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<\/p>\n

\u4f5c\u8005|\u662d\u89c9<\/p>\n

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AI\u65b0\u661fOpenAI<\/a><\/span>\u6700\u8fd1\u6709\u70b9\u5934\u75bc\uff0c\u4e0d\u4ec5\u516c\u53f8\u548cCEO\u88ab\u9a6c\u65af\u514b\u8d77\u8bc9\uff0c\u5176\u62f3\u5934\u4ea7\u54c1GPT-4\u5728\u6027\u80fd\u548c\u4ef7\u683c\u4e0a\u5747\u9762\u4e34\u7ade\u4e89\u5bf9\u624b\u7684\u51b2\u51fb\u3002<\/p>\n

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\u8fd1\u671f\uff0c\u6210\u7acb\u4e0d\u5230\u4e00\u5e74\u7684\u6cd5\u56fd\u4eba\u5de5\u667a\u80fd\u521b\u4f01Mistral AI\u53d1\u5e03\u4e86\u6700\u65b0\u5927\u6a21\u578b<\/a><\/span>Mistral Large\uff0c\u5e76\u63a8\u51fa\u4e86\u9996\u4e2a\u804a\u5929\u673a\u5668\u4eba\u4ea7\u54c1Le Chat\uff0c\u76f4\u63a5\u5bf9\u6807ChatGPT\u3002\u636e\u4e86\u89e3\uff0cMistral Large\u5728\u76ee\u524d\u6240\u6709\u80fd\u901a\u8fc7API\u8bbf\u95ee\u7684\u5927\u6a21\u578b\u4e2d\u8bc4\u5206\u7b2c\u4e8c\uff0c\u4ec5\u6b21\u4e8eGPT-4\u3002<\/p>\n

 <\/p>\n

\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0cMistral AI\u8fd8\u4e0e\u5fae\u8f6f\u8fbe\u6210\u4e86\u66f4\u52a0\u6df1\u5165\u7684\u5408\u4f5c\u534f\u8bae\uff0c\u5fae\u8f6f\u5c06\u6295\u8d44\u5165\u80a1Mistral AI\uff0c\u5e76\u4e3a\u5176\u63d0\u4f9b\u7b97\u529b\u548c\u4e91\u670d\u52a1\uff0c\u800cMistral AI\u7684\u5927\u6a21\u578b\u8d44\u6e90\u4e5f\u5c06\u5728\u5fae\u8f6f\u7684Azure\u4e91\u5e73\u53f0\u4e2d\u552e\u5356\u3002\u8981\u77e5\u9053\uff0c\u4e0a\u4e00\u4e2a\u6709\u6b64\u5f85\u9047\u7684AI\u521b\u4e1a\u516c\u53f8\u8fd8\u662fOpenAI\u3002<\/p>\n

 <\/p>\n

\u9664\u6b64\u4e4b\u5916\uff0c\u66f4\u4f4e\u5ec9\u7684API\u63a5\u53e3\u4ef7\u683c\u4e5f\u8ba9Mistral Large\u6210\u4e3a\u4e86GPT-4\u7684\u6709\u529b\u7ade\u4e89\u8005\uff0c\u5e76\u6709\u671b\u5728\u5f53\u524d\u7684\u5927\u6a21\u578b\u519b\u5907\u7ade\u8d5b\u4e2d\u6380\u8d77\u4e00\u573a\u4ef7\u683c\u6218\u3002<\/p>\n

 <\/p>\n

\u6bd4GPT-4\u66f4\u5177\u6027\u4ef7\u6bd4\uff1f<\/strong><\/p>\n

 <\/p>\n

\u4f5c\u4e3a\u4e00\u6b3e\u8bde\u751f\u4e8e\u6b27\u6d32\u7684\u5927\u6a21\u578b\uff0cMistral Large\u652f\u6301\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u5fb7\u8bed\u548c\u610f\u5927\u5229\u8bed\uff0c\u53ef\u6df1\u5ea6\u7406\u89e3\u8bed\u6cd5\u548c\u6587\u5316\u80cc\u666f\u3002\u53e6\u5916\uff0cMistral Large\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e3a32K\uff0c\u53ef\u4ece\u7ea62.4\u4e07\u4e2a\u82f1\u6587\u5355\u8bcd\u7684\u5927\u578b\u6587\u6863\u4e2d\u7cbe\u51c6\u63d0\u53d6\u4fe1\u606f\uff1b\u5177\u5907\u7cbe\u786e\u7684\u6307\u4ee4\u8ddf\u968f\u80fd\u529b\uff0c\u4fbf\u4e8e\u5f00\u53d1\u8005\u5b9a\u5236\u5ba1\u6838\u7b56\u7565\uff1b\u652f\u6301\u539f\u751f\u51fd\u6570\u8c03\u7528\u548c\u9650\u5b9a\u8f93\u51fa\u6a21\u5f0f\uff0c\u52a9\u529b\u5e94\u7528\u5f00\u53d1\u89c4\u6a21\u5316\u548c\u6280\u672f\u6808\u73b0\u4ee3\u5316\u3002<\/p>\n

