{"id":39888,"date":"2025-04-04T06:02:49","date_gmt":"2025-04-03T22:02:49","guid":{"rendered":"https:\/\/17aitech.com\/?p=39888"},"modified":"2025-04-04T06:02:49","modified_gmt":"2025-04-03T22:02:49","slug":"%e8%ae%a9ai%e6%9b%bf%e7%a0%81%e5%86%9c%e5%8d%b7%e5%a4%8d%e6%9d%82%e4%bb%bb%e5%8a%a1%ef%bc%8c%e8%b4%be%e4%bd%b3%e4%ba%9a%e5%9b%a2%e9%98%9f%e6%8f%90%e5%87%bamotcoder%ef%bc%8c%e5%87%86%e7%a1%ae%e7%8e%87","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39888","title":{"rendered":"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-03-2\" target=\"_blank\">\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f11b3dbe11f1944cee82c55853541207.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f11b3dbe11f1944cee82c55853541207.png\"><\/a><\/section>\n<p><strong>\u8bba\u6587\u4e00\u4f5c\u674e\u9756\u7476\uff0c\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u535a\u58eb\u751f\uff08DV Lab\uff09\uff0c\u5e08\u4ece\u8d3e\u4f73\u4e9a\u6559\u6388\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u662f\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5305\u62ec\u6a21\u578b\u9884\u8bad\u7ec3\u3001\u540e\u8bad\u7ec3\u3001\u63a8\u7406\u4f18\u5316\u3002\u4f5c\u8005\u9648\u9e4f\u5149\u3001\u590f\u5f6c\u7b49\u5747\u4e3a DV Lab \u6210\u5458\u3002<\/strong><\/p>\n<p>\u5927\u6a21\u578b\u5199\u4ee3\u7801\u65e9\u5c31\u662f\u57fa\u64cd\u4e86\uff0c\u4f46\u8ba9\u5b83\u5199\u7b97\u6cd5\u7ade\u8d5b\u9898\u6216\u4f01\u4e1a\u7ea7\u7cfb\u7edf\u4ee3\u7801\uff0c\u5c31\u50cf\u8ba9\u53ea\u4f1a\u716e\u6ce1\u9762\u7684\u4eba\u53bb\u505a\u6ee1\u6c49\u5168\u5e2d \u2014\u2014 \u751f\u6210\u7684\u4ee3\u7801\u8981\u4e48\u662f \u201c\u94c1\u677f\u4e00\u5757\u201d \u6beb\u65e0\u7ae0\u6cd5\uff0c\u8981\u4e48\u662f \u201c\u4e00\u9505\u4e71\u7096\u201d \u96be\u4ee5\u7ef4\u62a4\u3002<\/p>\n<p>\u5982\u4f55\u8ba9\u5927\u6a21\u578b\u50cf\u5de5\u7a0b\u5e08\u4e00\u6837\u601d\u8003\uff0c\u7528\u6a21\u5757\u5316\u601d\u7ef4\u62c6\u89e3\u590d\u6742\u95ee\u9898\uff1f \u00a0<\/p>\n<p>\u8fd1\u65e5\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51fa <strong>MoTCoder\uff08Module-of-Thought Coder\uff09<\/strong>\uff0c\u901a\u8fc7\u521b\u65b0\u7684\u6a21\u5757\u5316\u601d\u7ef4\u6307\u4ee4\u5fae\u8c03\uff08MoT Instruction Tuning\uff09\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u5728\u590d\u6742\u7f16\u7a0b\u4efb\u52a1\u4e2d\u7684\u51c6\u786e\u7387\u4e0e\u53ef\u7ef4\u62a4\u6027\u3002\u5b9e\u9a8c\u663e\u793a\uff0c\u5728 APPS \u548c CodeContests \u7b49\u6743\u5a01\u7f16\u7a0b\u57fa\u51c6\u4e0a\uff0cMoTCoder \u7684 pass@1 \u51c6\u786e\u7387\u76f4\u63a5\u5237\u65b0\u8bb0\u5f55\uff0c\u751a\u81f3\u8d85\u8d8a SOTA 6%\uff0c\u8ba9\u5927\u6a21\u578b\u5728 \u201c\u75af\u72c2\u6253\u7801\u201d \u65f6\u66f4\u63a5\u8fd1\u300c\u4eba\u7c7b\u667a\u6167\u300d\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a3c5696148134e7a5ac09a106dbed54e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-a3c5696148134e7a5ac09a106dbed54e.