{"id":1238,"date":"2026-01-26T15:00:08","date_gmt":"2026-01-26T07:00:08","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/01\/26\/deepseek-v3%e5%9f%ba%e4%ba%8e%e6%88%91%e4%bb%ac%e7%9a%84%e6%9e%b6%e6%9e%84%e6%89%93%e9%80%a0%ef%bc%8c%e6%ac%a7%e7%89%88openai-ceo%e9%80%86%e5%a4%a9%e5%8f%91%e8%a8%80%e8%a2%ab\/"},"modified":"2026-01-26T15:00:08","modified_gmt":"2026-01-26T07:00:08","slug":"deepseek-v3%e5%9f%ba%e4%ba%8e%e6%88%91%e4%bb%ac%e7%9a%84%e6%9e%b6%e6%9e%84%e6%89%93%e9%80%a0%ef%bc%8c%e6%ac%a7%e7%89%88openai-ceo%e9%80%86%e5%a4%a9%e5%8f%91%e8%a8%80%e8%a2%ab","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/01\/26\/deepseek-v3%e5%9f%ba%e4%ba%8e%e6%88%91%e4%bb%ac%e7%9a%84%e6%9e%b6%e6%9e%84%e6%89%93%e9%80%a0%ef%bc%8c%e6%ac%a7%e7%89%88openai-ceo%e9%80%86%e5%a4%a9%e5%8f%91%e8%a8%80%e8%a2%ab\/","title":{"rendered":"\u201cDeepSeek-V3\u57fa\u4e8e\u6211\u4eec\u7684\u67b6\u6784\u6253\u9020\u201d\uff0c\u6b27\u7248OpenAI CEO\u9006\u5929\u53d1\u8a00\u88ab\u55b7\u4e86"},"content":{"rendered":"
\"\u201cDeepSeek-V3\u57fa\u4e8e\u6211\u4eec\u7684\u67b6\u6784\u6253\u9020\u201d\uff0c\u6b27\u7248OpenAI<\/div><\/figure>\n
\"\u201cDeepSeek-V3\u57fa\u4e8e\u6211\u4eec\u7684\u67b6\u6784\u6253\u9020\u201d\uff0c\u6b27\u7248OpenAI<\/div><\/figure>\n
\"\u201cDeepSeek-V3\u57fa\u4e8e\u6211\u4eec\u7684\u67b6\u6784\u6253\u9020\u201d\uff0c\u6b27\u7248OpenAI<\/div><\/figure>\n
\"\u201cDeepSeek-V3\u57fa\u4e8e\u6211\u4eec\u7684\u67b6\u6784\u6253\u9020\u201d\uff0c\u6b27\u7248OpenAI<\/div><\/figure>\n

\u9c7c\u7f8a \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

\u201cDeepSeek-V3\u662f\u5728Mistral\u63d0\u51fa\u7684\u67b6\u6784\u4e0a\u6784\u5efa\u7684\u3002\u201d<\/p>\n

\u6b27\u6d32\u7248OpenAI CEO\u6b64\u8a00\u4e00\u51fa\uff0c\u70b8\u4e86\u9505\u4e86\u3002<\/p>\n

\u7f51\u53cb\u4eec\u7684\u53cd\u5e94be like\uff1a<\/p>\n

\u8fd9\u8fd8\u662f\u6e29\u548c\u6d3e\uff0c\u8fd8\u6709\u66f4\u76f4\u63a5\u7684\u5410\u69fd\uff1aMistral\u5728\u80e1\u8bf4\u516b\u9053\u4e9b\u4ec0\u4e48\u2026\u2026<\/p>\n

\u8fd8\u6ca1\u5403\u4e0a\u74dc\u7684\u5bb6\u4eba\u4eec\u522b\u7740\u6025\uff0c\u54b1\u4eec\u4ece\u5934\u634b\u4e00\u634b\u8fd9\u4e8b\u513f\uff1a<\/p>\n

\u5728\u6700\u8fd1\u4e00\u6b21\u8bbf\u8c08\u4e2d\uff0c\u5f53\u88ab\u95ee\u5230\u5982\u4f55\u770b\u5f85\u4e2d\u56fd\u5f00\u6e90AI\u7684\u5f3a\u52bf\u53d1\u5c55\u65f6\uff0cMistral\u8054\u5408\u521b\u59cb\u4eba\u3001CEO Arthur Mensch\u8fd9\u6837\u56de\u5e94\uff1a<\/p>\n

