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\u8fd9\u662f\u4e00\u6b21\u5c24\u4e3a\u96be\u5f97\u7684\u8bbf\u8c08\u3002<\/strong>\u8bbf\u8c08\u91cc\uff0c\u8fd9\u4f4d\u6280\u672f\u7406\u60f3\u4e3b\u4e49\u8005\uff0c\u63d0\u4f9b\u4e86\u76ee\u524d\u4e2d\u56fd\u79d1\u6280\u754c\u7279\u522b\u7a00\u7f3a\u7684\u4e00\u79cd\u58f0\u97f3\uff1a\u4ed6\u662f\u5c11\u6709\u7684\u628a\u201c\u662f\u975e\u89c2\u201d\u7f6e\u4e8e\u201c\u5229\u5bb3\u89c2\u201d\u4e4b\u524d\uff0c\u5e76\u63d0\u9192\u6211\u4eec\u770b\u5230\u65f6\u4ee3\u60ef\u6027\uff0c\u628a\u201c\u539f\u521b\u5f0f\u521b\u65b0\u201d\u63d0\u4e0a\u65e5\u7a0b\u7684\u4eba\u3002<\/p>\n\n\n\n

\u4e00\u5e74\u524d\uff0cDeepSeek\u521a\u4e0b\u573a\u65f6\uff0c\u6211\u4eec\u521d\u6b21\u8bbf\u8c08\u4e86\u6881\u6587\u950b \uff1a\u300a\u75af\u72c2\u7684\u5e7b\u65b9\uff1a\u4e00\u5bb6\u9690\u5f62AI\u5de8\u5934\u7684\u5927\u6a21\u578b\u4e4b\u8def\u300b \u3002\u5982\u679c\u8bf4\u5f53\u65f6\u90a3\u53e5\u300c\u52a1\u5fc5\u8981\u75af\u72c2\u5730\u6000\u62b1\u96c4\u5fc3\uff0c\u4e14\u8fd8\u8981\u75af\u72c2\u5730\u771f\u8bda<\/strong>\u300d\u8fd8\u662f\u4e00\u53e5\u7f8e\u4e3d\u7684\u53e3\u53f7\uff0c\u4e00\u5e74\u8fc7\u53bb\uff0c\u5b83\u5df2\u7ecf\u5728\u6210\u4e3a\u4e00\u79cd\u884c\u52a8\u3002<\/p>\n\n\n\n

