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<\/figure>\n\u62ffo1\u5927\u6a21\u578b\u6765\u8bf4\uff0c\u81ea\u53bb\u5e749\u6708\u63a8\u51fa\u4ee5\u6765\uff0c\u56fd\u5185\u5927\u6a21\u578b\u4f01\u4e1a\u5c1a\u672a\u63a8\u51fa\u80fd\u4e0e\u4e4b\u5bf9\u6807\u7684\u5927\u6a21\u578b\u3002\u8fd9\u4e00\u6b21\uff0cDeepSeek\u7528\u66f4\u5c0f\u7684\u7b97\u529b\u3001\u66f4\u4f4e\u7684\u6210\u672c\uff0c\u5e26\u6765\u4e86DeepSeek R1\uff0c\u65e0\u7591\u8ba9\u5e02\u573a\u773c\u524d\u4e00\u4eae\u3002<\/p>\n
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![](\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2025\/02\/v2_9c3ed672774c4de19b267153bfd40257@5040854_oswg36333oswg1080oswg620_img_000.jpg\")
<\/figure>\n\u88ab\u8d28\u7591\u3001\u88ab\u653b\u51fb\u7684\u53e6\u4e00\u9762\uff0c\u8fd8\u6709\u4e0d\u5c11\u4f01\u4e1a\u5728\u8fc5\u901f\u9002\u5e94\u5e76\u62e5\u62b1DeepSeek\u5e26\u6765\u7684\u65b0\u53d8\u5316\u3002<\/strong><\/p>\n
\u5728\u4e91\u9886\u57df\uff0c\u534e\u4e3a\u4e91\u3001\u817e\u8baf\u4e91\u3001\u963f\u91cc\u4e91\u3001\u767e\u5ea6\u667a\u80fd\u4e91\u3001\u706b\u5c71\u5f15\u64ce\u3001\u4eac\u4e1c\u4e91\u3001360\u6570\u5b57\u5b89\u5168\u7b49\u591a\u5e73\u53f0\u90fd\u5ba3\u5e03\u4e0a\u7ebfDeepSeek\u5927\u6a21\u578b\u3002\u6b64\u524d\u6d77\u5916\u7684\u4e9a\u9a6c\u900a\u4e91\u3001\u5fae\u8f6f\u667a\u80fd\u4e91\u7b49\u4e91\u5de8\u5934\u4e5f\u5df2\u5b98\u5ba3\u652f\u6301\u3002<\/p>\n
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2\u3001\u9760\u6280\u672f\u521b\u65b0\uff0cDeepSeek\u6380\u8d77AI\u98ce\u66b4<\/strong><\/h2>\n\u81ea2023\u5e74\u4ee5\u6765\uff0c\u5927\u6a21\u578b\u884c\u4e1a\u4ece\u6765\u4e0d\u7f3a\u65b0\u95fb\u3002\u4f46\u582a\u79f0\u7206\u706b\u7684\u9879\u76ee\uff0c\u6ca1\u51e0\u4e2a\u3002ChatGPT\u3001Kimi\u662f\uff0c\u5982\u4eca\u7684DeepSeek\u4e5f\u662f\u3002<\/p>\n
\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u6765\u8bb2\uff0c\u548c\u4f17\u591a\u8ffd\u968fOpenAI\u7684\u5927\u6a21\u578b\u4e0d\u4e00\u6837\uff0cDeepSeek\u6210\u4e86\u65b0\u4e00\u8f6eAI\u98ce\u66b4\u7684\u53d1\u8d77\u8005\u3002<\/strong><\/p>\n
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\u5728AIME 2024\u6570\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cDeepSeek R1\u5f97\u5206\u7387\u4e3a79.8%\uff0cOpenAI o1\u7684\u5f97\u5206\u7387\u4e3a79.2%\uff1b\u5728MATH-500\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cDeepSeek R1\u5f97\u5206\u7387\u4e3a97.3%\uff0cOpenAI o1\u7684\u5f97\u5206\u7387\u4e3a96.4%\u3002<\/p>\n