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aMoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2312.15960\u00a0<\/p>\n<\/li>\n<\/ul>\n<p>\u76ee\u524d\uff0c\u56e2\u961f\u5df2\u53d1\u51fa\u7a0b\u5e8f\u5458\u5feb\u4e50\u5305 \u2014\u2014 \u4ee3\u7801\u3001\u6a21\u578b\u4e0e\u6570\u636e\u96c6\u901a\u901a\u5f00\u6e90\uff0c\u6b22\u8fce\u5728\u7ebf\u4f53\u9a8c\uff1a \u00a0\u00a0<\/p>\n<ul>\n<li>\n<p>\u4ee3\u7801\u5e93\uff1ahttps:\/\/github.com\/dvlab-research\/MoTCoder \u00a0<\/p>\n<\/li>\n<li>\n<p>32B \u6a21\u578b\uff1ahttps:\/\/huggingface.co\/JingyaoLi\/MoTCoder-32B-V1.5 \u00a0<\/p>\n<\/li>\n<li>\n<p>7B \u6a21\u578b\uff1ahttps:\/\/huggingface.co\/JingyaoLi\/MoTCoder-7B-v1.5 \u00a0<\/p>\n<\/li>\n<li>\n<p>350K \u8bad\u7ec3\u6570\u636e\u96c6\uff1ahttps:\/\/huggingface.co\/datasets\/JingyaoLi\/MoT-Code-350K<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u590d\u6742\u7f16\u7a0b\u7684\u89e3\u8026\u795e\u5668<\/strong><\/p>\n<p>\u5f53\u524d\u4e3b\u6d41\u4ee3\u7801\u751f\u6210\u6a21\u578b\uff08\u5982 Qwen2.5-Coder\uff09\u751f\u6210\u7684\u4ee3\u7801\u5f80\u5f80\u5c31\u662f\u8fd9\u79cd\u5355\u5757\u5f0f\u7684\u7ed3\u6784\uff0c\u867d\u7136\u5728\u7b80\u5355\u4efb\u52a1\u4e0a\u8868\u73b0\u826f\u597d\uff0c\u4f46\u9762\u5bf9\u590d\u6742\u573a\u666f\u65f6\u96be\u63a9\u7f3a\u9677\uff1a<\/p>\n<ul>\n<li>\n<p>\u62c6\u89e3\u590d\u6742\u4efb\u52a1\uff1a\u4e0d\u5b58\u5728\u7684\uff01\u8ba9\u5b83\u5199\u4e2a\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u8f93\u51fa\u4ee3\u7801\u582a\u6bd4\u707e\u96be\u73b0\u573a\uff1b<\/p>\n<\/li>\n<li>\n<p>\u7ef4\u62a4\u6210\u672c\u7206\u70b8\uff1a\u751f\u6210\u7684\u4ee3\u7801\u6ce8\u91ca\u6bd4\u7a0b\u5e8f\u5458\uff08bu shi\uff09\u5934\u53d1\u8fd8\u5c11\uff0cdebug \u65f6\u88ab\u540c\u4e8b\u6000\u7591\u662f\u7956\u4f20\u5492\u8bed\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8bd5\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f60\u8ba9\u6a21\u578b\u5199\u4e2a\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\uff0c\u7ed3\u679c\u5b83\u5410\u51fa\u51e0\u5343\u884c\u5bc6\u5bc6\u9ebb\u9ebb\u7684\u4ee3\u7801\uff0c\u50cf\u4e00\u56e2\u4e71\u9ebb\u6839\u672c\u65e0\u4ece\u4e0b\u624b\u3002<strong>\u8fd9\u5c31\u662f\u4f20\u7edf\u6a21\u578b\u7684\u5355\u5757\u5f0f\u4ee3\u7801 \u2014\u2014 \u628a\u6240\u6709\u903b\u8f91\u585e\u8fdb\u4e00\u4e2a\u51fd\u6570\uff0c\u4e0d\u8bb2\u7ae0\u6cd5\u5730\u4e00\u9505\u4e71\u7096\u3002<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-07623714099c512e7512aa0ebb6bdf1e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-07623714099c512e7512aa0ebb6bdf1e.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 1a: \u4f20\u7edf\u6a21\u578b\u751f\u6210\u7684\u5355\u5757\u5f0f\u4ee3\u7801<\/sup><\/p>\n<p><strong>\u800c MoTCoder \u5219\u80fd \u201c\u9047\u62db\u62c6\u62db\u201d\uff0c\u628a\u590d\u6742\u4efb\u52a1\u62c6\u6210 \u201c\u8f93\u5165\u89e3\u6790\u201d\u3001\u201c\u6838\u5fc3\u7b97\u6cd5\u201d\u3001\u201c\u5f02\u5e38\u5904\u7406\u201d \u7b49\u6807\u51c6\u5316\u6a21\u5757\uff0c<\/strong>\u50cf\u4e50\u9ad8\u79ef\u6728\u822c\u4e25\u4e1d\u5408\u7f1d\u7ec4\u88c5\uff0c\u6bcf\u4e2a\u6a21\u5757\u8fd8\u81ea\u5e26 \u201c\u8bf4\u660e\u4e66\u201d\uff0c\u5f3a\u8feb\u75c7\u60a3\u8005\u770b\u5b8c\u90fd\u76f4\u547c\u8212\u9002\uff01<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7e9132dca68ad9deed1afd24881ebafc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7e9132dca68ad9deed1afd24881ebafc.