\u60c5\u51b5\u6b63\u5728\u53d1\u751f\u53d8\u5316\u3002\u6bd4\u5982 DeepSeek-R1 \u5728\u7ade\u8d5b\u6570\u5b66\u57fa\u51c6 AIME 2024 \u4e0a\u8fbe\u5230\u4e86 79.8% \u7684\u51c6\u786e\u5ea6\uff0c\u6210\u5c31\u4e86\u81ea\u5df1\u5934\u53f7\u5f00\u6e90\u63a8\u7406\u6a21\u578b\u7684\u5730\u4f4d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-2b9f8beffb388f73a072ba081a41981d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-2b9f8beffb388f73a072ba081a41981d.png\"><\/a><\/section>\n<section>\u800c\u6839\u636e OpenAI \u53d1\u5e03\u7684\u6570\u636e\uff0co3-mini (high) \u5728 AIME 2024 \u4e0a\u7684\u51c6\u786e\u5ea6\u66f4\u662f\u8fbe\u5230\u4e86 87.3%\uff0c\u9884\u8ba1 o3 \u6ee1\u8840\u7248\u7684\u6210\u7ee9\u8fd8\u4f1a\u66f4\u597d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-39c552e7d42fc76c7abe7833b20f94ea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-39c552e7d42fc76c7abe7833b20f94ea.png\"><\/a><\/section>\n<section>\u4f46\u5373\u4fbf\u5982\u6b64\uff0c\u8fd9\u4e9b\u5f3a\u5927\u7684\u63a8\u7406\u6a21\u578b\u5374\u4f9d\u7136\u5e38\u5e38\u5728\u4e00\u7c7b\u770b\u8d77\u6765\u76f8\u5f53\u7b80\u5355\u7684\u6570\u5b66\u95ee\u9898\u4e0a\u683d\u8ddf\u5934\uff0c\u90a3\u5c31\u662f\u7b80\u5355\u7684\u4e58\u6cd5\u7b97\u6cd5\uff0c\u5c24\u5176\u662f\u591a\u4f4d\u6570\u4e58\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u53bb\u5e74 9 \u6708\uff0c\u6ed1\u94c1\u5362\u5927\u5b66\u52a9\u7406\u6559\u6388\u9093\u4e91\u5929\uff08Yuntian Deng\uff09\u5728 \ud835\udd4f \u4e0a\u5206\u4eab\u4e86\u81ea\u5df1\u7684\u4e00\u4e2a\u5b9e\u9a8c\u7ed3\u679c\uff1a\u901a\u8fc7\u8ba9 o1 \u8ba1\u7b97\u6700\u591a 20&#215;20\uff0820 \u4f4d\u6570\u4e58 20 \u4f4d\u6570\uff09\u7684\u4e58\u6cd5\uff0c\u53d1\u73b0\u8be5\u6a21\u578b\u5230 9&#215;9 \u4e58\u6cd5\u4e4b\u540e\u51c6\u786e\u5ea6\u5c31\u4e0d\u597d\u770b\u4e86\uff0c\u800c GPT-4o \u66f4\u662f\u5728 4&#215;4 \u65f6\u5c31\u4f1a\u96be\u4ee5\u4e3a\u7ee7\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-15b190b9b46186bdf399e7051b6c3559.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-15b190b9b46186bdf399e7051b6c3559.png\"><\/a><\/section>\n<section>\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7ed3\u679c\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-ba74bf03e470424c2aa28d222f9b4430.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-ba74bf03e470424c2aa28d222f9b4430.png\"><\/a><\/section>\n<section>\u524d\u4e24\u5929\uff0c\u9093\u4e91\u5929\u53c8\u5206\u4eab\u4e86 o3-mini \u7684\u300c\u591a\u4f4d\u6570\u4e58\u6cd5\u8003\u8bd5\u300d\u6210\u7ee9\u3002\u7ed3\u679c\u561b\uff0c\u786e\u5b9e\u76f8\u8f83\u4e8e o1 \u6709\u8fdb\u6b65\uff0c\u4f46\u5f53\u4f4d\u6570\u8d85\u8fc7 13 \u4f4d\u65f6\uff0c\u51c6\u786e\u5ea6\u8868\u73b0\u4f9d\u7136\u4f1a\u4e25\u91cd\u4e0b\u6ed1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-528f8f993affd68c5bb6586cc40ef806.