\u4ee5\u4e0b\u4e3a\u5bf9\u8bdd\u90e8\u5206<\/p>\n\n\n\n

Part1. \u4ef7\u683c\u6218\u7b2c\u4e00\u67aa\u662f\u600e\u4e48\u6253\u54cd\u7684\uff1f<\/h4>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1aDeepSeek V2\u6a21\u578b\u53d1\u5e03\u540e\uff0c\u8fc5\u901f\u5f15\u53d1\u4e00\u573a\u8840\u96e8\u8165\u98ce\u7684\u5927\u6a21\u578b\u4ef7\u683c\u6218\uff0c\u6709\u4eba\u8bf4\u4f60\u4eec\u662f\u884c\u4e1a\u7684\u4e00\u6761\u9cb6\u9c7c\u3002
\u6881\u6587\u950b\uff1a\u6211\u4eec\u4e0d\u662f\u6709\u610f\u6210\u4e3a\u4e00\u6761\u9cb6\u9c7c\uff0c\u53ea\u662f\u4e0d\u5c0f\u5fc3\u6210\u4e86\u4e00\u6761\u9cb6\u9c7c\u3002<\/p>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1a\u8fd9\u4e2a\u7ed3\u679c\u8ba9\u4f60\u4eec\u610f\u5916\u5417\uff1f
\u6881\u6587\u950b\uff1a\u975e\u5e38\u610f\u5916\u3002\u6ca1\u60f3\u5230\u4ef7\u683c\u8ba9\u5927\u5bb6\u8fd9\u4e48\u654f\u611f\u3002\u6211\u4eec\u53ea\u662f\u6309\u7167\u81ea\u5df1\u7684\u6b65\u8c03\u6765\u505a\u4e8b\uff0c\u7136\u540e\u6838\u7b97\u6210\u672c\u5b9a\u4ef7\u3002\u6211\u4eec\u7684\u539f\u5219\u662f\u4e0d\u8d34\u94b1\uff0c\u4e5f\u4e0d\u8d5a\u53d6\u66b4\u5229\u3002\u8fd9\u4e2a\u4ef7\u683c\u4e5f\u662f\u5728\u6210\u672c\u4e4b\u4e0a\u7a0d\u5fae\u6709\u70b9\u5229\u6da6\u3002<\/strong><\/p>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1a5\u5929\u540e\u667a\u8c31AI\u5c31\u8ddf\u8fdb\u4e86\uff0c\u4e4b\u540e\u662f\u5b57\u8282\u3001\u963f\u91cc\u3001\u767e\u5ea6\u3001\u817e\u8baf\u7b49\u5927\u5382\u3002
\u6881\u6587\u950b\uff1a\u667a\u8c31AI\u964d\u7684\u662f\u4e00\u4e2a\u5165\u95e8\u7ea7\u4ea7\u54c1\uff0c\u548c\u6211\u4eec\u540c\u7ea7\u522b\u7684\u6a21\u578b\u4ecd\u7136\u6536\u8d39\u5f88\u8d35\u3002\u5b57\u8282\u662f\u771f\u6b63\u7b2c\u4e00\u4e2a\u8ddf\u8fdb\u7684\u3002\u65d7\u8230\u6a21\u578b\u964d\u5230\u548c\u6211\u4eec\u4e00\u6837\u7684\u4ef7\u683c\uff0c\u7136\u540e\u89e6\u53d1\u4e86\u5176\u5b83\u5927\u5382\u7eb7\u7eb7\u964d\u4ef7\u3002\u56e0\u4e3a\u5927\u5382\u7684\u6a21\u578b\u6210\u672c\u6bd4\u6211\u4eec\u9ad8\u5f88\u591a\uff0c\u6240\u4ee5\u6211\u4eec\u6ca1\u60f3\u5230\u4f1a\u6709\u4eba\u4e8f\u94b1\u505a\u8fd9\u4ef6\u4e8b\uff0c\u6700\u540e\u5c31\u53d8\u6210\u4e86\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u70e7\u94b1\u8865\u8d34\u7684\u903b\u8f91\u3002<\/p>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1a\u5916\u90e8\u770b\u6765\uff0c\u964d\u4ef7\u5f88\u50cf\u5728\u62a2\u7528\u6237\uff0c\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u4ef7\u683c\u6218\u901a\u5e38\u5982\u6b64\u3002
