{"id":439,"date":"2025-01-27T20:26:00","date_gmt":"2025-01-27T12:26:00","guid":{"rendered":"http:\/\/www.aialpha.com.cn\/?p=439"},"modified":"2025-02-16T20:56:07","modified_gmt":"2025-02-16T12:56:07","slug":"ai%e8%bf%8e%e6%9d%a5%e5%ae%89%e5%8d%93%e6%97%b6%e5%88%bb%ef%bc%9f%e5%85%b3%e4%ba%8edeepseek%e5%8f%8a%e5%85%b6%e5%af%b9%e5%85%a8%e7%90%83ai%e4%ba%a7%e4%b8%9a%e7%9a%84%e5%8f%af%e8%83%bd%e5%bd%b1","status":"publish","type":"post","link":"http:\/\/www.aialpha.com.cn\/?p=439","title":{"rendered":"AI\u8fce\u6765\u5b89\u5353\u65f6\u523b\uff1f\u5173\u4e8eDeepSeek\u53ca\u5176\u5bf9AI\u4ea7\u4e1a\u7684\u5f71\u54cd"},"content":{"rendered":"\n

DeepSeek\u662f2025\u5e74\u6625\u8282\u5f53\u4e4b\u65e0\u6127\u7684\u6700\u5927\u70ed\u8bae\u8bdd\u9898\u3002\u56e0\u4e3aDeepSeek-V3\u4e0eR1\u7684\u6280\u672f\u7a81<\/mark>\u7834\uff0c\u53ef\u4ee5\u79f0\u5f97\u4e0a\u5168\u7403AI\u4ea7\u4e1a\u6b63\u5728\u8fce\u6765\u5b89\u5353\u65f6\u523b\u3002\u5728DeepSeek\u5f00\u6e90\u6a21\u578b\u57fa\u7840\u4e0a\uff0c\u5168\u7403AI\u5e94\u7528\u9884\u8ba1\u5c06\u52a0\u901f\u6d8c\u73b0\uff0c\u4e2d\u7f8e\u4e24\u4e2a\u5927\u56fd\u7684\u79d1\u6280\u535a\u5f08\u4e5f\u6b63\u5728\u8fce\u6765\u65b0\u7bc7\u7ae0\u3002<\/mark><\/p>\n\n\n\n

\u4ee5\u4e0b\u6587\u5b57\u6765\u6e90 DeepSeek \u56de\u590d<\/em><\/p>\n\n\n\n

\u5173\u4e8eDeepSeek\u516c\u53f8\u53ca\u5176\u6838\u5fc3\u6a21\u578bDeepSeek-V3\u4e0eDeepSeek-R1\u5bf9\u5168\u7403AI\u4ea7\u4e1a\u5f71\u54cd\u7684\u7cfb\u7edf\u6027\u5206\u6790\uff0c\u7ed3\u5408\u6280\u672f\u7a81\u7834\u3001\u5e02\u573a\u7ade\u4e89\u4e0e\u884c\u4e1a\u53d8\u9769\u4e09\u4e2a\u7ef4\u5ea6\u5c55\u5f00\uff1a<\/mark><\/p>\n\n\n\n

\u4e00\u3001DeepSeek\u516c\u53f8\u6982\u51b5<\/mark><\/p>\n\n\n\n

\u5b9a\u4f4d\u4e0e\u76ee\u6807 \u00a0<\/mark><\/p>\n\n\n\n

DeepSeek\uff08\u6df1\u5ea6\u6c42\u7d22\uff09\u662f\u4e00\u5bb6\u6210\u7acb\u4e8e2023\u5e74\u7684\u4e2d\u56fdAI\u516c\u53f8\uff0c\u603b\u90e8\u4f4d\u4e8e\u676d\u5dde\uff0c\u4e13\u6ce8\u4e8e\u5b9e\u73b0\u4eba\u5de5\u901a\u7528\u667a\u80fd\uff08AGI\uff09\uff0c\u65e8\u5728\u6253\u9020\u80fd\u591f\u5e7f\u6cdb\u5b66\u4e60\u5e76\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u901a\u7528\u578bAI\u7cfb\u7edf\uff0c\u800c\u975e\u5c40\u9650\u4e8e\u5355\u4e00\u5e94\u7528\u573a\u666f\u3002\u5176\u6838\u5fc3\u6218\u7565\u662f\u901a\u8fc7\u5f00\u6e90\u751f\u6001\u3001\u7b97\u6cd5\u521b\u65b0\u548c\u4f4e\u6210\u672c\u7b97\u529b\uff0c\u63a8\u52a8AI\u6280\u672f\u666e\u60e0\u5316\u3002<\/strong><\/mark><\/p>\n\n\n\n