 <\/p>\n

\u6027\u80fd\u65b9\u9762\uff0c\u867d\u7136Mistral AI\u5e76\u672a\u516c\u5e03Mistral Large\u7684\u53c2\u6570\u91cf\uff0c\u4f46\u5176\u5173\u952e\u6027\u80fd\u5df2\u8fbe\u5230\u4e1a\u754c\u524d\u4e09\u3002<\/strong><\/p>\n

 <\/p>\n

\u5177\u4f53\u6765\u770b\uff0cMistral Large\u5728MMLU\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u5e38\u8bc6\u548c\u63a8\u7406\u5f97\u5206\u4e3a81.2%\uff0c\u4ec5\u6b21\u4e8eGPT-4\u768486.4%\u3002Mistral Large\u8fbe\u5230\u4e86\u9876\u7ea7\u7684\u63a8\u7406\u80fd\u529b\uff0c\u53ef\u7528\u4e8e\u590d\u6742\u7684\u591a\u8bed\u8a00\u63a8\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u6587\u672c\u7406\u89e3\u3001\u8f6c\u6362\u548c\u4ee3\u7801\u751f\u6210\u3002\u5176\u63a8\u7406\u51c6\u786e\u6027\u4f18\u4e8eAnthropic\u7684Claude 2\u3001\u8c37\u6b4c\u7684Gemini 1.0 Pro\u3001OpenAI\u7684GPT-3.5\uff0c\u63a8\u7406\u901f\u5ea6\u751a\u81f3\u8d85\u8fc7\u4e86GPT-4\u548cGemini Pro\uff0c\u663e\u793a\u4e86\u5176\u5728\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u7684\u9ad8\u6548\u80fd\u529b\u3002<\/p>\n

 <\/p>\n

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 <\/p>\n

\u591a\u8bed\u8a00\u80fd\u529b\u6d4b\u8bd5\u4e2d\uff0cMistral Large\u5728\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u897f\u73ed\u7259\u8bed\u548c\u610f\u5927\u5229\u8bed\u7684Arc Challenge\u3001HellaSwag\u3001MMLU\u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\u5747\u8fdc\u8d85\u76ee\u524d\u516c\u8ba4\u6700\u5f3a\u7684\u5f00\u6e90\u5927\u6a21\u578b\u2014\u2014Meta\u7684LLaMA 2 70B\u3002<\/p>\n

 <\/p>\n

\u6570\u5b66\u548c\u7f16\u7a0b\u80fd\u529b\u65b9\u9762\uff0cMistral Large\u540c\u6837\u8868\u73b0\u4e0d\u4fd7\uff1a\u5176\u5728MBPP\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u7f16\u7a0b\u5f97\u5206\u9ad8\u4e8eLLaMA 2 70B\uff0c\u5728Math maj@4\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u6570\u5b66\u5f97\u5206\u4e5f\u9886\u5148\u4e8eGPT-3.5\u3001Gemini Pro 1.0\u7b49\u6a21\u578b\u3002<\/p>\n

 <\/p>\n

<\/p>\n

 <\/p>\n

\u4f5c\u4e3aMistral AI\u5546\u7528\u7cfb\u5217\u4e2d\u7684\u65d7\u8230\u6a21\u578b\uff0cMistral Large\u4e0eGPT-4\u4e00\u6837\u5e76\u672a\u5f00\u6e90\u3002<\/strong>\u7528\u6237\u53ef\u901a\u8fc7\u4e09\u79cd\u65b9\u5f0f\u8bbf\u95ee\u4e0e\u4f7f\u7528Mistral\u6a21\u578b\uff1a\u5176\u4e2d\uff0c\u5728\u6b27\u6d32\u7684Mistral Al\u57fa\u7840\u8bbe\u65bd\u4e0a\u5b89\u5168\u6258\u7ba1\u7684La Plateforme\u662f\u5f00\u53d1\u8005\u8bbf\u95eeMistral Al\u6240\u6709\u6a21\u578b\u7684\u9996\u9009\u65b9\u5f0f\uff0c\u5f00\u53d1\u8005\u53ef\u901a\u8fc7\u70b9\u51fb\u521b\u5efa\u81ea\u5df1\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u670d\u52a1\uff1bMistral Al\u7684\u5f00\u6e90\u6a21\u578b\u76ee\u524d\u53ef\u901a\u8fc7GCP\u3001AWS\u3001Azure\u3001NVIDIA\u7b49\u4e91\u670d\u52a1\u5546\u83b7\u5f97\uff0c\u800cMistral Large\u76ee\u524d\u4ec5\u901a\u8fc7Azure\u4e91\u5e73\u53f0\u63d0\u4f9b\u670d\u52a1\uff0c\u5305\u62ecAzure AI Studio\u548cAzure Machine Learning\u3002<\/p>\n