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-528f8f993affd68c5bb6586cc40ef806.png\"><\/a><\/section>\n<section>\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7ed3\u679c\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-d591f85ddd6a4413ea45997a3f8ef462.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-d591f85ddd6a4413ea45997a3f8ef462.png\"><\/a><\/section>\n<section>\u770b\u8d77\u6765\uff0c\u81f3\u5c11\u5728\u591a\u4f4d\u6570\u4e58\u6cd5\u4efb\u52a1\u4e0a\uff0c\u975e\u667a\u80fd\u7684\u8ba1\u7b97\u5668\u6bd4\u63a8\u7406\u5927\u6a21\u578b\u66f4\u53ef\u9760\u3002<\/section>\n<section><\/section>\n<section>\u770b\u5230\u8fd9\u4e2a\u6d88\u606f\u540e\uff0c\u673a\u5668\u4e4b\u5fc3\u4e5f\u53bb\u8bd5\u4e86\u8bd5 DeepSeek-R1 \u80fd\u5426\u8ba1\u7b97\u591a\u4f4d\u6570\u4e58\u6cd5\u3002\u9996\u5148\uff0c\u6211\u4eec\u5c1d\u8bd5\u4e86\u8ba9\u4e24\u4e2a\u968f\u673a\u5199\u7684 9 \u4f4d\u6570\u76f8\u4e58\uff1a456347891 \u4e58\u4ee5 390869523 \u7b49\u4e8e\u591a\u5c11\uff1f\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0cDeepSeek-R1 \u5728\u601d\u8003\u4e86\u8db3\u8db3 240 \u79d2\u4e4b\u540e\u6210\u529f\u7ed9\u51fa\u4e86\u6b63\u786e\u7b54\u6848\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-784a6cd35ddbc7c5f453a36d07d7370f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-784a6cd35ddbc7c5f453a36d07d7370f.png\"><\/a><\/section>\n<section>\u63a5\u4e0b\u6765\u6211\u4eec\u53c8\u8bd5\u4e86\u4e24\u4e2a 15 \u4f4d\u6570\u7684\u76f8\u4e58\uff1a569815324865789&#215;698437369846583=\uff1f\u00a0<\/section>\n<section><\/section>\n<section>\u8fd9\u4e00\u6b21 DeepSeek-R1 \u601d\u8003\u7684\u65f6\u95f4\u5374\u66f4\u77ed\uff0c\u4e3a 114 \u79d2\uff0c\u4f46\u7ed9\u51fa\u4e86\u4e00\u4e2a\u5f88\u63a5\u8fd1\u4f46\u4f9d\u7136\u9519\u8bef\u7684\u7b54\u6848\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a2cd0bc96d21da83b275587c5ce67df5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-a2cd0bc96d21da83b275587c5ce67df5.png\"><\/a><\/section>\n<section>\u6839\u636e\u8ba1\u7b97\u5668\u7684\u7ed3\u679c\uff0c\u6b63\u786e\u7b54\u6848\u5e94\u8be5\u662f 397980316797537914439995248987\u3002<\/section>\n<section><\/section>\n<section>\u53ef\u4ee5\u770b\u5230\u7531\u4e8e\u300c\u670d\u52a1\u5668\u7e41\u5fd9\u300d\uff0c\u6211\u4eec\u5728\u8fd9\u91cc\u5c1d\u8bd5\u4e86 4 \u6b21\u624d\u6210\u529f\u83b7\u5f97\u54cd\u5e94\uff1b\u800c\u5728\u53e6\u4e00\u6b21\u4f7f\u7528\u66f4\u52a0\u7a33\u5b9a\u7684<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650954627&amp;idx=1&amp;sn=1d05ca4c48539823a6290f7f7e436b63&amp;scene=21#wechat_redirect\" target=\"_blank\">\u706b\u5c71\u65b9\u821f<\/a> API \u7248 DeepSeek-R1 \u7684\u5c1d\u8bd5\u4e2d\uff0c\u8fd8\u5f97\u5230\u4e86\u53e6\u4e00\u4e2a\u4e0d\u540c\u7684\u7ed3\u679c\uff1a397816402510166516760347336987\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-3f862f7e247cda15c32dbfcde305256e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-3f862f7e247cda15c32dbfcde305256e.png\"><\/a><\/section>\n<section>\u6240\u4ee5\uff0cLLM \u771f\u6ca1\u6709\u80fd\u529b\u6b63\u786e\u6267\u884c\u591a\u4f4d\u6570\u4e58\u6cd5\u5417\uff1f<\/section>\n<section><\/section>\n<section>\u5e76\u4e0d\u4e00\u5b9a\uff0c\u8f6c\u6298\u9a6c\u4e0a\u5c31\u6765\u4e86\u3002<\/section>\n<section><\/section>\n<section>\u5c31\u5728\u4e0a\u9762\u90a3\u6761\u63a8\u6587\u4e4b\u4e0b\uff0c\u5fae\u8f6f\u7814\u7a76\u9662\u7814\u7a76\u79d1\u5b66\u5bb6\u3001\u5a01\u65af\u5eb7\u661f\u5927\u5b66\u9ea6\u8fea\u900a\u5206\u6821\u526f\u6559\u6388 Dimitris Papailiopoulos \u8868\u793a\u8fd9\u4e2a\u95ee\u9898\u5df2\u7ecf\u89e3\u51b3\u4e86\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-5597d7c03053e13005d340bc6a379e17.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-5597d7c03053e13005d340bc6a379e17.png\"><\/a><\/section>\n<section>\u4ed6\u9886\u5bfc\u7684\u4e00\u4e2a\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u4e0d\u7ba1\u662f\u4e58\u6cd5\uff0c\u8fd8\u662f\u52a0\u6cd5\u3001\u8ff7\u5bab\u6c42\u89e3\u548c\u4ece\u6613\u5230\u96be\u7684\u6cdb\u5316\uff0c\u90fd\u53ef\u4ee5\u57fa\u4e8e\u6807\u51c6\u7684 Transformer \u52a0\u4ee5\u89e3\u51b3\uff0c\u65b9\u6cd5\u5c31\u662f\u4f7f\u7528\u300c<strong>\u9012\u5f52\u5f0f\u81ea\u6211\u63d0\u5347<\/strong>\u300d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-fdaa0af6dc26c132f5bb4cebbc8a6c07.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-fdaa0af6dc26c132f5bb4cebbc8a6c07.png\"><\/a><\/section>\n<section>\u4e0b\u9762\u662f\u4e00\u4e2a\u5c0f\u6a21\u578b\u6559\u81ea\u5df1\u52a0\u6cd5\u65f6\u7684\u51c6\u786e\u5ea6\u8868\u73b0\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-b7984aada06983b64f0ee14932e3845a.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-b7984aada06983b64f0ee14932e3845a.gif\"><\/a><\/section>\n<section>Transformer \u679c\u771f\u662f\u795e\u4e00\u6837\u7684\u53d1\u660e\uff1a<strong>Attention Is All You Need<\/strong>\uff01<\/section>\n<section><\/section>\n<section>\u4e0b\u9762\u6211\u4eec\u5c31\u6765\u770b\u770b Papailiopoulos \u56e2\u961f\u7a76\u7adf\u5f97\u5230\u4e86\u4ec0\u4e48\u53d1\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8cc8e4f730124cbb5ef5a07cbefe10dd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-8cc8e4f730124cbb5ef5a07cbefe10dd.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aSelf-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2502.01612<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>Transformer \u7684\u957f\u5ea6\u6cdb\u5316\u95ee\u9898<\/strong><\/section>\n<section><\/section>\n<section>\u57fa\u4e8e Transformer \u7684\u8bed\u8a00\u6a21\u578b\u53d6\u5f97\u6210\u529f\u5df2\u7ecf\u65e0\u9700\u591a\u8c08\uff0c\u5b83\u4eec\u5df2\u7ecf\u6709\u80fd\u529b\u89e3\u51b3\u5927\u91cf\u4e0d\u540c\u7c7b\u578b\u7684\u4efb\u52a1\u3002\u4f46\u662f\uff0c\u5b83\u4eec\u5728<strong>\u957f\u5ea6\u6cdb\u5316\uff08length generalization\uff09<\/strong>\u65b9\u9762\u4f9d\u7136\u6709\u7740\u5de8\u5927\u7684\u5c40\u9650\u6027\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6a21\u578b\u5f88\u96be\u5c06\u81ea\u5df1\u7684\u80fd\u529b\u5916\u63a8\u5230\u6bd4\u8bad\u7ec3\u671f\u95f4\u89c1\u8fc7\u7684\u5e8f\u5217\u66f4\u957f\u7684\u5e8f\u5217\u3002<\/section>\n<section><\/section>\n<section>\u5c31\u6bd4\u5982\u7b80\u5355\u7684\u7b97\u672f\u4efb\u52a1\uff0c\u4e00\u822c\u7684\u4f7f\u7528\u81ea\u56de\u5f52\u76ee\u6807\u8bad\u7ec3\u7684\u6807\u51c6 Transformer \u4f7f\u7528\u7684\u8bad\u7ec3\u6570\u636e\u901a\u5e38\u4f4d\u6570\u4e0d\u591a\uff0c\u5f53\u51fa\u73b0\u9ad8\u4f4d\u6570\u7b97\u672f\u8fd0\u7b97\u65f6\uff0c\u8fd9\u4e9b\u6a21\u578b\u5e38\u5e38\u8868\u73b0\u4e0d\u4f73\u3002<\/section>\n<section><\/section>\n<section>\u4e4b\u524d\u4e5f\u6709\u4e0d\u5c11\u7814\u7a76\u8005\u8bd5\u56fe\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u91c7\u7528\u7684\u65b9\u6cd5\u5305\u62ec\u6539\u7528\u4f4d\u7f6e\u5d4c\u5165\u3001\u4fee\u6539\u67b6\u6784\u3001\u4fee\u6539\u6570\u636e\u683c\u5f0f\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u8fc7\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u867d\u7136\u5728\u53d7\u63a7\u7684\u5b9e\u9a8c\u73af\u5883\u4e2d\u5f88\u6709\u6548\uff0c\u4f46\u5374\u4e0e LLM \u5b9e\u9645\u7684\u8bad\u7ec3\u65b9\u5f0f\u4e0d\u517c\u5bb9\u3002\u539f\u56e0\u4e5f\u5f88\u7b80\u5355\uff0c\u8fd9\u4e9b\u4fee\u6539\u65b9\u5f0f\u90fd\u662f\u9488\u5bf9\u5177\u4f53\u4efb\u52a1\u5b9e\u73b0\u7684\uff0c\u6211\u4eec\u4e0d\u6e05\u695a\u8fd9\u4e9b\u4fee\u6539\u80fd\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u6216\u4ee5\u4ec0\u4e48\u65b9\u5f0f\u8fc1\u79fb\u5230\u901a\u7528\u8bbe\u7f6e\u3002<\/section>\n<section><\/section>\n<section><strong>\u89e3\u51b3\u65b9\u6848\uff1a\u9012\u5f52\u5f0f\u81ea\u6211\u63d0\u5347<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u6b64\uff0cPapailiopoulos \u56e2\u961f\u7814\u7a76\u4e86 Transformer \u5c55\u73b0\u51fa\u7684\u4e00\u4e2a\u6709\u8da3\u73b0\u8c61\uff1a<strong>transcendence<\/strong>\uff0c\u4e5f\u5c31\u662f\u300c\u8d85\u8d8a\u6027\u300d\u3002<\/section>\n<section><\/section>\n<section>\u7b80\u5355\u6765\u8bf4\uff0c\u8d85\u8d8a\u6027\u662f\u6307\u5b66\u751f\u6a21\u578b\u5728\u8bad\u7ec3\u671f\u95f4\u6cdb\u5316\u8d85\u8fc7\u6559\u5e08\u6a21\u578b\u63d0\u4f9b\u7684\u6570\u636e\u96be\u5ea6\u7684\u80fd\u529b\u30022024 \u5e74 OpenAI \u4e0e\u54c8\u4f5b\u5927\u5b66\u7b49\u673a\u6784\u7684\u4e00\u7bc7\u8bba\u6587\u300aTranscendence: Generative Models Can Outperform The Experts That Train Them\u300b\u6700\u65e9\u63cf\u8ff0\u4e86\u8fd9\u4e00\u73b0\u8c61\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0c\u5728\u4efb\u52a1\u7684\u7b80\u5355\u5b9e\u4f8b\uff08\u4f8b\u5982 