\u6280\u672f\u91cc\u7a0b\u7891<\/mark><\/p>\n\n\n\n

– 2023\u5e74\uff1a\u53d1\u5e03\u5f00\u6e90\u4ee3\u7801\u751f\u6210\u6a21\u578bDeepSeek Coder\u548c\u5927\u8bed\u8a00\u6a21\u578bDeepSeek LLM\uff0c\u5960\u5b9a\u6280\u672f\u57fa\u7840\u3002 \u00a0<\/mark><\/p>\n\n\n\n

– 2024\u5e74\uff1a\u63a8\u51faDeepSeek-V2\uff0c\u5f15\u53d1\u4e2d\u56fdAI\u6a21\u578b\u4ef7\u683c\u6218\uff1b\u53d1\u5e03\u591a\u6a21\u6001\u6a21\u578bDeepSeek-R1\u9884\u89c8\u7248\uff0c\u5f3a\u5316\u903b\u8f91\u63a8\u7406\u80fd\u529b\u3002 \u00a0<\/mark><\/p>\n\n\n\n

– 2025\u5e74\uff1a\u53d1\u5e03\u53c2\u6570\u89c4\u6a21\u8fbe6710\u4ebf\u7684DeepSeek-V3\uff0c\u8bad\u7ec3\u6210\u672c\u4ec5557.6\u4e07\u7f8e\u5143\uff0c\u6027\u80fd\u6bd4\u80a9GPT-4o\u548cClaude 3.5 Sonnet\uff1b\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578bJanus-Pro\uff0c\u8fdb\u519b\u6587\u751f\u56fe\u9886\u57df\u3002<\/mark><\/p>\n\n\n\n

\u4e8c\u3001DeepSeek-V3\u4e0eR1\u7684\u6280\u672f\u7a81\u7834\u4e0e\u4ea7\u4e1a\u5f71\u54cd<\/mark><\/p>\n\n\n\n

1. DeepSeek-V3\uff1a\u4f4e\u6210\u672c\u9ad8\u6027\u80fd\u7684\u8bed\u8a00\u6a21\u578b\u6807\u6746\u00a0<\/mark><\/p>\n\n\n\n

\n

– \u6280\u672f\u67b6\u6784\uff1a<\/mark> \u00a0<\/p>\n\n\n\n

\u00a0\u00a0– \u91c7\u7528\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\uff0c\u603b\u53c2\u6570671B\uff0c\u4f46\u6bcf\u4e2aToken\u4ec5\u6fc0\u6d3b37B\u53c2\u6570\uff0c\u6781\u5927\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002 <\/mark>\u00a0<\/p>\n\n\n\n

\u00a0\u00a0– \u591a\u5934\u9690\u5f0f\u6ce8\u610f\u529b\uff08MLA\uff09\u6280\u672f\u5c06Key-Value\u7f13\u5b58\u538b\u7f29\u81f3\u4f20\u7edf\u6a21\u578b\u76841\/4\uff0c\u5904\u7406128K\u4e0a\u4e0b\u6587\u65f6\u5ef6\u8fdf\u964d\u4f4e42%\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u901a\u8fc7FP8\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\u4e0e\u591aToken\u9884\u6d4b\uff08MTP\uff09\u6280\u672f\uff0c\u8bad\u7ec3\u6548\u7387\u63d0\u53473\u500d\uff0c\u751f\u6210\u901f\u5ea6\u8fbe60 TPS\uff08\u6bcf\u79d2Token\u6570\uff09\u3002 \u00a0<\/mark><\/p>\n<\/div><\/div>\n\n\n\n