 <\/p>\n

\u6b64\u5916\uff0c\u5f00\u53d1\u8005\u8fd8\u53ef\u4ee5\u901a\u8fc7\u865a\u62df\u4e91\u6216on-prem\u81ea\u884c\u90e8\u7f72\u4f7f\u7528Mistral\u6a21\u578b\uff0c\u8fd9\u79cd\u65b9\u5f0f\u63d0\u4f9b\u4e86\u66f4\u9ad8\u7ea7\u7684\u81ea\u5b9a\u4e49\u548c\u63a7\u5236\uff0c\u81ea\u6709\u6570\u636e\u5c06\u4fdd\u7559\u5728\u516c\u53f8\u5185\u90e8\u3002<\/p>\n

 <\/p>\n

\u4ef7\u683c\u65b9\u9762\uff0c\u76ee\u524d\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e3a128k\u7684GPT-4 Turbo\u7684\u8f93\u5165\u4ef7\u683c\u4e3a0.01\u7f8e\u5143\/1000 token\uff0c\u8f93\u51fa\u4ef7\u683c\u4e3a0.03\u7f8e\u5143\/1000 token\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cMistral Large\u7684\u8f93\u5165\u3001\u8f93\u51fa\u4ef7\u683c\u5747\u4e3a\u524d\u8005\u768480%\u3002<\/p>\n

 <\/p>\n

\u4f53\u9a8c\u65b9\u9762\uff0c\u6709AI\u521b\u4e1a\u8005\u6307\u51fa\uff0cMistral Large\u7684\u4f7f\u7528\u4f53\u9a8c\u78be\u538b\u66fe\u7ecf\u7684\u7b2c\u4e09\u540dClaude 2\u3002<\/strong>\u622a\u81f32023\u5e7411\u6708\uff0cOpenAI\u7684\u5f00\u53d1\u8005\u89c4\u6a21\u8fbe200\u4e07\uff0c\u5176\u4e2d\u5305\u542b92%\u7684\u4e16\u754c500\u5f3a\u4f01\u4e1a\u3002\u800cMistral Large\u76f4\u903cGPT-4\u7684\u6027\u80fd\u548c\u66f4\u4f4e\u7684\u552e\u4ef7\u6709\u671b\u4e3a\u9700\u6c42\u91cf\u5de8\u5927\u7684\u4f01\u4e1a\u7528\u6237\u8282\u7701\u4e00\u5927\u7b14\u5f00\u652f\uff0c\u4ece\u88abOpenAI\u5784\u65ad\u7684MaaS\uff08\u6a21\u578b\u5373\u670d\u52a1\uff09\u5e02\u573a\u6495\u5f00\u4e00\u4e2a\u53e3\u5b50\u3002<\/p>\n

 <\/p>\n

MoE\u67b6\u6784\u7acb\u5927\u529f<\/strong><\/p>\n

 <\/p>\n

Mistral Large\u628a\u4ef7\u683c\u6253\u4e0b\u6765\u7684\u5e95\u6c14\u662f\u66f4\u4f4e\u7684\u8bad\u7ec3\u6210\u672c\u3002OpenAI CEO Sam Altman\u66fe\u8868\u793a\uff0cGPT-4\u7684\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u201c\u8fdc\u8fdc\u8d85\u8fc7\u4e86\u201d5000\u4e07\u81f31\u4ebf\u7f8e\u5143\u3002\u800c\u636eMistral AI\u521b\u59cb\u4ebaArthur Mensch\u900f\u9732\uff0cMistral Large\u7684\u8bad\u7ec3\u6210\u672c\u4e0d\u52302200\u4e07\u7f8e\u5143\uff0c\u7ea6\u4e3aGPT-4\u7684\u4e94\u5206\u4e4b\u4e00\u3002<\/strong><\/p>\n