![](\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2025\/02\/v2_f7d6ba05a6ef4aa5861418237a5bf276@5040854_oswg102190oswg1080oswg789_img_000.jpg\")
<\/figure>\n\u56fe\u6e90DeepSeek\u5fae\u4fe1\u516c\u4f17\u53f7<\/p>\n
DeepSeek R1\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\uff0c\u79bb\u4e0d\u5f00DeepSeek\u7684\u6280\u672f\u521b\u65b0\uff0c\u5176\u521b\u65b0\u6027\u7684\u8bad\u7ec3\u65b9\u6cd5\u4e5f\u7ed9\u884c\u4e1a\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\uff1aDeepSeek\u6452\u5f03\u4e86\u4f20\u7edf\u7684\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u8def\u5f84\uff0c\u8f6c\u800c\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u6765\u4f18\u5316\u63a8\u7406\u8def\u5f84\u3002<\/strong><\/p>\n
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\u5728\u6280\u672f\u521b\u65b0\u65b9\u9762\uff0c DeepSeek\u91c7\u7528\u4e86\u521b\u65b0\u7684\u8bbe\u8ba1\uff0c\u5982 MoE-2048 \u67b6\u6784\u3002\u5176\u4e2d\uff0c\u6bcf\u4e2atoken\u80fd\u6fc0\u6d3b8\u4e2a\u4e13\u5bb6\u6a21\u5757\uff0c\u4f7f\u5f97\u6a21\u578b\u53c2\u6570\u7684\u5229\u7528\u7387\u5927\u5e45\u63d0\u5347\u81f372%\uff0c\u8bad\u7ec3\u6548\u7387\u76f8\u8f83\u4e8e\u4f20\u7edf\u7684Transformer\u67b6\u6784\u63d0\u9ad8\u4e86\u6574\u65743\u500d\u3002<\/p>\n
DeepSeek\u5927\u6a21\u578b\u80fd\u529b\u5df2\u7136\u6709\u76ee\u5171\u7779\uff0c\u66f4\u4e3a\u91cd\u8981\u7684\u662f\uff0cDeepSeek\u6b63\u5728\u7528\u521b\u65b0\u6027\u7684\u4f4e\u6210\u672c\u601d\u8def\u98a0\u8986\u5e02\u573a\u683c\u5c40\u3002<\/strong><\/p>\n
\u4ee5DeepSeek R1\u4e3a\u4f8b\uff0c\u5176\u6027\u80fd\u4e0eGPT o1\u76f8\u5f53\uff0c\u7136\u800c\u9884\u8bad\u7ec3\u6210\u672c\u5374\u4ec5\u4e3a557.6\u4e07\u7f8e\u5143\uff0c\u4ec5\u4e3aGPT-4o\u7684\u5341\u5206\u4e4b\u4e00\u3002\u540c\u65f6\uff0cDeepSeek API\u670d\u52a1\u5b9a\u4ef7\u8fdc\u4f4e\u4e8eOpenAI\uff0c\u4ee5\u8f93\u51fa\u4e3a\u4f8b\uff0c\u8f93\u51fa\u6bcf\u767e\u4e07tokens 16\u5143\uff08\u7ea62.2\u7f8e\u5143\uff09\uff0cGPT o1\u8f93\u51fa\u6bcf\u767e\u4e07tokens 60\u7f8e\u5143\u3002<\/p>\n
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![](\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2025\/02\/v2_b2a284eba62045bc8e3813e5f873beee@5040854_oswg41164oswg1080oswg607_img_000.jpg\")
<\/figure>\n\u8fd9\u4e24\u5e74\uff0c\u5f00\u6e90\u548c\u95ed\u6e90\u7684\u8def\u7ebf\u4e4b\u4e89\u662f\u5927\u6a21\u578b\u884c\u4e1a\u8ba8\u8bba\u7684\u7126\u70b9\uff0c\u524d\u8005\u4ee5Meta\u4e3a\u4ee3\u8868\uff0c\u540e\u8005\u4ee5OpenAI\u4e3a\u4ee3\u8868\u3002<\/p>\n