– \u4ea7\u4e1a\u5f71\u54cd\uff1a \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u6210\u672c\u9769\u547d\uff1aAPI\u5b9a\u4ef7\u4ec5\u4e3aOpenAI\u76843%-5%\uff08\u5982\u8f93\u51faToken\u6210\u672c\u4e3a\u6bcf\u767e\u4e0716\u5143\uff09\uff0c\u6781\u5927\u964d\u4f4e\u4f01\u4e1aAI\u5e94\u7528\u95e8\u69db\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u5f00\u6e90\u751f\u6001\uff1a\u5f00\u653e\u6a21\u578b\u6743\u91cd\u4e0e\u672c\u5730\u90e8\u7f72\u652f\u6301\uff0c\u5438\u5f15\u5168\u7403\u5f00\u53d1\u8005\u4e8c\u6b21\u5f00\u53d1\uff0c\u52a0\u901f\u884c\u4e1a\u521b\u65b0\u3002 <\/mark>\u00a0<\/p>\n\n\n\n

\u00a0\u00a0– \u5e94\u7528\u573a\u666f\uff1a\u5728\u4ee3\u7801\u751f\u6210\uff08HumanEval\u6d4b\u8bd592.7%\uff09\u3001\u6570\u5b66\u63a8\u7406\uff08MATH\u6570\u636e\u96c678.9%\uff09\u53ca\u591a\u8bed\u8a00\u5904\u7406\uff08\u652f\u630183\u79cd\u8bed\u8a00\uff09\u7b49\u9886\u57df\u8868\u73b0\u5353\u8d8a\uff0c\u63a8\u52a8\u4f01\u4e1a\u5ba2\u670d\u3001\u5185\u5bb9\u521b\u4f5c\u7b49\u573a\u666f\u5347\u7ea7\u3002<\/mark><\/p>\n\n\n\n

2. DeepSeek-R1\uff1a\u5f3a\u5316\u5b66\u4e60\u9a71\u52a8\u7684\u63a8\u7406\u4e0e\u51b3\u7b56\u5f15\u64ce\u00a0<\/mark><\/p>\n\n\n\n

– \u6280\u672f\u7279\u6027\uff1a \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u91c7\u7528\u7eaf\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u8303\u5f0f\uff0c\u57fa\u4e8e200\u4e2a\u601d\u7ef4\u94fe\u6837\u4f8b\u51b7\u542f\u52a8\uff0c\u901a\u8fc7\u7fa4\u4f53\u76f8\u5bf9\u7b56\u7565\u4f18\u5316\uff08GRPO\uff09\u63d0\u5347\u8bad\u7ec3\u7a33\u5b9a\u602765%\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u6784\u5efa1.2\u4ebf\u6761\u8de8\u9886\u57df\u63a8\u7406\u94fe\u7684\u81ea\u6f14\u8fdb\u77e5\u8bc6\u5e93\uff0c\u652f\u6301\u590d\u6742\u903b\u8f91\u63a8\u7406\u4e0e\u5b9e\u65f6\u51b3\u7b56\u4f18\u5316\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u591a\u6a21\u6001\u80fd\u529b\u878d\u5408\u6587\u672c\u3001\u56fe\u50cf\u4e0e\u8bed\u97f3\uff0c\u5728\u7535\u5546\u5185\u5bb9\u751f\u6210\u3001\u8de8\u6a21\u6001\u68c0\u7d22\u7b49\u573a\u666f\u8868\u73b0\u7a81\u51fa\u3002 <\/mark>\u00a0<\/p>\n\n\n\n