 <\/p>\n

\u9664\u4e86\u771f\u91d1\u767d\u94f6\u7684\u8bad\u7ec3\u6210\u672c\uff0c\u540e\u6765\u8005\u5c45\u4e0a\u7684Mistral Large\u7684\u65f6\u95f4\u6210\u672c\u4e5f\u66f4\u5177\u4f18\u52bf\u3002OpenAI\u4ece\u6210\u7acb\u5230\u63a8\u51faGPT-4\uff0c\u8db3\u8db3\u7528\u4e868\u5e74\uff0c\u800cMistral AI\u63a8\u51fa\u4ec5\u6b21\u4e8eGPT-4\u7684Mistral Large\u53ea\u7528\u4e869\u4e2a\u6708\u3002<\/p>\n

 <\/p>\n

<\/p>\n

 <\/p>\n

Mistral AI\u53f7\u79f0\u6b27\u6d32\u7248OpenAI\uff0c\u521b\u59cb\u56e2\u961f\u7531Meta\u548cDeepmind\u7684\u524d\u79d1\u5b66\u5bb6\u4eec\u7ec4\u6210\u3002\u6210\u7acb\u540e\u7684\u534a\u5e74\u591a\u65f6\u95f4\u91cc\uff0cMistral AI\u63a5\u8fde\u5b8c\u62101.05\u4ebf\u6b27\u5143\u79cd\u5b50\u8f6e\u878d\u8d44\u548c\u540e\u7eed\u76844.15\u4ebf\u6b27\u5143\u878d\u8d44\uff0c\u5f97\u5230\u7f8e\u56fd\u5149\u901f\u3001a16z\u7b49\u9876\u7ea7VC\u4ee5\u53ca\u82f1\u4f1f\u8fbe\u3001\u8d5b\u5bcc\u65f6\u3001\u6cd5\u5df4\u94f6\u884c\u7684\u9752\u7750\u3002<\/p>\n

 <\/p>\n

\u540c\u671f\uff0cMistral AI\u5148\u540e\u63a8\u51fa\u53f7\u79f0\u5f53\u65f6\u201c\u6700\u5f3a\u768470\u4ebf\u53c2\u6570\u5f00\u6e90\u6a21\u578b\u201dMistral 7B\u3001\u9996\u4e2a\u5f00\u6e90MoE\u5927\u6a21\u578bMistral 8x7B\u3002\u5176\u4e2d\uff0cMistral 8x7B\u66f4\u662f\u4ee5\u4e00\u6761\u7b80\u5355\u7c97\u66b4\u7684\u78c1\u529b\u94fe\u63a5\u5f15\u9886\u4e86\u5927\u6a21\u578b\u53d1\u5e03\u7684\u65b0\u8303\u5f0f\uff0c\u7ed9\u4e1a\u754c\u5e26\u6765\u9707\u64bc\u3002<\/p>\n

 <\/p>\n

\u51ed\u501f\u5de8\u989d\u878d\u8d44\u53e0\u52a0\u65b0\u54c1\u53d1\u5e03\uff0cMistral AI\u7684\u4f30\u503c\u4e5f\u66fe\u4e00\u591c\u4e4b\u95f4\u98d9\u5347\u81f320\u4ebf\u7f8e\u5143\uff0c\u6210\u4e3a\u5927\u6a21\u578b\u9886\u57df\u7684\u65b0\u664b\u72ec\u89d2\u517d\u3002<\/strong>\u800cMistral AI\u66f4\u5f15\u4eba\u5173\u6ce8\u7684\u662f\uff0c\u4ece\u521d\u671f\u53ea\u67096\u4eba\u7684\u5c0f\u56e2\u961f\u6210\u957f\u81f3\u4eca\uff0cMistral AI\u4e00\u76f4\u662fMoE\u8def\u7ebf\u7684\u5fe0\u5b9e\u4fe1\u5f92\u3002<\/p>\n

 <\/p>\n

MoE\u5373\u201c\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\u201d\uff0c\u8fd9\u79cd\u6a21\u578b\u8bbe\u8ba1\u7b56\u7565\u901a\u8fc7\u5c06\u5927\u6a21\u578b\u5206\u89e3\u4e3a\u591a\u4e2a\u5b50\u6a21\u5757\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u5bb9\u91cf\u3001\u5904\u7406\u80fd\u529b\u548c\u6548\u7387\u3002MoE\u67b6\u6784\u4e3b\u8981\u7531\u201c\u4e13\u5bb6\u201d\u548c\u95e8\u63a7\u673a\u5236\u4e24\u90e8\u5206\u6784\u6210\u3002\u6bcf\u4e2a\u201c\u4e13\u5bb6\u201d\u76f8\u5f53\u4e8e\u4e00\u4e2a\u5c0f\u578b\u7684Transformer\u6a21\u578b\uff0c\u4e13\u95e8\u5904\u7406\u7279\u5b9a\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e\uff0c\u591a\u4e2a\u201c\u4e13\u5bb6\u201d\u7684\u7ed3\u5408\u5219\u4f7f\u6a21\u578b\u5177\u5907\u4e86\u66f4\u597d\u7684\u6027\u80fd\u3002\u800c\u95e8\u63a7\u673a\u5236\u5219\u7528\u4e8e\u5224\u5b9a\u8f93\u5165\u6837\u672c\u9700\u7531\u54ea\u4e9b\u201c\u4e13\u5bb6\u201d\u63a5\u7ba1\u5904\u7406\u3002<\/p>\n