\u4e2d\u56fd\u5728AI\u9886\u57df\u5b9e\u529b\u5f3a\u52b2\u3002\u6211\u4eec\u662f\u6700\u65e9\u53d1\u5e03\u5f00\u6e90\u6a21\u578b\u7684\u516c\u53f8\u4e4b\u4e00\uff0c\u800c\u4ed6\u4eec\u53d1\u73b0\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u7b56\u7565\u3002<\/p>\n

\u5f00\u6e90\u4e0d\u662f\u771f\u6b63\u7684\u7ade\u4e89\uff0c\u5927\u5bb6\u5728\u5f7c\u6b64\u7684\u57fa\u7840\u4e0a\u4e0d\u65ad\u8fdb\u6b65\u3002<\/p>\n

\u6bd4\u5982\u6211\u4eec\u57282024\u5e74\u521d\u53d1\u5e03\u4e86\u9996\u4e2a\u7a00\u758f\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff08MoE\uff09\uff0cDeepSeek-V3\u4ee5\u53ca\u4e4b\u540e\u7684\u7248\u672c\u90fd\u662f\u5728\u6b64\u57fa\u7840\u4e0a\u6784\u5efa\u7684\u3002\u5b83\u4eec\u91c7\u7528\u7684\u662f\u76f8\u540c\u7684\u67b6\u6784\uff0c\u800c\u6211\u4eec\u628a\u91cd\u5efa\u8fd9\u79cd\u67b6\u6784\u6240\u9700\u7684\u4e00\u5207\u90fd\u516c\u5f00\u4e86\u3002<\/p>\n

Arthur Mensch\u5f88\u81ea\u4fe1\uff0c\u4f46\u7f51\u53cb\u4eec\u542c\u5b8c\u8868\u793a\uff1a\u6865\u8c46\u9ebb\u888b\uff0c\u8fd9\u4e0d\u5bf9\u52b2\u3002<\/p>\n

\u4e14\u4e0d\u8bf4DeepSeek MoE\u8bba\u6587\u7684\u53d1\u5e03\u65f6\u95f4\u548cArthur Mensch\u63d0\u5230\u7684Mixtral\u8bba\u6587\u76f8\u5dee\u4ec53\u5929\uff1a<\/p>\n

\u8ba4\u771f\u7ec6\u6252\u8d77\u6765\uff0c\u4e24\u79cd\u67b6\u6784\u5b9e\u9645\u4e0a\u601d\u8def\u4e5f\u5e76\u4e0d\u76f8\u540c\u3002<\/p>\n

\u5e76\u4e14\u6b64\u524d\uff0cMistral 3 Large\u8fd8\u66fe\u88ab\u6252\u51fa\u57fa\u672c\u4e0a\u7167\u642c\u4e86DeepSeek-V3\u91c7\u7528\u7684\u67b6\u6784\u2026\u2026<\/p>\n

\u25b3\u56fe\u6e90\uff1a@Sebastian Raschka<\/p>\n

\u752d\u7ba1\u600e\u4e48\u8bf4\uff0cMistral\u8fd9\u53d1\u8a00\u4e00\u51fa\u6765\uff0c\u4e25\u8c28\u7684\u7f51\u53cb\u4eec\u7b2c\u4e00\u53cd\u5e94\u8fd8\u662f\u7cbe\u51c6\u8bba\u8bc1\u3002<\/p>\n

\u4e24\u7bc7\u8bba\u6587\u90fd\u5728arXiv\u4e0a\u7acb\u7b49\u53ef\u770b\uff0c\u90a3\u4e48\u5c31\u662f\u4e00\u624b\u76f4\u63a5\u5f00\u6252\u3002<\/p>\n

Arthur Mensch\u8bf4\u7684\u6ca1\u9519\u7684\u4e00\u70b9\u662f\uff0c\u8fd9\u4e24\u7bc7\u53d1\u8868\u65f6\u95f4\u76f8\u5dee3\u5929\u7684\u8bba\u6587\uff0c\u7814\u7a76\u7684\u90fd\u662f\u7a00\u758f\u6df7\u5408\u4e13\u5bb6\u7cfb\u7edf\uff08SMoE\uff09\uff0c\u76ee\u7684\u90fd\u662f\u901a\u8fc7\u7a00\u758f\u6fc0\u6d3b\u6765\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u5e76\u63d0\u5347\u6a21\u578b\u80fd\u529b\u3002<\/p>\n

\u4f46\u4e24\u8005\u5728\u51fa\u53d1\u70b9\u4e0a\u5c31\u6709\u6240\u4e0d\u540c\u2014\u2014<\/p>\n