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\u4f34\u968fDeepSeek R1\u65e2\u514d\u8d39\uff0c\u53c8\u5f00\u6e90\uff0c\u8fd8\u8dfb\u8eab\u7b2c\u4e00\u68af\u961f\u7684\u8d85\u9884\u671f\u8868\u73b0\uff0c\u76f4\u63a5\u5f15\u53d1\u4e86\u5e02\u573a\u5bf9\u5927\u6a21\u578b\u884c\u4e1a\u7684\u8d28\u7591\uff1a\u4f17\u591a\u79d1\u6280\u5de8\u5934\u6295\u5165\u66f4\u591a\u7b97\u529b\u548c\u8d44\u91d1\u505a\u51fa\u6765\u7684\u4e1c\u897f\uff0c\u548cDeepSeek\u6c34\u5e73\u76f8\u4f3c\uff0c\u201cOpenAI\u4eec\u201d\u771f\u7684\u503c\u90a3\u4e48\u591a\u4f30\u503c\u5417\uff1f<\/p>\n
DeepSeek\u4e0d\u4ec5\u6253\u7834\u4e86AI\u5927\u6a21\u578b\u9886\u57df\u201c\u62fc\u7b97\u529b\u201d\u7684\u903b\u8f91\uff0c\u8fd8\u52a8\u6447\u4e86\u6295\u8d44\u8005\u5bf9\u9ad8\u79d1\u6280\u6676\u7247\u7684\u4fe1\u5fc3\uff1aAI\u884c\u4e1a\u4e5f\u8bb8\u5e76\u4e0d\u9700\u8981\u90a3\u4e48\u591a\u6676\u7247\uff0c\u4e5f\u53ef\u4ee5\u8bad\u7ec3\u51fa\u6027\u80fd\u597d\u7684\u5927\u6a21\u578b\u3002<\/p>\n
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\u8fd9\u573a\u7531DeepSeek\u5377\u8d77\u7684\u98ce\u66b4\u8fd8\u5728\u7ee7\u7eed\u3002\u4ece\u5e02\u573a\u7ade\u4e89\u683c\u5c40\u6765\u770b\uff0cDeepSeek\u7684\u5d1b\u8d77\u6253\u7834\u4e86\u539f\u6709\u7684\u5e73\u8861\uff0c\u5bf9\u4f20\u7edf\u7684 AI \u5de8\u5934\u6784\u6210\u4e86\u6311\u6218\uff0c\u4fc3\u4f7f\u6574\u4e2a\u884c\u4e1a\u91cd\u65b0\u5ba1\u89c6\u81ea\u8eab\u7684\u6280\u672f\u8def\u7ebf\u548c\u5e02\u573a\u7b56\u7565\u3002<\/strong><\/p>\n
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\u6b64\u6b21\u4e89\u8bae\u6e90\u4e8eOpenAI\u7684\u6700\u5927\u6295\u8d44\u65b9\u5fae\u8f6f\u30021\u670829\u65e5\uff0c\u636e\u5916\u5a92\u62a5\u9053\uff0c\u5fae\u8f6f\u7684\u5b89\u5168\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0cDeepSeek\u76f8\u5173\u4eba\u58eb\u53ef\u80fd\u4f7f\u7528 OpenAI \u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3 (API)\uff0c\u672a\u7ecf\u6388\u6743\u7a83\u53d6\u4e86\u5927\u91cf\u6570\u636e\u3002<\/p>\n
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<\/figure>\n\u88ab\u8d28\u7591\u3001\u88ab\u653b\u51fb\u7684\u53e6\u4e00\u9762\uff0c\u8fd8\u6709\u4e0d\u5c11\u4f01\u4e1a\u5728\u8fc5\u901f\u9002\u5e94\u5e76\u62e5\u62b1DeepSeek\u5e26\u6765\u7684\u65b0\u53d8\u5316\u3002<\/strong><\/p>\n