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1b: MoTCoder \u751f\u6210\u7684\u6a21\u5757\u5316\u4ee3\u7801<\/sup><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-62ab89a88be3eef9c8dc56c9948285f5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-62ab89a88be3eef9c8dc56c9948285f5.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2\uff1aMoTCoder \u7684\u4e24\u9636\u6bb5\u6a21\u5757\u5316\u8bbe\u8ba1\u6d41\u7a0b<\/sup><\/p>\n<p><strong>MoTCoder \u7684\u4e09\u5927\u6838\u5fc3\u7a81\u7834 \u00a0<\/strong><\/p>\n<p><strong>\uff081\uff09\u6027\u80fd\u5f00\u6302\uff1a\u590d\u6742\u4efb\u52a1\u51c6\u786e\u7387\u5237\u65b0 SOTA \u00a0<\/strong><\/p>\n<p>\u5f97\u76ca\u4e8e\u6a21\u5757\u5316\u601d\u7ef4\u5bf9\u590d\u6742\u903b\u8f91\u7684\u62c6\u89e3\u80fd\u529b\uff0c\u5728 APPS \u6570\u636e\u96c6\u4e0a\uff0cMoTCoder-32B \u7684 pass@1 \u8d85\u8d8a\u540c\u7b49\u89c4\u6a21\u6a21\u578b 5.8%\uff1b\u5728 CodeContests \u6570\u636e\u96c6\u4e0a\uff0cMoTCoder-32B \u66f4\u662f\u76f4\u63a5\u4e0a\u6f14\u300c\u5c60\u699c\u300d\u620f\u7801\uff0c\u8d85\u8d8a SOTA 5.9%\uff01<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ca5369f4f63a1f59750ade7f1143a9a2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-ca5369f4f63a1f59750ade7f1143a9a2.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3\uff1aMoTCoder \u7684\u6218\u6597\u529b\u66f2\u7ebf<\/sup><\/p>\n<p><strong>\uff082\uff09\u5927\u6a21\u578b\u4ee3\u7801\u8d28\u68c0\u5458<\/strong><\/p>\n<p>MoTCoder \u901a\u8fc7\u591a\u8f6e\u81ea\u6211\u53cd\u601d\u673a\u5236\uff0c\u80fd\u81ea\u52a8\u68c0\u6d4b\u5e76\u4fee\u6b63\u4ee3\u7801\u9519\u8bef\u3002\u5b9e\u9a8c\u663e\u793a\uff1a<\/p>\n<ul>\n<li>\n<p>\u672a\u4fee\u6b63\u72b6\u6001\u4e0b\uff0cMoTCoder \u53ef\u8fbe\u5230 SOTA \u6a21\u578b 5 \u8f6e\u4eba\u5de5\u4fee\u6b63\u540e\u7684\u6548\u679c<\/p>\n<\/li>\n<li>\n<p>\u5f00\u542f\u81ea\u68c0\u540e\uff0c\u51c6\u786e\u7387\u66f4\u8fdb\u4e00\u6b65\u63d0\u5347 4%<\/p>\n<\/li>\n<\/ul>\n<p><strong>\uff083\uff09\u4ee3\u7801\u8d28\u91cf\u5168\u9762\u78be\u538b\u4f20\u7edf\u6a21\u578b<\/strong><\/p>\n<p>\u901a\u8fc7\u4e13\u4e1a\u7684\u4ee3\u7801\u8d28\u91cf\u5206\u6790\u5de5\u5177 Radon \u5bf9 APPS \u548c CodeContests \u6570\u636e\u96c6\u4e0a\u7684\u751f\u6210\u4ee3\u7801\u8fdb\u884c\u8bc4\u4f30\uff0cMoTCoder \u5728\u6240\u6709\u96be\u5ea6\u7ea7\u522b\u4e2d\u90fd\u4fdd\u6301\u4e86\u660e\u663e\u66f4\u9ad8\u7684\u53ef\u7ef4\u62a4\u6027\u6307\u6570\uff08Maintainability Index\uff09\u3002 \u00a0<\/p>\n<p>\u5b9e\u9a8c\u6570\u636e\u663e\u793a\uff0c\u76f8\u6bd4\u666e\u901a\u5fae\u8c03\u6a21\u578b\u548c\u57fa\u7ebf\u6a21\u578b\uff0cMoTCoder \u751f\u6210\u7684\u4ee3\u7801\u5177\u6709\u66f4\u4f4e\u7684\u590d\u6742\u5ea6\u3001\u66f4\u7cbe\u7b80\u7684\u4ee3\u7801\u91cf\u548c\u66f4\u5408\u7406\u7684\u6ce8\u91ca\u6bd4\u4f8b\u3002<\/p>\n<p>\u7a0b\u5e8f\u5458\u72c2\u559c\uff1a\u7b80\u76f4\u597d\u7528\u54ed\u4e86\uff01<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-57a8426998f04bf3576308b8f620694b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-57a8426998f04bf3576308b8f620694b.