Mixtral\u504f\u5411\u4e8e\u5de5\u7a0b\u601d\u7ef4\uff0c\u91cd\u70b9\u653e\u5728\u8bc1\u660e\u5f3a\u5927\u7684\u57fa\u7840\u6a21\u578b+\u6210\u719f\u7684MoE\u6280\u672f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u8d85\u8d8a\u66f4\u5927\u7a20\u5bc6\u6a21\u578b\u7684\u6548\u679c\u3002<\/p>\n

\u800cDeepSeek\u7684\u6838\u5fc3\u5728\u4e8e\u7b97\u6cd5\u521b\u65b0\u3002\u8bba\u6587\u8bd5\u56fe\u89e3\u51b3\u4f20\u7edfMoE\u4e2d\u4e13\u5bb6\u201c\u5b66\u5f97\u592a\u6742\u201d\u548c\u201c\u91cd\u590d\u5b66\u4e60\u201d\u7684\u95ee\u9898\uff0c\u672c\u8d28\u4e0a\u662f\u5bf9MoE\u67b6\u6784\u7684\u91cd\u65b0\u8bbe\u8ba1\u3002<\/p>\n

\u6570\u5b66\u516c\u5f0f\u53ef\u4ee5\u66f4\u76f4\u89c2\u5730\u53cd\u6620\u533a\u522b\u3002<\/p>\n

Mixtral\uff1a<\/p>\n

DeepSeek\uff1a<\/p>\n

\u4e24\u8005\u7684\u91c7\u7528\u4e86GShard\u98ce\u683c\u7684Top-K router\u3002\u4f46DeepSeek\u6539\u53d8\u4e86\u4f20\u7edfMoE\u67b6\u6784\u4e2d\u7684\u95e8\u63a7\u673a\u5236\u548c\u4e13\u5bb6\u7ed3\u6784\u3002<\/p>\n

\u5728\u4e13\u5bb6\u7c92\u5ea6\u548c\u6570\u91cf\u65b9\u9762\uff0cMixtral\u6cbf\u7528\u4e86\u6807\u51c6\u7684MoE\u8bbe\u8ba1\uff0c\u6bcf\u4e2a\u4e13\u5bb6\u90fd\u662f\u4e00\u4e2a\u5b8c\u6574\u7684FFN\u5757\u3002<\/p>\n

DeepSeek\u5219\u63d0\u51fa\u4e86\u7ec6\u7c92\u5ea6\u4e13\u5bb6\u5206\u5272\uff0c\u5728\u4fdd\u6301\u603b\u53c2\u6570\u91cf\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\uff0c\u5c06\u5927\u4e13\u5bb6\u5207\u5206\u6210\u4e86\u8bb8\u591a\u4e2a\u5c0f\u4e13\u5bb6\u3002\u901a\u8fc7\u66f4\u7ec6\u7684\u5207\u5206\uff0c\u4e0d\u540c\u7684\u4e13\u5bb6\u53ef\u4ee5\u66f4\u7075\u6d3b\u5730\u7ec4\u5408\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u77e5\u8bc6\u4e60\u5f97\u3002<\/p>\n

\u5728\u8def\u7531\u673a\u5236\u4e0a\uff0cMixtral\u4e2d\u6240\u6709\u4e13\u5bb6\u5730\u4f4d\u5e73\u7b49\uff0c\u8def\u7531\u7f51\u7edc\u6839\u636e\u8f93\u5165\u52a8\u6001\u9009\u62e9\u4e13\u5bb6\u3002<\/p>\n

DeepSeek\u5f15\u5165\u4e86\u5171\u4eab\u4e13\u5bb6\uff0c\u5171\u4eab\u4e13\u5bb6\u4e0d\u53c2\u4e0e\u8def\u7531\uff0c\u603b\u662f\u88ab\u6fc0\u6d3b\uff0c\u800c\u8def\u7531\u4e13\u5bb6\u53c2\u4e0eTop-K\u7ade\u4e89\u3002<\/p>\n

\u8fd9\u5c31\u4f7f\u5f97Mixtral\u7684\u77e5\u8bc6\u5206\u5e03\u662f\u6241\u5e73\u7684\uff0c\u901a\u7528\u77e5\u8bc6\u548c\u7279\u5b9a\u77e5\u8bc6\u6df7\u6742\u5728\u540c\u4e00\u4e2a\u4e13\u5bb6\u5185\uff1b\u800cDeepSeek\u7684\u77e5\u8bc6\u5206\u5e03\u662f\u89e3\u8026\u7684\uff0c\u5171\u4eab\u4e13\u5bb6\u8d1f\u8d23\u901a\u7528\u77e5\u8bc6\uff0c\u8def\u7531\u4e13\u5bb6\u8d1f\u8d23\u7279\u5b9a\u77e5\u8bc6\u3002<\/p>\n