 <\/p>\n

\u5927\u6a21\u578b\u7684\u5927\u89c4\u6a21\u5e94\u7528\u4e0e\u5176\u7b97\u529b\u6210\u672c\u7d27\u5bc6\u76f8\u5173\u3002\u5bf9\u4e8e\u6a21\u578b\u5382\u5546\u800c\u8a00\uff0c\u76ee\u524d\u4e3b\u8981\u7684\u7b97\u529b\u6210\u672c\u5305\u62ec\u9884\u8bad\u7ec3\u6210\u672c\u548c\u63a8\u7406\u6210\u672c\u3002\u9664\u53bbGPU\u6bcf\u79d2\u8fd0\u7b97\u6b21\u6570\u548c\u663e\u5361\u7684\u79df\u7528\u6210\u672c\u8fd9\u4e24\u4e2a\u5e38\u91cf\u540e\uff0c\u5927\u6a21\u578b\u7684\u9884\u8bad\u7ec3\u6210\u672c\u4e0e\u6a21\u578b\u53c2\u6570\u91cf\u548c\u8bad\u7ec3\u6570\u636e\u7684token\u91cf\u6b63\u76f8\u5173\uff0c\u63a8\u7406\u6210\u672c\u4e0e\u6a21\u578b\u53c2\u6570\u91cf\u6b63\u76f8\u5173\u3002<\/strong>\u800c\u5927\u6a21\u578b\u7684\u6027\u80fd\u901a\u5e38\u4e0e\u5176\u53c2\u6570\u91cf\u76f8\u5173\u8054\uff0c\u800c\u8d8a\u9ad8\u7684\u53c2\u6570\u91cf\u610f\u5473\u7740\u8d8a\u9ad8\u7684\u7b97\u529b\u6210\u672c\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u5728\u540c\u6837\u7684\u7b97\u529b\u6210\u672c\u4e0b\u63d0\u5347\u5927\u6a21\u578b\u7684\u53c2\u6570\u91cf\u6210\u4e86\u7834\u5c40\u7684\u5173\u952e\u3002<\/p>\n

 <\/p>\n

\u800cMoE\u7684\u89e3\u9898\u601d\u8def\u662f\u5f15\u5165\u7a00\u758f\u6027\uff0c\u5373\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u5404\u6709\u6240\u957f\u7684\u201c\u4e13\u5bb6\u201d\u4eec\u72ec\u7acb\u8bad\u7ec3\u3001\u5404\u53f8\u5176\u804c\uff0c\u5728\u8fc7\u6ee4\u91cd\u590d\u4fe1\u606f\u3001\u51cf\u5c11\u6570\u636e\u5e72\u6270\u7684\u540c\u65f6\u5927\u5e45\u63d0\u5347\u6a21\u578b\u7684\u5b66\u4e60\u901f\u5ea6\u4e0e\u6cdb\u5316\u80fd\u529b\uff1b\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u6bcf\u6b21\u63a8\u7406\u53ea\u6309\u9700\u8c03\u7528\u90e8\u5206\u201c\u4e13\u5bb6\u201d\uff0c\u6fc0\u6d3b\u5176\u5bf9\u5e94\u7684\u90e8\u5206\u53c2\u6570\uff0c\u5982\u6b64\u4fbf\u6709\u6548\u964d\u4f4e\u4e86\u76f8\u540c\u53c2\u6570\u4e0b\u5927\u6a21\u578b\u7684\u7b97\u529b\u6210\u672c\u3002<\/p>\n