\u6881\u6587\u950b\uff1a\u62a2\u7528\u6237\u5e76\u4e0d\u662f\u6211\u4eec\u7684\u4e3b\u8981\u76ee\u7684\u3002<\/strong>\u6211\u4eec\u964d\u4ef7\u4e00\u65b9\u9762\u662f\u56e0\u4e3a\u6211\u4eec\u5728\u63a2\u7d22\u4e0b\u4e00\u4ee3\u6a21\u578b\u7684\u7ed3\u6784\u4e2d\uff0c\u6210\u672c\u5148\u964d\u4e0b\u6765\u4e86\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u89c9\u5f97\u65e0\u8bbaAPI,\u8fd8\u662fAI,\u90fd\u5e94\u8be5\u662f\u666e\u60e0\u7684\u3001\u4eba\u4eba\u53ef\u4ee5\u7528\u5f97\u8d77\u7684\u4e1c\u897f\u3002<\/strong><\/p>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1a\u5728\u8fd9\u4e4b\u524d\uff0c\u5927\u90e8\u5206\u4e2d\u56fd\u516c\u53f8\u90fd\u4f1a\u76f4\u63a5copy\u8fd9\u4e00\u4ee3\u7684 Llama\u7ed3\u6784\u53bb\u505a\u5e94\u7528\uff0c\u4e3a\u4ec0\u4e48\u4f60\u4eec\u4f1a\u4ece\u6a21\u578b\u7ed3\u6784\u5207\u5165\uff1f
\u6881\u6587\u950b\uff1a\u5982\u679c\u76ee\u6807\u662f\u505a\u5e94\u7528\uff0c\u90a3\u6cbf\u7528 Llama\u7ed3\u6784\uff0c\u77ed\u5e73\u5feb\u4e0a\u4ea7\u54c1\u4e5f\u662f\u5408\u7406\u9009\u62e9\u3002\u4f46\u6211\u4eec\u76ee\u7684\u5730\u662fAGI\uff0c\u8fd9\u610f\u5473\u7740\u6211\u4eec\u9700\u8981\u7814\u7a76\u65b0\u7684\u6a21\u578b\u7ed3\u6784\uff0c\u5728\u6709\u9650\u8d44\u6e90\u4e0b\uff0c\u5b9e\u73b0\u66f4\u5f3a\u7684\u6a21\u578b\u80fd\u529b\u3002\u8fd9\u662fscale up\u5230\u66f4\u5927\u6a21\u578b\u6240\u9700\u8981\u505a\u7684\u57fa\u7840\u7814\u7a76\u4e4b\u4e00\u3002<\/strong>\u9664\u4e86\u6a21\u578b\u7ed3\u6784\uff0c\u6211\u4eec\u8fd8\u505a\u4e86\u5927\u91cf\u5176\u4ed6\u7684\u7814\u7a76\uff0c\u5305\u62ec\u600e\u4e48\u6784\u9020\u6570\u636e\uff0c\u5982\u4f55\u8ba9\u6a21\u578b\u66f4\u50cf\u4eba\u7c7b\u7b49\uff0c\u8fd9\u90fd\u4f53\u73b0\u5728\u6211\u4eec\u53d1\u5e03\u7684\u6a21\u578b\u91cc\u3002\u53e6\u5916\uff0cLlama\u7684\u7ed3\u6784\uff0c\u5728\u8bad\u7ec3\u6548\u7387\u548c\u63a8\u7406\u6210\u672c\u4e0a\uff0c\u548c\u56fd\u5916\u5148\u8fdb\u6c34\u5e73\u4f30\u8ba1\u4e5f\u5df2\u6709\u4e24\u4ee3\u5dee\u8ddd\u3002<\/strong><\/p>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1a\u8fd9\u79cd\u4ee3\u5dee\u4e3b\u8981\u6765\u81ea\u54ea\u91cc\uff1f
\u6881\u6587\u950b\uff1a\u9996\u5148\u8bad\u7ec3\u6548\u7387\u6709\u5dee\u8ddd\u3002\u6211\u4eec\u4f30\u8ba1\uff0c\u56fd\u5185\u6700\u597d\u7684\u6c34\u5e73\u548c\u56fd\u5916\u6700\u597d\u7684\u76f8\u6bd4\uff0c\u6a21\u578b\u7ed3\u6784\u548c\u8bad\u7ec3\u52a8\u529b\u5b66\u4e0a\u53ef\u80fd\u6709\u4e00\u500d\u7684\u5dee\u8ddd\uff0c\u5149\u8fd9\u4e00\u70b9\u6211\u4eec\u8981\u6d88\u8017\u4e24\u500d\u7684\u7b97\u529b\u624d\u80fd\u8fbe\u5230\u540c\u6837\u6548\u679c\u3002\u53e6\u5916\u6570\u636e\u6548\u7387\u4e0a\u53ef\u80fd\u4e5f\u6709\u4e00\u500d\u5dee\u8ddd\uff0c\u4e5f\u5c31\u662f\u6211\u4eec\u8981\u6d88\u8017\u4e24\u500d\u7684\u8bad\u7ec3\u6570\