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\"\u5927\u5382\u62a2\u90ed\u8fbe\u96c5\u8fdb\u884c\u65f6\uff01DeepSeek\u6838\u5fc3\u6210\u5458\u8fd8\u662f\u4e2a\u201c\u7efc\u827a\u5de8\u4f6c\u201d\"\/<\/div><\/figure>\n
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\"\u5927\u5382\u62a2\u90ed\u8fbe\u96c5\u8fdb\u884c\u65f6\uff01DeepSeek\u6838\u5fc3\u6210\u5458\u8fd8\u662f\u4e2a\u201c\u7efc\u827a\u5de8\u4f6c\u201d\"\/<\/div><\/figure>\n
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\u90ed\u8fbe\u96c5\u5c06\u82b1\u843d\u8c01\u5bb6\uff1f<\/p>\n

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2014\u5e74\uff0c\u90ed\u8fbe\u96c5\u88ab\u4e2d\u5c71\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u5f55\u53d6\uff0c\u968f\u540e\u7559\u5728\u4e2d\u5927\u7ee7\u7eed\u76f4\u535a\u6df1\u9020\u3002<\/p>\n

\u5927\u56db\u65f6\uff0c\u4ed6\u5165\u9009\u4e2d\u5c71\u5927\u5b66\u4e0e\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8054\u5408\u57f9\u517b\u535a\u58eb\u751f\u9879\u76ee\uff0c\u5e08\u4ece\u5370\u9274\u6559\u6388\u548c\u5468\u660e\u535a\u58eb\uff0c\u7814\u7a76\u65b9\u5411\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3002\u5468\u660e\u5219\u540e\u6765\u5728\u5927\u6a21\u578b\u6d6a\u6f6e\u4e2d\uff0c\u521b\u529e\u4e86\u6f9c\u821f\u79d1\u6280\u3002<\/p>\n

\u4eac\u4e1c\u63a2\u7d22\u7814\u7a76\u9662\u526f\u9662\u957f\u3001\u9636\u8dc3\u661f\u8fb0Tech Fellow\u6bb5\u6960\u7684\u535a\u58eb\u751f\u5bfc\u5e08\u4e5f\u662f\u5468\u660e\uff0c\u4e24\u4eba\u7b97\u662f\u5e08\u51fa\u540c\u95e8\u3002<\/p>\n

\u800c\u90ed\u8fbe\u96c5\u5728\u4e2d\u5c71\u5927\u5b66\u5bf9\u4ed6\u8fdb\u884c\u7684\u91c7\u8bbf\u4e2d\u8868\u793a\uff0c\u81ea\u5df1\u5728\u521a\u5165\u5b66\u7684\u7b2c\u4e09\u5929\uff0c\u5c31\u5b8c\u6210\u4e86\u4e2d\u5927\u535a\u58eb\u6bd5\u4e1a\u7684\u8bba\u6587\u53d1\u8868\u8981\u6c42\u3002<\/p>\n

\u8bfb\u535a\u671f\u95f4\uff0c\u90ed\u8fbe\u96c5\u7684\u5b9e\u4e60\u662f\u5728\u8054\u57f9\u5355\u4f4dMSRA\u5b8c\u6210\u7684\u3002<\/p>\n

\u5176\u95f4\uff0c\u90ed\u8fbe\u96c5\u5b8c\u6210\u4e86CodeBert\u4ee5\u53caGraphCodeBert\u7684\u7814\u7a76\uff0c\u5206\u522b\u53d1\u8868\u5728EMNLP 2020 Findings\u548cICLR 2021\u4e0a\u3002<\/p>\n

CodeBert\u5f00\u53d1\u4e86\u4e00\u4e2a\u53cc\u6a21\u6001\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u9996\u6b21\u5b9e\u73b0\u4e86\u81ea\u7136\u8bed\u8a00\uff08NL\uff09\u548c\u7f16\u7a0b\u8bed\u8a00\uff08PL\uff09\u7684\u53cc\u6a21\u6001\u9884\u8bad\u7ec3\uff0c\u586b\u8865\u4e86\u6b64\u524d\u6ca1\u6709\u6a21\u578b\u80fd\u540c\u65f6\u5904\u7406NL\u548cPL\u6df7\u5408\u8f93\u5165\u7684\u7a7a\u767d\u3002<\/p>\n

\u800cGraphCodeBert\u5219\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u9996\u6b21\u5c06\u4ee3\u7801\u7684\u6570\u636e\u6d41\u7ed3\u6784\u7eb3\u5165\u9884\u8bad\u7ec3\uff0c\u8ba9\u6a21\u578b\u5bf9\u4ee3\u7801\u7684\u7406\u89e3\u66f4\u6df1\u5165\u3002<\/p>\n