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 4\uff1aMoTCoder \u751f\u6210\u7684\u4ee3\u7801\u5177\u6709\u66f4\u4f18\u7684\u53ef\u7ef4\u62a4\u6027\u7279\u5f81 \u00a0<\/sup><\/p>\n<p><strong>\u667a\u80fd\u8c03\u5ea6\uff1a\u7b80\u5355\u9898\u6781\u7b80\u6a21\u5f0f\uff0c\u96be\u9898\u4e50\u9ad8\u6a21\u5f0f<\/strong><\/p>\n<p>\u8fd9\u79cd\u4f18\u52bf\u6e90\u4e8e MoTCoder \u7684\u6a21\u5757\u5316\u8bad\u7ec3\u65b9\u6cd5\uff0c\u4f7f\u751f\u6210\u7684\u4ee3\u7801\u7ed3\u6784\u66f4\u6e05\u6670\u3001\u903b\u8f91\u66f4\u7b80\u660e\u3002\u5728\u65f6\u95f4\u548c\u5185\u5b58\u6d88\u8017\u7684\u5bf9\u6bd4\u4e2d\uff08\u56fe 5\uff09\uff0cMoTCoder \u751f\u6210\u7684\u4ee3\u7801\u5c55\u73b0\u51fa\u663e\u8457\u4f18\u52bf\u3002\u867d\u7136\u5176\u8fd0\u884c\u65f6\u95f4\u4e0e\u666e\u901a\u5fae\u8c03\u6a21\u578b\u76f8\u5f53\uff0c\u4f46\u5728\u5185\u5b58\u5360\u7528\u4e0a\u59cb\u7ec8\u4f4e\u4e8e\u57fa\u51c6\u6a21\u578b\u3002\u8fd9\u5f97\u76ca\u4e8e MoTCoder \u5bf9\u5168\u5c40\u53d8\u91cf\u548c\u51fd\u6570\u5c40\u90e8\u53d8\u91cf\u7684\u667a\u80fd\u533a\u5206\uff0c\u80fd\u591f\u53ca\u65f6\u91ca\u653e\u672a\u4f7f\u7528\u7684\u5185\u5b58\u8d44\u6e90\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f5a15fd9544caa796e3622e72aa6692f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f5a15fd9544caa796e3622e72aa6692f.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 5\uff1aMoTCoder \u751f\u6210\u7684\u4ee3\u7801\u5177\u6709\u66f4\u4f4e\u7684\u5185\u5b58\u6d88\u8017<\/sup><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5fe0f10fc6afe563206f98f141b565db.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-5fe0f10fc6afe563206f98f141b565db.png\"><\/a><\/section>\n<p><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 6\uff1a\u4e0d\u540c\u96be\u5ea6\u7684\u4ee3\u7801\u51fd\u6570\u6570\u91cf\u4e0e\u51c6\u786e\u7387\u5173\u7cfb<\/sup><\/p>\n<p>\u8d3e\u4f73\u4e9a\u56e2\u961f\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u73b0\u8c61\uff08\u56fe 6\uff09\uff1a\u00a0<\/p>\n<p>&#8211; \u5165\u95e8\u9898\uff1a\u51fd\u6570\u6570\u91cf\u589e\u52a0\uff0c\u51c6\u786e\u7387\u53cd\u800c\u4e0b\u964d\uff08\u7b80\u5355\u95ee\u9898\u65e0\u9700\u62c6\u89e3\uff09 \u00a0<\/p>\n<p>&#8211; \u9762\u8bd5\u9898\uff1a\u51fd\u6570\u6570\u91cf\u53d8\u5316\u5bf9\u51c6\u786e\u7387\u5f71\u54cd\u8f83\u5c0f\uff08\u4fdd\u6301\u7a33\u5b9a\uff09 \u00a0<\/p>\n<p>&#8211; \u7ade\u8d5b\u9898\uff1a\u51fd\u6570\u6570\u91cf\u4e0e\u51c6\u786e\u7387\u5448\u6b63\u76f8\u5173\uff08\u590d\u6742\u95ee\u9898\u5fc5\u987b\u6a21\u5757\u5316\uff09\u00a0<\/p>\n<p>MoTCoder \u81ea\u5e26\u667a\u80fd\u8c03\u5ea6\u7cfb\u7edf\uff0c\u95ee\u9898\u590d\u6742\u5ea6\u51b3\u5b9a\u4e86\u5176\u6a21\u5757\u5316\u7b56\u7565\uff1a<strong>\u9762\u5bf9\u4e24\u884c\u4ee3\u7801\u5c31\u80fd\u641e\u5b9a\u7684\u9898\u76ee\uff0c\u542f\u52a8\u6781\u7b80\u6a21\u5f0f\uff1b\u800c\u906d\u9047\u4ee3\u7801\u91cf\u582a\u6bd4\u6bd5\u4e1a\u8bba\u6587\u7684\u53d8\u6001\u9700\u6c42\uff0c\u5219\u79d2\u5207\u4e50\u9ad8\u6a21\u5f0f\u3002<\/strong>\u800c\u8fd9\u79cd\u601d\u7ef4\u65b9\u5f0f\u5df2\u8fbe\u5230\u4eba\u7c7b\u5de5\u7a0b\u5e08\u7684\u89e3\u9898\u8def\u5f84\u3002 \u00a0<\/p>\n<p>\u8fd9\u79cd\u7279\u6027\u4e5f\u4f7f\u5f97 MoTCoder \u53ef\u8986\u76d6\u4ece\u7b97\u6cd5\u7ade\u8d5b\u5230\u5de5\u4e1a\u7ea7\u5f00\u53d1\u591a\u4e2a\u843d\u5730\u573a\u666f\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u7b97\u6cd5\u7ade\u8d5b<\/strong>\uff1a\u79d2\u89e3 Codeforces\/LeetCode \u96be\u9898\uff0c\u751f\u6210\u5e26\u6ce8\u91ca\u7684\u6807\u51c6\u7b54\u6848\uff1b<\/p>\n<\/li>\n<li>\n<p><strong>\u5927\u578b\u7cfb\u7edf\u8bbe\u8ba1<\/strong>\uff1a\u81ea\u52a8\u751f\u6210\u5fae\u670d\u52a1\u67b6\u6784\u4ee3\u7801\uff0c\u63a5\u53e3\u6e05\u6670\u3001\u6a21\u5757\u89e3\u8026\uff1b \u00a0<\/p>\n<\/li>\n<li>\n<p><strong>\u4f01\u4e1a\u7ea7\u5e94\u7528\u5f00\u53d1<\/strong>\uff1a\u751f\u6210\u53ef\u957f\u671f\u7ef4\u62a4\u6027\u7684\u4ee3\u7801\u5e93\uff0c\u964d\u4f4e\u6280\u672f\u503a\u52a1\u7d2f\u79ef\u901f\u5ea6\u3002<\/p>\n<\/li>\n<\/ul>\n<p>MoTCoder \u8ba9\u4ee3\u7801\u751f\u6210\u4ece \u201c\u529f\u80fd\u5b9e\u73b0\u201d \u8dc3\u8fc1\u81f3 \u201c\u5de5\u7a0b\u5b9e\u8df5\u201d\uff0c\u6216\u8bb8\u662f\u65f6\u5019\u91cd\u65b0\u5b9a\u4e49\u667a\u80fd\u7f16\u7a0b\u4e86 \u2014\u2014 \u4e0d\u4ec5\u8981\u751f\u6210\u4ee3\u7801\uff0c\u66f4\u8981\u751f\u6210\u597d\u4ee3\u7801\u3002\u8d3e\u4f73\u4e9a\u56e2\u961f\u8868\u793a\uff0c\u5c06\u7ee7\u7eed\u6df1\u5316\u667a\u80fd\u7f16\u7a0b\u7684\u7814\u7a76\uff0c\u5e76\u63a2\u7d22\u5176\u5728\u66f4\u591a\u5de5\u4e1a\u754c\u573a\u666f\u7684\u6df1\u5ea6\u5e94\u7528\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-03-2\" target=\"_blank\">\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1 [&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":[68],"class_list":["post-39888","post","type-post","status-publish","format-standard","hentry","category-news","tag-68"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA - \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=39888\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888\"},\"author\":{\"name\":\"AI\u5c0f\u52a9\u624b\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"headline\":\"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA\",\"datePublished\":\"2025-04-03T22:02:49+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888\"},\"wordCount\":112,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-f11b3dbe11f1944cee82c55853541207.png\",\"keywords\":[\"\u5927\u6a21\u578b\"],\"articleSection\":[\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=39888#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?p=