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2\u3001\u9760\u6280\u672f\u521b\u65b0\uff0cDeepSeek\u6380\u8d77AI\u98ce\u66b4<\/strong><\/h2>\n\u81ea2023\u5e74\u4ee5\u6765\uff0c\u5927\u6a21\u578b\u884c\u4e1a\u4ece\u6765\u4e0d\u7f3a\u65b0\u95fb\u3002\u4f46\u582a\u79f0\u7206\u706b\u7684\u9879\u76ee\uff0c\u6ca1\u51e0\u4e2a\u3002ChatGPT\u3001Kimi\u662f\uff0c\u5982\u4eca\u7684DeepSeek\u4e5f\u662f\u3002<\/p>\n
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\u5728AIME 2024\u6570\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cDeepSeek R1\u5f97\u5206\u7387\u4e3a79.8%\uff0cOpenAI o1\u7684\u5f97\u5206\u7387\u4e3a79.2%\uff1b\u5728MATH-500\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cDeepSeek R1\u5f97\u5206\u7387\u4e3a97.3%\uff0cOpenAI o1\u7684\u5f97\u5206\u7387\u4e3a96.4%\u3002<\/p>\n
<\/figure>\n\u56fe\u6e90DeepSeek\u5fae\u4fe1\u516c\u4f17\u53f7<\/p>\n
DeepSeek R1\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\uff0c\u79bb\u4e0d\u5f00DeepSeek\u7684\u6280\u672f\u521b\u65b0\uff0c\u5176\u521b\u65b0\u6027\u7684\u8bad\u7ec3\u65b9\u6cd5\u4e5f\u7ed9\u884c\u4e1a\u63d0\u4f9b\u4e86\u65b0\u7684\u601d\u8def\uff1aDeepSeek\u6452\u5f03\u4e86\u4f20\u7edf\u7684\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u8def\u5f84\uff0c\u8f6c\u800c\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u6765\u4f18\u5316\u63a8\u7406\u8def\u5f84\u3002<\/strong><\/p>\n
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\u8fd9\u9879\u8bad\u7ec3\u65b9\u6cd5\uff0c\u7387\u5148\u51fa\u73b0\u5728\u5b9e\u9a8c\u6027R1-Zer\u7248\u672c\u4e0a\uff0c\u968f\u540e\u53c8\u5728DeepSeek-V3-base\u6a21\u578b\u4e0a\u5e94\u7528\u5f3a\u5316\u5b66\u4e60\uff0c\u5b8c\u5168\u629b\u5f00\u4e86\u4f20\u7edf\u7684\u76d1\u7763\u5f0f\u5fae\u8c03\u73af\u8282\u3002<\/p>\n
\u6700\u7ec8\u7ed3\u679c\u663e\u793a\uff0cDeepSeek R1\u5728\u5b8c\u5168\u6ca1\u6709\u4eba\u5de5\u6807\u6ce8\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0cDeepSeek\u7cfb\u5217\u6a21\u578b\u901a\u8fc7\u4e0d\u65ad\u5c1d\u8bd5\u548c\u53cd\u9988\uff0c\u5c55\u73b0\u51fa\u4e86\u6301\u7eed\u7684\u81ea\u6211\u8fdb\u5316\u80fd\u529b\u3002<\/p>\n
\u5728\u6280\u672f\u521b\u65b0\u65b9\u9762\uff0c DeepSeek\u91c7\u7528\u4e86\u521b\u65b0\u7684\u8bbe\u8ba1\uff0c\u5982 MoE-2048 \u67b6\u6784\u3002\u5176\u4e2d\uff0c\u6bcf\u4e2atoken\u80fd\u6fc0\u6d3b8\u4e2a\u4e13\u5bb6\u6a21\u5757\uff0c\u4f7f\u5f97\u6a21\u578b\u53c2\u6570\u7684\u5229\u7528\u7387\u5927\u5e45\u63d0\u5347\u81f372%\uff0c\u8bad\u7ec3\u6548\u7387\u76f8\u8f83\u4e8e\u4f20\u7edf\u7684Transformer\u67b6\u6784\u63d0\u9ad8\u4e86\u6574\u65743\u500d\u3002<\/p>\n