n \u4f4d\u7b97\u672f\u8fd0\u7b97\uff09\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\u6709\u65f6\u53ef\u4e3a\u7a0d\u5fae\u56f0\u96be\u7684\u5b9e\u4f8b\uff08\u4f8b\u5982 n + 1 \u4f4d\u7b97\u672f\u8fd0\u7b97\uff09\u751f\u6210\u6b63\u786e\u7684\u8f93\u51fa\u3002<\/section>\n<section><\/section>\n<section>Papailiopoulos \u56e2\u961f\u5229\u7528\u8fd9\u4e00\u73b0\u8c61\u6784\u5efa\u4e86\u4e00\u4e2a<strong>\u81ea\u6211\u63d0\u5347<\/strong>\u6846\u67b6\uff0c\u5176\u4e2d\u6a21\u578b\u53ef\u4ee5\u8fed\u4ee3\u5730\u751f\u6210\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u5e76\u9012\u8fdb\u5730\u5b66\u4e60\u66f4\u56f0\u96be\u7684\u793a\u4f8b\u6837\u672c\u3002\u4e0b\u56fe\u5c55\u793a\u4e86\u8be5\u56e2\u961f\u7684\u81ea\u6211\u6539\u8fdb\u6d41\u7a0b\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f341f9bfc56abb47f29e453647810782.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f341f9bfc56abb47f29e453647810782.png\"><\/a><\/section>\n<section>\u5728 AI \u9886\u57df\uff0c\u81ea\u6211\u63d0\u5347\u5e76\u4e0d\u662f\u4e00\u4e2a\u65b0\u9c9c\u8bcd\u6c47\u3002\u901a\u5e38\u6765\u8bf4\uff0c\u4e3a\u4e86\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\uff0c\u81ea\u6211\u63d0\u5347\u5927\u90fd\u9700\u8981\u5916\u90e8\u9a8c\u8bc1\u5668\u3001\u5f31\u76d1\u7763\u6216\u8fc7\u6ee4\u673a\u5236\u3002\u4e0b\u9762\u5c55\u793a\u4e86\u5b9e\u9a8c\u4e2d\u91c7\u7528\u7684\u4e24\u79cd\u6570\u636e\u8fc7\u6ee4\u65b9\u6cd5\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f57290225e1a58e76bf437b7638336a4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f57290225e1a58e76bf437b7638336a4.png\"><\/a><\/section>\n<section>\u8be5\u56e2\u961f\u7684\u7814\u7a76\u8868\u660e\uff1a<strong>\u5728\u8fd9\u4e2a\u6846\u67b6\u4e0b\uff0c\u6781\u7aef\u7684\u957f\u5ea6\u6cdb\u5316\u786e\u5b9e\u662f\u53ef\u80fd\u7684\uff0c\u800c\u65e0\u9700\u5bf9\u57fa\u7840 Transformer \u67b6\u6784\u8fdb\u884c\u4efb\u4f55\u4fee\u6539\u3002<\/strong>\u5bf9\u4e8e\u53cd\u5411\u76f8\u52a0\u548c\u5b57\u7b26\u4e32\u590d\u5236\u7b49\u4efb\u52a1\uff0c\u81ea\u6211\u6539\u8fdb\u65e0\u9700\u663e\u5f0f\u7684\u6570\u636e\u8fc7\u6ee4\u5373\u53ef\u6210\u529f\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u4e58\u6cd5\u548c\u5bfb\u627e\u8ff7\u5bab\u6700\u77ed\u8def\u5f84\u7b49\u66f4\u96be\u7684\u95ee\u9898\uff0c\u6ca1\u6709\u6570\u636e\u8fc7\u6ee4\u7684\u81ea\u6211\u6539\u8fdb\u4f1a\u56e0\u9519\u8bef\u7d2f\u79ef\u800c\u5931\u8d25\u3002\u4ed6\u4eec\u7684\u7814\u7a76\u8868\u660e\uff0c<strong>\u7b80\u5355\u7684\u8fc7\u6ee4\u6280\u672f\uff08\u4f8b\u5982\u957f\u5ea6\u8fc7\u6ee4\u548c\u591a\u6570\u6295\u7968\uff09\u8db3\u4ee5\u4fdd\u6301\u6570\u636e\u8d28\u91cf\uff0c\u5e76\u53ef\u5b9e\u73b0\u5927\u5e45\u8d85\u8d8a\u5176\u521d\u59cb\u8bad\u7ec3\u5206\u5e03\u7684\u81ea\u6211\u6539\u8fdb\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-c27b7abe07dbb0fc2b3a4cc0fb98d568.