u636e\u548c\u7b97\u529b\uff0c\u624d\u80fd\u8fbe\u5230\u540c\u6837\u7684\u6548\u679c\u3002\u5408\u8d77\u6765\u5c31\u8981\u591a\u6d88\u80174\u500d\u7b97\u529b\u3002\u6211\u4eec\u8981\u505a\u7684\uff0c\u6b63\u662f\u4e0d\u505c\u5730\u53bb\u7f29\u5c0f\u8fd9\u4e9b\u5dee\u8ddd\u3002<\/p>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1a\u5927\u90e8\u5206\u4e2d\u56fd\u516c\u53f8\u90fd\u9009\u62e9\u65e2\u8981\u6a21\u578b\u53c8\u8981\u5e94\u7528\uff0c\u4e3a\u4ec0\u4e48DeepSeek\u76ee\u524d\u9009\u62e9\u53ea\u505a\u7814\u7a76\u63a2\u7d22\uff1f
\u6881\u6587\u950b\uff1a\u56e0\u4e3a\u6211\u4eec\u89c9\u5f97\u73b0\u5728\u6700\u91cd\u8981\u7684\u662f\u53c2\u4e0e\u5230\u5168\u7403\u521b\u65b0\u7684\u6d6a\u6f6e\u91cc\u53bb\u3002<\/strong>\u8fc7\u53bb\u5f88\u591a\u5e74\uff0c\u4e2d\u56fd\u516c\u53f8\u4e60\u60ef\u4e86\u522b\u4eba\u505a\u6280\u672f\u521b\u65b0\uff0c\u6211\u4eec\u62ff\u8fc7\u6765\u505a\u5e94\u7528\u53d8\u73b0\uff0c\u4f46\u8fd9\u5e76\u975e\u662f\u4e00\u79cd\u7406\u6240\u5f53\u7136\u3002\u8fd9\u4e00\u6ce2\u6d6a\u6f6e\u91cc\uff0c\u6211\u4eec\u7684\u51fa\u53d1\u70b9\uff0c\u5c31\u4e0d\u662f\u8d81\u673a\u8d5a\u4e00\u7b14\uff0c\u800c\u662f\u8d70\u5230\u6280\u672f\u7684\u524d\u6cbf\uff0c\u53bb\u63a8\u52a8\u6574\u4e2a\u751f\u6001\u53d1\u5c55\u3002<\/strong><\/p>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1a\u4e92\u8054\u7f51\u548c\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u7559\u7ed9\u5927\u90e8\u5206\u4eba\u7684\u60ef\u6027\u8ba4\u77e5\u662f\uff0c\u7f8e\u56fd\u64c5\u957f\u641e\u6280\u672f\u521b\u65b0\uff0c\u4e2d\u56fd\u66f4\u64c5\u957f\u505a\u5e94\u7528\u3002
\u6881\u6587\u950b\uff1a\u6211\u4eec\u8ba4\u4e3a\u968f\u7740\u7ecf\u6d4e\u53d1\u5c55\uff0c\u4e2d\u56fd\u4e5f\u8981\u9010\u6b65\u6210\u4e3a\u8d21\u732e\u8005\uff0c\u800c\u4e0d\u662f\u4e00\u76f4\u642d\u4fbf\u8f66\u3002<\/strong>\u8fc7\u53bb\u4e09\u5341\u591a\u5e74IT\u6d6a\u6f6e\u91cc\uff0c\u6211\u4eec\u57fa\u672c\u6ca1\u6709\u53c2\u4e0e\u5230\u771f\u6b63\u7684\u6280\u672f\u521b\u65b0\u91cc\u3002\u6211\u4eec\u5df2\u7ecf\u4e60\u60ef\u6469\u5c14\u5b9a\u5f8b\u4ece\u5929\u800c\u964d\uff0c\u8eba\u5728\u5bb6\u91cc18\u4e2a\u6708\u5c31\u4f1a\u51fa\u6765\u66f4\u597d\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u3002Scaling Law\u4e5f\u5728\u88ab\u5982\u6b64\u5bf9\u5f85\u3002\u4f46\u5176\u5b9e\uff0c\u8fd9\u662f\u897f\u65b9\u4e3b\u5bfc\u7684\u6280\u672f\u793e\u533a\u4e00\u4ee3\u4ee3\u5b5c\u5b5c\u4e0d\u5026\u521b\u9020\u51fa\u6765\u7684\uff0c\u53ea\u56e0\u4e3a\u4e4b\u524d\u6211\u4eec\u6ca1\u6709\u53c2\u4e0e\u8fd9\u4e2a\u8fc7\u7a0b\uff0c\u4ee5\u81f3\u4e8e\u5ffd\u89c6\u4e86\u5b83\u7684\u5b58\u5728\u3002<\/strong><\/p>\n\n\n\n