DeepSeek\u5927\u6a21\u578b\u80fd\u529b\u5df2\u7136\u6709\u76ee\u5171\u7779\uff0c\u66f4\u4e3a\u91cd\u8981\u7684\u662f\uff0cDeepSeek\u6b63\u5728\u7528\u521b\u65b0\u6027\u7684\u4f4e\u6210\u672c\u601d\u8def\u98a0\u8986\u5e02\u573a\u683c\u5c40\u3002<\/strong><\/p>\n
\u4ee5DeepSeek R1\u4e3a\u4f8b\uff0c\u5176\u6027\u80fd\u4e0eGPT o1\u76f8\u5f53\uff0c\u7136\u800c\u9884\u8bad\u7ec3\u6210\u672c\u5374\u4ec5\u4e3a557.6\u4e07\u7f8e\u5143\uff0c\u4ec5\u4e3aGPT-4o\u7684\u5341\u5206\u4e4b\u4e00\u3002\u540c\u65f6\uff0cDeepSeek API\u670d\u52a1\u5b9a\u4ef7\u8fdc\u4f4e\u4e8eOpenAI\uff0c\u4ee5\u8f93\u51fa\u4e3a\u4f8b\uff0c\u8f93\u51fa\u6bcf\u767e\u4e07tokens 16\u5143\uff08\u7ea62.2\u7f8e\u5143\uff09\uff0cGPT o1\u8f93\u51fa\u6bcf\u767e\u4e07tokens 60\u7f8e\u5143\u3002<\/p>\n
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<\/figure>\n\u8fd9\u4e24\u5e74\uff0c\u5f00\u6e90\u548c\u95ed\u6e90\u7684\u8def\u7ebf\u4e4b\u4e89\u662f\u5927\u6a21\u578b\u884c\u4e1a\u8ba8\u8bba\u7684\u7126\u70b9\uff0c\u524d\u8005\u4ee5Meta\u4e3a\u4ee3\u8868\uff0c\u540e\u8005\u4ee5OpenAI\u4e3a\u4ee3\u8868\u3002<\/p>\n
\u6b64\u524d\uff0cOpenAI\u63a8\u51fa\u7684ChatGPT\u3001Anthropic\u63a8\u51fa\u7684Claude\u5747\u91c7\u7528\u95ed\u6e90\uff0c\u5e76\u51ed\u501f\u5934\u90e8\u7684\u5f71\u54cd\u529b\uff0c\u5c06\u95ed\u6e90\u8def\u7ebf\u63a8\u5230\u9886\u5148\u4f4d\uff1b\u5982\u4eca\uff0cDeepSeek\u7684\u6210\u529f\uff0c\u65e0\u7591\u7ed9\u652f\u6301\u5f00\u6e90\u8def\u7ebf\u7684\u4eba\u4fe1\u5fc3\u3002<\/p>\n
DeepSeek\u7206\u706b\u540e\uff0c\u540c\u6837\u652f\u6301\u5f00\u6e90\u8def\u7ebf\u7684Meta\u9996\u5e2d\u4eba\u5de5\u667a\u80fd\u79d1\u5b66\u5bb6Yann LeCun\u8868\u793a\uff0cDeepSeek\u7684\u6210\u529f\u4ee3\u8868\u4e86\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u80dc\u5229\u3002\u201c\u5f00\u6e90\u6a21\u578b\u6b63\u5728\u8d85\u8d8a\u4e13\u6709\u6a21\u578b\u3002\u201d\u4ed6\u5728LinkedIn\u4e0a\u7684\u4e00\u7bc7\u5e16\u5b50\u4e2d\u5199\u9053\u3002<\/p>\n
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<\/figure>\n2\u67081\u65e5\uff0cOpenAI\u53d1\u5e03o3-mini\uff0c\u8fd9\u662fOpenAI\u9996\u4e2a\u5f00\u653e\u7ed9\u514d\u8d39\u7528\u6237\u7684\u63a8\u7406\u6a21\u578b\uff1b2\u67085\u65e5\uff0cOpenAI \u5ba3\u5e03o3-mini\u5927\u8bed\u8a00\u6a21\u578b\u6b63\u5f0f\u5411ChatGPT\u7528\u6237\u548c\u5f00\u53d1\u8005\u5f00\u653e\u4f7f\u7528\uff1b2\u67086\u65e5\uff0cOpenAI\u5ba3\u5e03\u5411\u6240\u6709\u7528\u6237\u5f00\u653eChatGPT\u641c\u7d22\u529f\u80fd\uff0c\u4e14\u65e0\u9700\u6ce8\u518c\u3002<\/p>\n
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