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-c27b7abe07dbb0fc2b3a4cc0fb98d568.png\"><\/a><\/section>\n<section>\u4e0d\u4ec5\u5982\u6b64\uff0c\u8be5\u56e2\u961f\u8fd8\u53d1\u73b0\uff0c\u81ea\u6211\u6539\u8fdb\u4e0d\u4ec5\u9650\u4e8e\u957f\u5ea6\u6cdb\u5316\uff0c\u8fd8\u53ef\u4ee5\u5b9e\u73b0\u4ece\u6613\u5230\u96be\u7684\u6cdb\u5316\uff0c\u5373\u5728\u7b80\u5355\u4efb\u52a1\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\u65e0\u9700\u989d\u5916\u76d1\u7763\u5373\u53ef\u6210\u529f\u5b66\u4e60\u66f4\u96be\u7684\u4efb\u52a1\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8be5\u65b9\u6cd5\u5e76\u6ca1\u6709\u5f15\u5165\u65b0\u7684\u81ea\u6211\u6539\u8fdb\u6846\u67b6\uff0c\u800c\u662f\u5c55\u793a\u4e86\u5176\u5728\u5404\u79cd\u7b97\u6cd5\u4efb\u52a1\u4e2d\u7684\u6709\u6548\u6027\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0c\u4ed6\u4eec\u8fd8\u7814\u7a76\u4e86\u81ea\u6211\u6539\u8fdb\u7684\u52a8\u6001\uff0c\u5e76\u5f97\u5230\u4e86\u4ee5\u4e0b\u53d1\u73b0\uff1a<\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c<strong>\u63a7\u5236\u4ece\u5f31\u5230\u5f3a\u7684\u5386\u7a0b\u975e\u5e38\u91cd\u8981<\/strong>\uff0c\u56e0\u4e3a\u4e3a\u4e86\u907f\u514d\u707e\u96be\u6027\u5931\u8d25\uff0c\u6a21\u578b\u9700\u8981\u7ed3\u6784\u5316\u7684\u96be\u5ea6\u8c03\u5ea6\u8ba1\u5212\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-695f4b7b5d2fc64002c5a607b5e1550d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-695f4b7b5d2fc64002c5a607b5e1550d.png\"><\/a><\/section>\n<section>\u7b2c\u4e8c\uff0c<strong>\u81ea\u6211\u6539\u8fdb\u4f1a\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u800c\u52a0\u901f<\/strong>\uff0c\u56e0\u4e3a\u66f4\u56f0\u96be\u7684\u793a\u4f8b\u6837\u672c\u4f1a\u5e26\u6765\u8d8a\u6765\u8d8a\u5927\u7684\u597d\u5904\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u4f1a\u5b9e\u73b0\u6307\u6570\u7ea7\u7684\u5916\u63a8\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f8db6ba62179ad3eb24ad835dc6b4a59.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-f8db6ba62179ad3eb24ad835dc6b4a59.png\"><\/a><\/section>\n<section>\u6700\u540e\uff0c<strong>\u5982\u679c\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u5f00\u59cb\uff0c\u53ef\u4ee5\u663e\u8457\u52a0\u5feb\u81ea\u6211\u6539\u8fdb\u901f\u5ea6\uff0c\u4ece\u800c\u6bd4\u4f7f\u7528\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u7684\u6a21\u578b\u66f4\u5feb\u5730\u5b9e\u73b0\u6cdb\u5316<\/strong>\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-701baf1dd37e53db68846b5f341bdb31.