– \u4ea7\u4e1a\u4ef7\u503c\uff1a \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u91d1\u878d\u4e0e\u6559\u80b2\uff1a\u5728\u6295\u8d44\u98ce\u9669\u5206\u6790\uff08\u63d0\u534725%\u6536\u76ca\u7387\uff09\u548c\u8003\u8bd5\u8f85\u5bfc\uff08SAT\/GRE\u89e3\u9898\u51c6\u786e\u738781.2%\uff09\u4e2d\u5c55\u73b0\u4e13\u4e1a\u4f18\u52bf\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u7aef\u4fa7\u90e8\u7f72\uff1a\u901a\u8fc7\u77e5\u8bc6\u84b8\u998f\u6280\u672f\u751f\u62101.5B-70B\u53c2\u6570\u7684\u5c0f\u6a21\u578b\uff0c\u9002\u914d\u624b\u673a\u3001\u667a\u80fd\u5bb6\u5c45\u7b49\u7ec8\u7aef\uff0c\u6269\u5c55AI\u5e94\u7528\u573a\u666f\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u4e09\u3001\u5bf9\u5168\u7403AI\u4ea7\u4e1a\u683c\u5c40\u7684\u53ef\u80fd\u91cd\u5851\u53ca\u5f71\u54cd<\/mark><\/p>\n\n\n\n

1. \u6311\u6218\u7f8e\u56fd\u6280\u672f\u9738\u6743\u00a0<\/mark><\/p>\n\n\n\n

– \u5e02\u573a\u51b2\u51fb\uff1aDeepSeek\u7684\u5d1b\u8d77\u5bfc\u81f4\u82f1\u4f1f\u8fbe\u80a1\u4ef7\u5355\u65e5\u66b4\u8dcc5%\uff0c\u5e76\u5f15\u53d1\u7845\u8c37\u5bf9\u201c\u4e2d\u56fd\u5a01\u80c1\u8bba\u201d\u7684\u62c5\u5fe7\u3002 \u00a0<\/mark><\/p>\n\n\n\n

– \u5f00\u6e90\u7ade\u4e89\uff1a\u5176\u5f00\u6e90\u7b56\u7565\u6253\u7834OpenAI\u7b49\u95ed\u6e90\u6a21\u578b\u7684\u5784\u65ad\uff0c\u5438\u5f15\u5fae\u8f6f\u3001\u4e9a\u9a6c\u900aAWS\u7b49\u5de8\u5934\u91c7\u7528\u5176\u4e91\u7aef\u670d\u52a1\u3002 \u00a0<\/mark><\/p>\n\n\n\n

2. \u63a8\u52a8AI\u666e\u60e0\u5316\u4e0e\u884c\u4e1a\u53d8\u9769\u00a0<\/mark><\/p>\n\n\n\n

– \u6210\u672c\u98a0\u8986\uff1a\u8bad\u7ec3\u6210\u672c\u4ec5\u4e3aGPT-4\u76841\/10\uff0cAPI\u4ef7\u683c\u4f4e\u81f395%\uff0c\u52a0\u901f\u4e2d\u5c0f\u4f01\u4e1a\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u5165\u5c40\u3002 <\/mark>\u00a0<\/p>\n\n\n\n

– \u5782\u76f4\u9886\u57df\u6e17\u900f\uff1a \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u96f6\u552e\uff1a\u8d4b\u80fd\u667a\u80fd\u5ba2\u670d\u3001\u5e93\u5b58\u4f18\u5316\uff08\u5982\u4e9a\u9a6c\u900a\u5e93\u5b58\u5468\u8f6c\u7387\u63d0\u5347\uff09\u548c\u4e2a\u6027\u5316\u8425\u9500\uff08\u7528\u6237\u8f6c\u5316\u7387\u63d0\u534730%\uff09\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0– \u91d1\u878d\uff1a\u63d0\u4f9b\u667a\u80fd\u6295\u987e\u4e0e\u98ce\u9669\u8bc4\u4f30\u5de5\u5177\uff0c\u52a9\u529b\u6295\u8d44\u51b3\u7b56\u6548\u7387\u3002<\/mark> \u00a0<\/p>\n\n\n\n

\u00a0\u00a0– \u6559\u80b2\uff1aAI\u8f85\u5bfc\u7cfb\u7edf\u63d0\u5347\u5b66\u5458\u7559\u5b58\u738760%\uff0c\u964d\u4f4e\u6559\u80b2\u673a\u6784\u8fd0\u8425\u6210\u672c\u3002<\/mark> \u00a0<\/p>\n\n\n\n