 <\/p>\n

<\/p>\n

 <\/p>\n

\u6709\u610f\u601d\u7684\u662f\uff0cOpenAI\u5728\u53bb\u5e74\u6210\u4e3a\u201c\u5f53\u7ea2\u70b8\u5b50\u9e21\u201d\u6210\u529f\u5f97\u5230\u4f17\u591a\u91cd\u5ea6\u7528\u6237\u7684\u7eed\u8d39\u540e\uff0c\u88ab\u66dd\u91c7\u7528MOE\u91cd\u65b0\u8bbe\u8ba1\u4e86GPT-4\u6784\u67b6\uff0c\u5bfc\u81f4\u6027\u80fd\u53d7\u5230\u5f71\u54cd\u3002\u5c3d\u7ba1OpenAI\u5b98\u65b9\u5e76\u672a\u5bf9\u6b64\u8fdb\u884c\u6b63\u9762\u56de\u5e94\uff0c\u4f46\u5229\u7528MOE\u67b6\u6784\u964d\u4f4e\u8bad\u7ec3\u6210\u672c\uff0c\u5df2\u7ecf\u88ab\u8ba4\u4e3a\u662f\u4e00\u4e2a\u65e0\u6bd4\u81ea\u7136\u7684\u53d1\u5c55\u65b9\u5411\u3002<\/strong><\/p>\n

 <\/p>\n

Mistral AI\u540c\u6837\u672a\u516c\u5e03\u5927\u6a21\u578b\u7684\u5177\u4f53\u53c2\u6570\u4e0e\u8bad\u7ec3\u6570\u636eToken\u6570\uff0c\u4f46\u6b64\u524d\u8c37\u6b4c\u5e94\u7528MoE\u5f00\u53d1\u51fa\u7684GLaM\u6a21\u578b\u53c2\u6570\u91cf\u8fbe12000\u4ebf\u3001\u8bad\u7ec3\u6570\u636e16000\u4ebftoken\uff0c\u5206\u522b\u662fGPT-3.5\u76846.8\u500d\u548c5.3\u500d\uff0c\u5176\u5b9e\u9645\u7684\u8bad\u7ec3\u6210\u672c\u5374\u53ea\u6709GPT-3.5\u7684\u4e09\u5206\u4e4b\u4e00\u4e5f\u5370\u8bc1\u4e86MoE\u6846\u67b6\u7684\u9ad8\u6548\u3002<\/p>\n

 <\/p>\n

\u5ef6\u7eed\u7740MoE\u7684\u8def\u7ebf\uff0c\u5982\u679c\u8bf4\u6b64\u524d\u53d1\u5e03\u7684\u5f00\u6e90\u6a21\u578bMistral 7B\u3001Mistral 8x7B\u5b9e\u73b0\u4e86\u5bf9LLaMA\u7b49\u5927\u53c2\u6570\u5f00\u6e90\u6a21\u578b\u7684\u9006\u88ad\uff0c\u6b64\u6b21\u53d1\u5e03\u7684Mistral Large\u5219\u662fMistral AI\u5bf9\u53ef\u6301\u7eed\u5546\u4e1a\u6a21\u5f0f<\/a><\/span>\u7684\u63a2\u7d22\uff0c\u8bd5\u56fe\u4ee5\u95ed\u6e90\u6a21\u578b\u642d\u5efa\u53ef\u76c8\u5229\u7684\u4ea7\u54c1\u7ebf\u3002<\/strong><\/p>\n

 <\/p>\n

\u5927\u6a21\u578b\u8fdb\u5165\u6210\u672c\u6218<\/strong><\/p>\n

 <\/p>\n

\u9876\u7740\u5bf9\u534e\u82af\u7247\u7981\u552e\u7684\u538b\u529b\uff0c\u82af\u7247\u5de8\u5934\u82f1\u4f1f\u8fbe\u4ee5\u4e00\u4efd\u8000\u773c\u7684\u56db\u5b63\u62a5\u6253\u6d88\u4e86\u5e02\u573a\u987e\u8651\uff1a\u5728\u6570\u636e\u4e2d\u5fc3\u4e0e\u6e38\u620f\u4e1a\u52a1\u53cc\u6838\u9a71\u52a8\u4e0b\uff0c\u82f1\u4f1f\u8fbe2023\u5e74\u56db\u5b63\u5ea6\u8425\u6536\u3001\u51c0\u5229\u6da6\u5927\u5e45\u8d85\u51fa\u9884\u671f\uff0c\u6bdb\u5229\u7387\u518d\u521b\u5386\u53f2\u65b0\u9ad8\u3002\u4e1a\u7ee9\u52a0\u6301\u4e0b\uff0c\u82f1\u4f1f\u8fbe\u4e1a\u7ee9\u5df2\u7a81\u78342\u4e07\u4ebf\u7f8e\u5143\uff0c\u66f4\u63a5\u8fde\u8d85\u8d8a\u4e9a\u9a6c\u900a\u3001\u6c99\u7279\u963f\u7f8e\uff0c\u6210\u4e3a\u4ec5\u6b21\u4e8e\u5fae\u8f6f\u548c\u82f9\u679c\u7684\u5168\u7403\u7b2c\u4e09\u5927\u516c\u53f8\u3002<\/p>\n