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-701baf1dd37e53db68846b5f341bdb31.png\"><\/a><\/section>\n<section>\u8be5\u56e2\u961f\u603b\u7ed3\u8bf4\uff1a\u300c\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u63d0\u4f9b\u4e86\u8bc1\u636e\uff0c\u8868\u660e<strong>\u5bf9\u4e8e\u957f\u5ea6\u6cdb\u5316\u548c\u4ece\u6613\u5230\u96be\u6cdb\u5316\uff0c\u5b66\u4e60\u81ea\u6211\u6539\u8fdb\u662f\u4e00\u79cd\u901a\u7528\u4e14\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/strong>\u300d<\/section>\n<section><\/section>\n<section><strong>\u90a3\u4e48\uff0cTransformer \u5927\u6a21\u578b\u80fd\u505a\u591a\u4f4d\u6570\u4e58\u6cd5\u4e86\u5417\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u56de\u5230\u6700\u5f00\u59cb\u7684\u95ee\u9898\uff0c\u5982\u679c\u4f7f\u7528\u81ea\u6211\u6539\u8fdb\uff0c\u57fa\u4e8e Transformer \u7684\u5927\u6a21\u578b\u80fd\u5c31\u80fd\u505a\u591a\u4f4d\u6570\u4e58\u6cd5\u4e86\u5417\uff1f<\/section>\n<section><\/section>\n<section>\u5148\u6765\u770b\u770b\u5b9e\u9a8c\u7ed3\u679c\uff0c\u5f53\u7ec4\u5408\u4f7f\u7528\u591a\u6570\u6295\u7968\u4e0e\u957f\u5ea6\u8fc7\u6ee4\u65f6\uff0c31 \u8f6e\u63d0\u5347\u540e\uff0c\u5b9e\u9a8c\u6a21\u578b\u80fd\u5728 9 \u4f4d\u6570\u4ee5\u5185\u7684\u4e58\u6cd5\u4e0a\u8fbe\u5230\u8fd1\u4e4e\u5b8c\u7f8e\u7684\u8868\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-46cafd74d8f3c392c5a7498f624d12d6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-46cafd74d8f3c392c5a7498f624d12d6.png\"><\/a><\/section>\n<section>\u800c\u5982\u679c\u4f7f\u7528\u8be5\u56e2\u961f\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u4e00\u79cd\u81ea\u6211\u6539\u8fdb\u8c03\u5ea6\u65b9\u6848\uff0c\u63d0\u5347\u901f\u5ea6\u8fd8\u80fd\u5927\u5927\u63d0\u5347\uff1a\u5728 19 \u8f6e\u5185\u5c31\u80fd\u5728 10 \u4f4d\u6570\u4ee5\u5185\u7684\u4e58\u6cd5\u4e0a\u8fbe\u5230\u8fd1\u4e4e\u5b8c\u7f8e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-29a28ce8b7b9e248798e7c10002c21e8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-29a28ce8b7b9e248798e7c10002c21e8.png\"><\/a><\/section>\n<section>\u4e0d\u8fc7\uff0c\u6216\u8bb8\u662f\u5b9e\u9a8c\u6210\u672c\u65b9\u9762\u7684\u8003\u8651\uff0c\u8be5\u56e2\u961f\u5e76\u672a\u5b9e\u9a8c\u66f4\u591a\u4f4d\u6570\u7684\u4e58\u6cd5\u3002\u4f46\u81f3\u5c11\u4ece\u8d8b\u52bf\u4e0a\u770b\uff0c\u8fd9\u79cd\u81ea\u6211\u63d0\u5347\u7b56\u7565\u786e\u5b9e\u662f\u53ef\u884c\u7684\u3002<\/section>\n<section><\/section>\n<section>\u90a3\u4e48\uff0c\u95ee\u9898\u6765\u4e86\uff1a\u73b0\u5728\u7684\u5927\u6a21\u578b\u5df2\u7ecf\u5f00\u59cb\u6709\u80fd\u529b\u4f7f\u7528\u5de5\u5177\u4e86\uff0c\u5bf9\u4e8e\u8fd9\u6837\u7684\u7b97\u672f\u8fd0\u7b97\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u76f4\u63a5\u8ba9\u5927\u6a21\u578b\u8c03\u7528\u4e00\u4e2a\u8ba1\u7b97\u5668\u5e94\u7528\u5462\uff1f<\/section>\n<section><\/section>\n<section>\u5bf9\u6b64\uff0cDimitris Papailiopoulos \u7ed9\u51fa\u7684\u7b54\u590d\u662f\u53ef\u4ee5\u7814\u7a76 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