Part2. \u771f\u6b63\u7684\u5dee\u8ddd\u4e0d\u662f\u4e00\u5e74\u6216\u4e24\u5e74\uff0c\u800c\u662f\u539f\u521b\u548c\u6a21\u4eff\u4e4b\u5dee<\/h4>\n\n\n\n

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Part3. \u66f4\u591a\u7684\u6295\u5165\u5e76\u4e0d\u4e00\u5b9a\u4ea7\u751f\u66f4\u591a\u7684\u521b\u65b0<\/h4>\n\n\n\n

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Part4. \u4e00\u7fa4\u505a\u201c\u9ad8\u6df1\u83ab\u6d4b\u201d\u4e8b\u7684\u5e74\u8f7b\u4eba<\/h4>\n\n\n\n

\u300c\u6697\u6d8c\u300d\uff1aOpenAI\u524d\u653f\u7b56\u4e3b\u7ba1\u3001Anthropic\u8054\u5408\u521b\u59cb\u4ebaJack Clark\u8ba4\u4e3aDeepSeek\u96c7\u4f63\u4e86\u201c\u4e00\u6279\u9ad8\u6df1\u83ab\u6d4b\u7684\u5947\u624d\u201d\uff0c\u505a\u51faDeepSeek v2\u7684\u662f\u600e\u6837\u4e00\u7fa4\u4eba\uff1f
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\u300c\u6697\u6d8c\u300d\uff1a\u8fd9\u6b21MLA\u521b\u65b0\u662f\u5982\u4f55\u53d1\u751f\u7684\uff1f\u542c\u8bf4idea\u6700\u65e9\u6765\u81ea\u4e00\u4e2a\u5e74\u8f7b\u7814\u7a76\u5458\u7684\u4e2a\u4eba\u5174\u8da3\uff1f
\u6881\u6587\u950b\uff1a\u5728\u603b\u7ed3\u51faAttention\u67b6\u6784\u7684\u4e00\u4e9b\u4e3b\u6d41\u53d8\u8fc1\u89c4\u5f8b\u540e\uff0c\u4ed6\u7a81\u53d1\u5947\u60f3\u53bb\u8bbe\u8ba1\u4e00\u4e2a\u66ff\u4ee3\u65b9\u6848\u3002<\/strong>\u4e0d\u8fc7\u4ece\u60f3\u6cd5\u5230\u843d\u5730\uff0c\u4e2d\u95f4\u662f\u4e00\u4e2a\u6f2b\u957f\u7684\u8fc7\u7a0b\u3002\u6211\u4eec\u4e3a\u6b64\u7ec4\u4e86\u4e00\u4e2ateam\uff0c\u82b1\u4e86\u51e0\u4e2a\u6708\u65f6\u95f4\u624d\u8dd1\u901a\u3002<\/p>\n\n\n\n

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\u300c\u6697\u6d8c\u300d: transformer\u8bde\u751f\u5728\u8c37\u6b4c\u7684AI Lab\uff0cChatGPT\u8bde\u751f\u5728OpenAI,\u4f60\u89c9\u5f97\u5927\u516c\u53f8\u7684AILab \u548c\u4e00\u4e2a\u521b\u4e1a\u516c\u53f8\u5bf9\u4e8e\u521b\u65b0\u4ea7\u751f\u7684\u4ef7\u503c\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f
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Part5. \u6240\u6709\u7684\u5957\u8def\u90fd\u662f\u4e0a\u4e00\u4ee3\u7684\u4ea7\u7269<\/h4>\n\n\n\n

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<\/p>\n\n\n\n

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\u53c2\u8003\u94fe\u63a5\uff1a<\/h5>\n\n\n\n

\u75af\u72c2\u7684\u5e7b\u65b9\uff1a\u4e00\u5bb6\u9690\u5f62AI\u5de8\u5934\u7684\u5927\u6a21\u578b\u4e4b\u8def \uff08\u6587\u7ae0\u53d1\u5e03\u65f6\u95f4\uff1a2023\u5e7405\u670824\u65e5\uff09
https:\/\/mp.weixin.qq.com\/s\/Cajwfve7f-z2Blk9lnD0hA<\/a><\/p>\n\n\n\n

\u63ed\u79d8DeepSeek:\u4e00\u4e2a\u66f4\u6781\u81f4\u7684\u4e2d\u56fd\u6280\u672f\u7406\u60f3\u4e3b\u4e49\u6545\u4e8b \uff08\u6587\u7ae0\u53d1\u5e03\u65f6\u95f4\uff1a2024\u5e7407\u670817\u65e5\uff09\u3010\u672c\u6587\u8f6c\u8f7d\u6765\u6e90<\/strong>\u3011
https:\/\/mp.weixin.qq.com\/s\/r9zZaEgqAa_lml_fOEZmjg<\/a><\/p>\n\n\n\n

DeepSeek\u6881\u6587\u5cf0\uff1a\u4e00\u4e2a\u7406\u60f3\u4e3b\u4e49\u8005\u7684\u6df1\u5ea6\u6c42\u7d22 \uff08\u4e00\u7bc7\u7c7b\u4f3c\u4e8e\u4e0a\u9762\u6587\u7ae0\u8bfb\u540e\u611f\u7684\u6587\u7ae0\uff0c\u5199\u5f97\u4e5f\u5f88\u597d\uff09
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