 <\/p>\n

\u6570\u636e\u3001\u7b97\u529b\u548c\u7b97\u6cd5\u6784\u6210\u4e86\u5927\u6a21\u578b\u7684\u57fa\u77f3\u3002<\/strong>\u5728\u5f53\u4e0b\u8fd9\u6ce2\u5982\u706b\u5982\u837c\u7684\u5927\u6a21\u578b\u6dd8\u91d1\u70ed\u4e2d\uff0c\u4ece\u5b66\u754c\u5230\u521d\u521b\u4f01\u4e1a\u518d\u5230\u5de8\u5934\u7eb7\u7eb7\u4e0b\u573a\uff0c\u800c\u65e0\u8bba\u5176\u6280\u672f\u8def\u7ebf\u662f\u5f00\u6e90\u6216\u95ed\u6e90\uff0c\u5e94\u7528\u573a\u666f\u662f\u901a\u7528\u6216\u5782\u76f4\uff0cAI\u82af\u7247\u4f5c\u4e3a\u5927\u6a21\u578b\u5927\u8111\uff0c\u59cb\u7ec8\u662f\u6a21\u578b\u9884\u8bad\u7ec3\u548c\u63a8\u7406\u5fc5\u4e0d\u53ef\u5c11\u7684\u5de5\u5177\u3002<\/p>\n

 <\/p>\n

<\/p>\n

 <\/p>\n

\u8eab\u4e3a\u9ad8\u7aefGPU\u5e02\u573a\u4e2d\u552f\u4e00\u7684\u63d0\u4f9b\u65b9\uff0c\u201c\u519b\u706b\u5546\u201d\u82f1\u4f1f\u8fbe\u662f\u8fd9\u573a\u5927\u6a21\u578b\u519b\u5907\u7ade\u8d5b\u4e2d\u6c38\u8fdc\u7684\u8d62\u5bb6\u2014\u2014\u4ee5A100\u4e3a\u4f8b\uff0c\u82e5\u8981\u901a\u8fc7\u8bad\u7ec3\u8fbe\u5230ChatGPT\u7ea7\u522b\u7684\u6027\u80fd\uff0c\u81f3\u5c11\u6d88\u8017\u4e00\u4e07\u5f20A100\u52a0\u901f\u5361\uff0c\u5de8\u5934\u4eec\u56e4\u8d27\u7684\u5355\u4f4d\u4e5f\u4ee5\u4e07\u5f20\u8d77\uff0c\u600e\u80fd\u4e0d\u8d5a\u5f97\u76c6\u6ee1\u94b5\u6ee1\uff1f<\/p>\n

 <\/p>\n

\u4f46\u6362\u4e2a\u89d2\u5ea6\u6765\u770b\uff0c\u5728GPU\u4f9b\u5e94\u77ed\u7f3a\u7684\u80cc\u666f\u4e0b\uff0c\u4e00\u5f20A100\u663e\u5361\u552e\u4ef7\u7ea610000\u7f8e\u5143\u751a\u81f3\u66f4\u9ad8\uff0c\u5bf9\u4e8e\u5927\u6a21\u578b\u5382\u5546\u6765\u8bf4\uff0c\u5728\u5e94\u7528\u843d\u5730\u548c\u5546\u4e1a\u5316\u524d\u666f\u4ecd\u4e0d\u660e\u6717\u7684\u60c5\u51b5\u4e0b\uff0c\u52a8\u8f84\u4e0a\u4ebf\u7f8e\u5143\u771f\u91d1\u767d\u94f6\u7684\u6295\u5165\u5fc5\u7136\u8089\u75bc\u3002\u5728\u7b97\u529b\u3001\u6570\u636e\u3001\u4eba\u529b\u7b49\u8d44\u6e90\u6210\u672c\u9ad8\u4f01\u7684\u60c5\u51b5\u4e0b\uff0c\u5982\u4f55\u7528\u76f8\u5bf9\u4f4e\u7684\u6210\u672c\u8bad\u7ec3\u51fa\u4e00\u4e2a\u60f3\u8981\u7684\u5927\u6a21\u578b\uff0c\u5e76\u4ee5\u4e00\u4e2a\u7528\u6237\u53ef\u63a5\u53d7\u7684\u6210\u672c\u8ba9\u5927\u6a21\u578b\u8dd1\u8d77\u6765\u662f\u5927\u6a21\u578b\u884c\u4e1a\u57282024\u5e74\u7684\u5f53\u52a1\u4e4b\u6025\u3002<\/p>\n