\u6bd5\u4e1a\u65f6\uff0c\u90ed\u8fbe\u96c5\u7684\u535a\u58eb\u8bba\u6587\u300a\u57fa\u4e8e\u9884\u8bad\u7ec3\u7684\u7a0b\u5e8f\u7406\u89e3\u4e0e\u751f\u6210\u300b\uff0c\u83b7\u8bc42023\u5e74\u4e2d\u5c71\u5927\u5b66\u4f18\u79c0\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u3002<\/p>\n

\u8fd9\u7bc7\u8bba\u6587\u4e3b\u8981\u4ee5\u7a0b\u5e8f\u7406\u89e3\u4e0e\u751f\u6210\u4e3a\u7814\u7a76\u8bfe\u9898\uff0c\u5e76\u9488\u5bf9\u8be5\u9886\u57df\u73b0\u6709\u7814\u7a76\u5de5\u4f5c\u5728\u6570\u636e\u4e0e\u6a21\u578b\u65b9\u9762\u5b58\u5728\u7684\u95ee\u9898\uff0c\u63d0\u51fa\u4e86\u57fa\u4e8e\u4ee3\u7801\u9884\u8bad\u7ec3\u7684\u65b9\u6cd5\u548c\u6a21\u578b\uff0c\u76ee\u7684\u662f\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u63d0\u9ad8\u8f6f\u4ef6\u5f00\u53d1\u7684\u6548\u7387\u3002<\/p>\n

\u4ece\u4f1a\u8bae\u5230\u535a\u58eb\u8bba\u6587\uff0c\u518d\u5230DeepSeek\u671f\u95f4\u7684\u5de5\u4f5c\uff0c\u90ed\u8fbe\u96c5\u7684\u5de5\u4f5c\u51e0\u4e4e\u662f\u4e00\u76f4\u56f4\u7ed5\u7740Coding\u5c55\u5f00\uff0c\u8fd9\u4e5f\u589e\u52a0\u4e86\u66dd\u6599\u4e2d\u4ed6\u79bb\u804c\u540e\u8d1f\u8d23Coding\u8fd9\u4e00\u8bf4\u6cd5\u7684\u53ef\u4fe1\u5ea6\u3002<\/p>\n

DeepSeek-V3\u53d1\u5e03\u540e\uff0c\u4ed6\u7684\u5bfc\u5e08\u5370\u9274\u6559\u6388\uff0c\u8fd8\u7279\u522b\u5bc4\u8bed\uff0c\u5e0c\u671b\u4ed6\u80fd\u6210\u4e3a\u201c\u4e2d\u5c71\u5927\u5b66\u7684\u96f7\u519b\u201d\u3002<\/p>\n

\u622a\u81f3\u76ee\u524d\uff0c\u90ed\u8fbe\u96c5\u5df2\u5728NeurIPS\u3001ACL\u3001EMNLP\u7b49\u56fd\u9645\u9876\u7ea7AI\u4f1a\u8bae\u53d1\u8868\u8bba\u6587\u5341\u4f59\u7bc7\uff0c\u8c37\u6b4c\u5b66\u672f\u5f15\u7528\u91cf\u8d851300\u6b21\u3002<\/p>\n

\u6b64\u5916\uff0c\u5728\u6570\u636e\u6316\u6398\u7ade\u8d5b\u65b9\u9762\uff0c\u90ed\u8fbe\u96c5\u4e5f\u957f\u671f\u6d3b\u8dc3\u4e8e\u4e00\u7ebf\u8d5b\u573a\uff1a<\/p>\n

2021\u30012022\u5e74\uff0c\u4ed6\u8fde\u7eed\u4e24\u5e74\u62ff\u4e0b\u8682\u8681\u96c6\u56e2\u4e3b\u529e\u7684ATEC\u79d1\u6280\u7cbe\u82f1\u8d5b\u51a0\u519b\uff1b<\/p>\n

2022\u5e74\u5fae\u4fe1\u5927\u6570\u636e\u6311\u6218\u8d5b\uff0c3200\u652f\u961f\u4f0d\u540c\u53f0\u7ade\u6280\uff0c\u4ed6\u5e26\u961f\u593a\u51a0\uff0c\u6210\u529f\u5c0630\u4e07\u5927\u5956\u6536\u5165\u56ca\u4e2d\u3002<\/p>\n

\u800c\u90ed\u8fbe\u96c5\u6700\u5177\u4ee3\u8868\u6027\u7684\u6218\u7ee9\uff0c\u662f\u5728\u817e\u8baf\u5e7f\u544a\u7b97\u6cd5\u5927\u8d5b\u4e2d\u8fde\u7eed\u593a\u51a0\u3002<\/p>\n

\u4f5c\u4e3aDYG\u6218\u961f\u6838\u5fc3\u6210\u5458\uff0c\u4ed6\u57282019\u5e74\u83b7\u5f97\u51a0\u519b\uff0c\u5e76\u4e8e2020\u5e74\u5b9e\u73b0\u536b\u5195\uff0c\u5229\u7528BERT\u7b97\u6cd5\u62ff\u4e0b50\u4e07\u5143\u5927\u5956\uff1b2021\u5e74\u53c8\u6210\u529f\u593a\u51a0\u3002<\/p>\n