39888\",\"name\":\"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-f11b3dbe11f1944cee82c55853541207.png\",\"datePublished\":\"2025-04-03T22:02:49+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=39888\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888#primaryimage\",\"url\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-f11b3dbe11f1944cee82c55853541207.png\",\"contentUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-f11b3dbe11f1944cee82c55853541207.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=39888#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/17aitech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA\"}]},{\"@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\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"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":"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA - \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=39888","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/17aitech.com\/?p=39888#article","isPartOf":{"@id":"https:\/\/17aitech.com\/?p=39888"},"author":{"name":"AI\u5c0f\u52a9\u624b","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"headline":"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA","datePublished":"2025-04-03T22:02:49+00:00","mainEntityOfPage":{"@id":"https:\/\/17aitech.com\/?p=39888"},"wordCount":112,"commentCount":0,"image":{"@id":"https:\/\/17aitech.com\/?p=39888#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f11b3dbe11f1944cee82c55853541207.png","keywords":["\u5927\u6a21\u578b"],"articleSection":["\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/17aitech.com\/?p=39888#respond"]}]},{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=39888","url":"https:\/\/17aitech.com\/?p=39888","name":"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=39888#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=39888#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f11b3dbe11f1944cee82c55853541207.png","datePublished":"2025-04-03T22:02:49+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=39888#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=39888"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=39888#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f11b3dbe11f1944cee82c55853541207.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-f11b3dbe11f1944cee82c55853541207.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=39888#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u8ba9AI\u66ff\u7801\u519c\u5377\u590d\u6742\u4efb\u52a1\uff0c\u8d3e\u4f73\u4e9a\u56e2\u961f\u63d0\u51faMoTCoder\uff0c\u51c6\u786e\u7387\u5237\u65b0SOTA"}]},{"@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":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","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\/39888","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=39888"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/39888\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}