 <\/p>\n

\u5728\u4fdd\u8bc1\u540c\u7b49\u6548\u679c\u524d\u63d0\u4e0b\uff0c\u63d0\u9ad8\u786c\u4ef6\u5229\u7528\u7387\uff0c\u7f29\u77ed\u7b97\u529b\u4f7f\u7528\u65f6\u957f\uff1b\u4f18\u5316\u5de5\u5177\u94fe\u4ee5\u63d0\u9ad8\u8bad\u7ec3\u3001\u63a8\u7406\u6548\u7387\uff1b\u9002\u914d\u4f4e\u4ef7GPU\u662f\u5f53\u524d\u56fd\u5185\u5927\u6a21\u578b\u5382\u5546\u964d\u672c\u7684\u4e3b\u6d41\u65b9\u6cd5\u8bba\u3002<\/strong><\/p>\n

 <\/p>\n

\u4f8b\u5982\uff0c\u9762\u5411\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u817e\u8baf\u5347\u7ea7\u4e86\u81ea\u7814\u673a\u5668\u5b66\u4e60\u6846\u67b6Angel\uff0c\u9488\u5bf9\u9884\u8bad\u7ec3\u3001\u6a21\u578b\u7cbe\u8c03\u548c\u5f3a\u5316\u5b66\u4e60\u7b49\u5168\u6d41\u7a0b\u8fdb\u884c\u4e86\u52a0\u901f\u548c\u4f18\u5316\uff0c\u63d0\u5347\u4e86\u5185\u5b58\u7684\u5229\u7528\u7387\u3002\u501f\u6b64\uff0c\u5927\u6a21\u578b\u8bad\u7ec3\u6548\u7387\u53ef\u63d0\u5347\u81f3\u4e3b\u6d41\u5f00\u6e90\u6846\u67b6\u76842.6\u500d\uff0c\u7528\u8be5\u6846\u67b6\u8bad\u7ec3\u5343\u4ebf\u7ea7\u5927\u6a21\u578b\u53ef\u8282\u770150%\u7b97\u529b\u6210\u672c\uff0c\u5927\u6a21\u578b\u63a8\u7406\u901f\u5ea6\u63d0\u9ad8\u4e861.3\u500d\u3002<\/p>\n

 <\/p>\n

\u4eac\u4e1c\u4e91\u63a8\u51favGPU\u6c60\u5316\u65b9\u6848\uff0c\u63d0\u4f9b\u4e00\u7ad9\u5f0fGPU\u7b97\u529b\u6c60\u5316\u80fd\u529b\uff0c\u7ed3\u5408\u7b97\u529b\u7684\u4efb\u610f\u5207\u5206\u548c\u6309\u9700\u5206\u914d\uff0c\u5728\u540c\u7b49GPU\u6570\u91cf\u7684\u524d\u63d0\u4e0b\uff0c\u5b9e\u73b0\u4e86\u6570\u500d\u4e1a\u52a1\u91cf\u6269\u5c55\u548c\u8d44\u6e90\u5171\u4eab\uff0c\u964d\u4f4e\u4e86\u786c\u4ef6\u91c7\u8d2d\u6210\u672c\uff0c\u4f7f\u7528\u66f4\u5c11\u7684AI\u82af\u7247\u652f\u6491\u4e86\u66f4\u591a\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u4efb\u52a1\uff0cGPU\u5229\u7528\u7387\u6700\u9ad8\u63d0\u534770%\uff0c\u5927\u5e45\u964d\u4f4e\u5927\u6a21\u578b\u63a8\u7406\u6210\u672c\u3002<\/p>\n

 <\/p>\n

<\/p>\n

 <\/p>\n

\u963f\u91cc\u4e91\u901a\u4e49\u5927\u6a21\u578b\u5219\u805a\u7126\u4e8e\u89c4\u6a21\u5b9a\u7406\uff0c\u57fa\u4e8e\u5c0f\u6a21\u578b\u6570\u636e\u5206\u5e03\u3001\u89c4\u5219\u548c\u914d\u6bd4\uff0c\u7814\u7a76\u5927\u89c4\u6a21\u53c2\u6570\u4e0b\u5982\u4f55\u63d0\u5347\u6a21\u578b\u80fd\u529b\uff0c\u5e76\u901a\u8fc7\u5bf9\u5e95\u5c42\u96c6\u7fa4\u7684\u4f18\u5316\uff0c\u5c06\u6a21\u578b\u8bad\u7ec3\u6548\u7387\u63d0\u5347\u4e8630%\uff0c\u8bad\u7ec3\u7a33\u5b9a\u6027\u63d0\u5347\u4e8615%\u3002<\/p>\n

 <\/p>\n

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