3. \u6280\u672f\u751f\u6001\u4e0e\u653f\u7b56\u535a\u5f08\u00a0<\/mark><\/p>\n\n\n\n

– \u5f00\u6e90\u751f\u6001\u6269\u5f20\uff1a\u5168\u7403\u5f00\u53d1\u8005\u57fa\u4e8eDeepSeek\u6a21\u578b\u4e8c\u6b21\u5f00\u53d1\uff0c\u5f62\u6210\u6d3b\u8dc3\u793e\u533a\uff0c\u63a8\u52a8\u6280\u672f\u8fed\u4ee3\u3002 \u00a0<\/mark><\/p>\n\n\n\n

– \u76d1\u7ba1\u4e0e\u5b89\u5168\u6311\u6218\uff1a\u7f8e\u56fd\u542f\u52a8\u56fd\u5bb6\u5b89\u5168\u8c03\u67e5\uff0c\u6b27\u76df\u591a\u56fd\u8981\u6c42\u6570\u636e\u5408\u89c4\u5ba1\u67e5\uff0c\u51f8\u663e\u5730\u7f18\u653f\u6cbb\u98ce\u9669\u3002 \u00a0<\/mark><\/p>\n\n\n\n

\u56db\u3001\u672a\u6765\u683c\u5c40\u5c55\u671b<\/mark><\/p>\n\n\n\n

1. \u6280\u672f\u8d8b\u52bf\uff1a \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0\u00a0– \u591a\u6a21\u6001\u878d\u5408\uff1aV3\u4e0eR1\u7684\u6280\u672f\u8def\u7ebf\u53ef\u80fd\u8fdb\u4e00\u6b65\u6574\u5408\uff0c\u5b9e\u73b0\u8de8\u6a21\u6001\u4efb\u52a1\u7684\u7edf\u4e00\u5904\u7406\u3002 <\/mark>\u00a0<\/p>\n\n\n\n

\u00a0\u00a0\u00a0– \u8fb9\u7f18\u8ba1\u7b97\u666e\u53ca\uff1a\u84b8\u998f\u5c0f\u6a21\u578b\u63a8\u52a8AI\u5728\u667a\u80fd\u6c7d\u8f66\u3001\u5de5\u4e1a\u673a\u5668\u4eba\u7b49\u7aef\u4fa7\u8bbe\u5907\u7684\u672c\u5730\u5316\u90e8\u7f72\u3002 <\/mark>\u00a0<\/p>\n\n\n\n

2. \u5e02\u573a\u6f14\u53d8\uff1a \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0\u00a0– \u884c\u4e1a\u6d17\u724c\uff1a\u4f4e\u6210\u672c\u6a21\u578b\u6216\u5f15\u53d1\u5168\u7403AI\u4ef7\u683c\u6218\uff0c\u5012\u903c\u4f20\u7edf\u5de8\u5934\u4f18\u5316\u6210\u672c\u7ed3\u6784\u3002<\/mark> \u00a0<\/p>\n\n\n\n

\u00a0\u00a0\u00a0– \u65b0\u5174\u5e94\u7528\u7206\u53d1\uff1a2025\u5e74\u6216\u6210\u201cAgentic AI\u5143\u5e74\u201d\uff0cAI\u4ee3\u7406\uff08\u5982\u81ea\u52a8\u8c08\u5224\u673a\u5668\u4eba\uff09\u5c06\u6e17\u900f\u66f4\u591a\u573a\u666f\u3002 \u00a0<\/mark><\/p>\n\n\n\n

3. \u5730\u7f18\u7ade\u5408\uff1a \u00a0<\/mark><\/p>\n\n\n\n

\u00a0\u00a0\u00a0– \u4e2d\u7f8e\u6280\u672f\u535a\u5f08\uff1aDeepSeek\u6216\u6210\u4e3a\u4e2d\u7f8eAI\u7ade\u8d5b\u7684\u5173\u952e\u53d8\u91cf\uff0c\u52a0\u901f\u5168\u7403\u6280\u672f\u591a\u6781\u5316\u3002 \u00a0<\/mark><\/p>\n\n\n\n

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