\u53e6\u5916\uff0c\u6709\u7f51\u53cb\u63d0\u5230\uff0cMixtral of Experts\u8fd9\u7bc7\u8bba\u6587\u5b9e\u9645\u4e0a\u5b8c\u5168\u6ca1\u8bb2\u8bad\u7ec3\u7ec6\u8282\uff0c\u53ea\u662f\u63d0\u5230\u201c\u6211\u4eec\u91c7\u7528\u4e86Google GShard\u67b6\u6784\uff0c\u91c7\u7528\u4e86\u66f4\u7b80\u5355\u7684\u8def\u7531\uff0c\u5e76\u4e14\u6bcf\u4e00\u5c42\u90fd\u4f7f\u7528\u4e86MoE\u201d\uff0c\u81f3\u4e8e\u6570\u636e\u3001\u8d85\u53c2\u6570\u3001\u8bad\u7ec3token\u3001\u6d88\u878d\u5b9e\u9a8c\u2026\u2026\u4e00\u6982\u6ca1\u63d0\u3002<\/p>\n

\u56e0\u5d14\u65af\u6c40\u7684\u4e00\u70b9\u662f\uff0c\u5012\u662f2025\u5e7412\u6708\u53d1\u5e03\u7684Mistral 3 Large\uff0c\u88ab\u53d1\u73b0\u76f4\u63a5\u6cbf\u7528\u4e86DeepSeek-V3\u7684\u67b6\u6784\u3002<\/p>\n

\u5012\u4e0d\u662f\u8bf4Mistral\u5bf9MoE\u7684\u63a8\u5e7f\u6ca1\u6709\u8d21\u732e\uff0c\u4f46\u8bda\u5982\u7f51\u53cb\u6240\u8a00\uff0c\u4e0d\u53ef\u5426\u8ba4\u7684\u662f\uff0cDeepSeek\u6700\u7ec8\u5728\u7a00\u758fMoE\u3001MLA\u7b49\u6280\u672f\u4e0a\u83b7\u5f97\u4e86\u66f4\u5927\u7684\u5f71\u54cd\u529b\u3002<\/p>\n

\u4e8e\u662fArthur Mensch\u5c31\u663e\u5f97\u6709\u70b9\u201c\u9006\u5929\u201d\u4e86\uff1a<\/p>\n

Mistral\u88ab\u53d1\u73b0\u7528\u4e86DeepSeek\u7684\u67b6\u6784\u3002\u73b0\u5728\u4ed6\u4eec\u8bd5\u56fe\u901a\u8fc7\u5c81\u6708\u53f2\u4e66\u6765\u633d\u56de\u9762\u5b50\u3002<\/p>\n

\u8fd8\u6709\u7f51\u53cb\u5410\u69fd\u5c60\u9f99\u8005\u7ec8\u6210\u6076\u9f99\uff0c\u73b0\u5728\u7684Mistral\uff0c\u5df2\u7ecf\u4e0d\u662f\u66fe\u7ecf\u60ca\u8273\u5927\u6a21\u578b\u5f00\u6e90\u5708\u7684\u90a3\u4e2aMistral\u4e86\u3002<\/p>\n

Anyway\uff0c\u5634\u70ae\u65e0\u7528\uff0c\u63a5\u4e0b\u6765\uff0c\u56f4\u7ed5\u57fa\u7840\u6a21\u578b\u7684\u7ade\u9010\uff0c\u5df2\u7ecf\u9884\u544a\u4e86\u7cbe\u5f69\u7ee7\u7eed\u3002<\/p>\n

DeepSeek\u5c31\u88ab\u66dd\u5df2\u7ecf\u7784\u51c6\u4e86\u6625\u8282\u6863\u2026\u2026<\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1aMixtral\uff1ahttps:\/\/arxiv.org\/abs\/2401.04088DeepSeek\uff1ahttps:\/\/arxiv.org\/abs\/2401.06066<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/x.com\/eliebakouch\/status\/2014575628675092845[2]https:\/\/x.com\/gm8xx8\/status\/2014676490797842907<\/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":"

\u9c7c\u7f8a \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

\u201cDeepSeek-V3\u662f\u5728Mistral\u63d0\u51fa\u7684\u67b6\u6784\u4e0a\u6784\u5efa\u7684\u3002\u201d<\/p>\n

\u6b27\u6d32\u7248OpenAI CEO\u6b64\u8a00\u4e00\u51fa\uff0c\u70b8\u4e86\u9505\u4e86\u3002<\/p>\n

\u7f51\u53cb\u4eec\u7684\u53cd\u5e94be like\uff1a<\/p>\n

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