\u4e5f\u7b97\u662f\u817e\u8baf\u5e7f\u544a\u7b97\u6cd5\u5927\u8d5b\u540d\u4eba\u5802\u9009\u624b\u4e86\u3002<\/p>\n

\u6709\u610f\u601d\u7684\u662f\uff0c\u5b66\u672f\u548c\u7ade\u8d5b\u5168\u9762\u5f00\u82b1\u7684\u90ed\u8fbe\u96c5\uff0c\u8fd8\u6709\u4e0d\u592a\u201c\u79d1\u7814\u201d\u7684\u4e00\u9762\u2014\u2014\u4e0a\u7efc\u827a\u3002<\/p>\n

\u5728\u4ee5\u7a0b\u5e8f\u5458\u4e3a\u4e3b\u9898\u7684\u7efc\u827a\u771f\u4eba\u79c0\u300a\u71c3\u70e7\u5427\uff01\u5929\u624d\u7a0b\u5e8f\u5458\u300b\u4e2d\uff0c\u90ed\u8fbe\u96c5\u548c\u53e6\u591615\u540d\u9009\u624b\u4e00\u8d77\u5c55\u5f00\u4e8660\u5c0f\u65f6\u7684\u4ee3\u7801\u6781\u9650\u6311\u6218\u3002<\/p>\n

\u8282\u76ee\u7ec4\u628a\u9009\u624b\u5206\u6210\u4e86S\u3001SS\u3001SSS\u4e09\u4e2a\u7ea7\u522b\uff0cSSS\u7ea7\u7684\u201c\u5de8\u4f6c\u201d\u53ea\u67092\u540d\uff0c\u90ed\u8fbe\u96c5\u5c31\u662f\u5176\u4e2d\u4e4b\u4e00\u3002<\/p>\n

\u90ed\u8fbe\u96c5\u4e00\u51fa\u573a\u4fbf\u5f15\u4eba\u77a9\u76ee\uff0c\u201c\u5de8\u4f6c\u6765\u4e86\u201d\u201c\u795e\u4e00\u6837\u7684\u5b58\u5728\u201d\u3002<\/p>\n

\u4e0d\u4ec5\u5f3a\uff0c\u800c\u4e14\u5934\u53d1\u8fd8\u633a\u8302\u5bc6\u3002<\/p>\n

\u4f46\u73b0\u5728\uff0c\u79e6\u5931\u5176\u9e7f\uff0c\u5929\u4e0b\u5171\u9010\u4e4b\u2026<\/p>\n

\u8c01\u53c8\u80fd\u5f97\u5230\u90ed\u8fbe\u96c5\u5462\uff1f<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1rzu7rc\/deepseek_core_researcher_daya_guo_rumored_to_have\/[2]https:\/\/guoday.github.io\/[3]https:\/\/mp.weixin.qq.com\/s\/bYztba9PwPHePhwufd4L7Q[4]https:\/\/sai.sysu.edu.cn\/node\/545<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

\u90ed\u8fbe\u96c5\u5c06\u82b1\u843d\u8c01\u5bb6\uff1f<\/p>\n

DeepSeek\uff0c\u53c8\u6709\u6838\u5fc3\u5de5\u7a0b\u5e08\u6d41\u5165\u6c5f\u6e56\u2014\u2014<\/p>\n

\u90ed\u8fbe\u96c5\uff0cV2\u3001V3\u3001R1\u7b49\u4e00\u7cfb\u5217\u6a21\u578b\u7684\u6838\u5fc3\u4f5c\u8005\uff0c\u88ab\u66dd\u79bb\u804c\u3002<\/p>\n

\u8fd9\u4f4d\u88ab\u5bfc\u5e08\u5bc4\u4e88\u539a\u671b\u6210\u4e3a\u201c\u4e2d\u5c71\u5927\u5b66\u96f7\u519b\u201d\u7684\u6280\u672f\u5929\u624d\uff0c\u5728\u5b66\u672f\u4e0e\u7ade\u8d5b\u9886\u57df\u6709\u7740\u8fd1\u4e4e\u4f20\u5947\u7684\u5c65\u5386\u3002<\/p>\n

\u4ed6\u81ea\u8ff0\u5728\u5165\u5b66\u535a\u58eb\u540e\u7684\u7b2c\u4e09\u5929\u4fbf\u5b8c\u6210\u4e86\u6bd5\u4e1a\u6240\u9700\u7684\u8bba\u6587\u53d1\u8868\u8981\u6c42\uff0c\u5c55\u73b0\u51fa\u60ca\u4eba\u7684\u79d1\u7814\u6548\u7387\u3002<\/p>\n

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