![](\"https:\/\/img.takungpao.com\/2025\/0208\/2025020805021639563.jpg\")
<\/p>\n\n\n\n<\/p>\n\n\n\n
\u3000\u3000\u5716\uff1a\u76ee\u524d\uff0cDeepSeek\u4e0b\u8f09\u91cf\u6301\u7e8c\u6500\u5347\uff0c\u64da\u4f30\u8a08\uff0c\u4e00\u5468\u5167DeepSeek\u7db2\u7ad9\u7528\u6236\u6578\u91cf\u5c31\u8d85\u904e\u4e86\u8c37\u6b4c\u7684Gemini\u804a\u5929AI\u3002<\/p>\n\n\n\n
\u3000\u3000\u8fd1\u671f\uff0c\u570b\u7522AI\u5927\u6a21\u578bDeepSeek\u6a6b\u7a7a\u51fa\u4e16\uff0c\u50c5\u4ee5\u5e7e\u5341\u5206\u4e4b\u4e00\u7684\u6210\u672c\uff0c\u5c31\u9054\u5230\u8207\u5168\u7403\u9818\u5148\u7684ChatGPT\u6700\u65b0o1\u7248\u672c\u63a8\u7406\u6a21\u578b\u76f8\u7576\u7684\u5be6\u529b\u3002\u76ee\u524d\uff0cDeepSeek\u4e0b\u8f09\u91cf\u6301\u7e8c\u6500\u5347\uff0c\u64da\u7814\u7a76\u516c\u53f8SimilarWeb\u4f30\u8a08\uff0c\u5728\u77ed\u77ed\u4e00\u5468\u5167\uff0cDeepSeek\u7db2\u7ad9\u7684\u7528\u6236\u6578\u91cf\u5c31\u8d85\u904e\u4e86\u8c37\u6b4c\u7684Gemini\u804a\u5929AI\uff0c\u800c\u5f8c\u8005\u5df2\u7d93\u5b58\u5728\u4e86\u8fd1\u5169\u5e74\u3002\u4e00\u6642\u9593\uff0c\u5404\u754c\u773e\u8aaa\u7d1b\u7d1c\uff1aDeepSeek\u70ba\u4ec0\u9ebc\u9019\u9ebc\u725b\uff1f\u4f55\u4ee5\u5982\u6b64\uff1f\u662f\u5275\u65b0\u9084\u662f\u84b8\u993e\uff1f\u2026\u2026\u8af8\u5982\u6b64\u985e\u7684\u7591\u554f\u983b\u51fa\u3002<\/p>\n\n\n\n
\u3000\u3000\u4eba\u5de5\u667a\u80fd\u5c08\u5bb6\u9ad8\u98db\u9577\u671f\u8ddf\u8e64\u7814\u7a76ChatGPT\u8207DeepSeek\u7684\u767c\u5c55\u8ecc\u8de1\uff0c\u4ed6\u5728\u63a5\u53d7\u5927\u516c\u5831\u7368\u5bb6\u5c08\u8a2a\u6642\uff0c\u5f9e\u6280\u8853\u808c\u7406\u8207\u8ad6\u6587\u7814\u7a76\u539f\u9ede\u51fa\u767c\uff0c\u7834\u8b6f\u300c\u6df1\u5ea6\u6c42\u7d22\u300d\u6210\u529f\u7684\u57fa\u56e0\u5bc6\u78bc\uff0c\u63ed\u5bc6DeepSeek\u4f4e\u6210\u672c\u3001\u9ad8\u6027\u80fd\u7684\u539f\u56e0\u3002\u4ed6\u9084\u8868\u793a\uff0cDeepSeek-R1\u300c\u51fa\u5708\u300d\uff0c\u5f97\u76ca\u65bc\u9ad8\u6027\u80fd\u3001\u4f4e\u6210\u672c\u3001\u5f37\u958b\u653e\u4e09\u500b\u56e0\u7d20\uff0c\u9019\u8207\u7f8e\u570b\u9589\u6e90\u3001\u6536\u8cbb\u3001\u9ad8\u6210\u672c\u7684ChatGPT\u5f62\u6210\u9bae\u660e\u5c0d\u6bd4\u3002<\/p>\n\n\n\n
\u3000\u3000\u4e09\u5927\u5275\u65b0\u51dd\u7149DeepSeek \u300c\u6771\u65b9\u795e\u79d8\u529b\u91cf\u300d<\/p>\n\n\n\n
\u3000\u3000\u8a18\u8005\uff1aDeepSeek\u662f\u5982\u4f55\u5be6\u73fe\u4f4e\u6210\u672c\u7684\uff1f<\/p>\n\n\n\n
\u3000\u3000\u9ad8\u98db\uff1aDeepSeek\u7684\u4f4e\u6210\u672c\u5f97\u76ca\u65bc\u5176\u5275\u65b0\u6027\uff0c\u5b83\u6253\u7834\u4e86\u300c\u53ea\u6709\u9760\u6700\u5148\u9032\u786c\u4ef6\u624d\u80fd\u8a13\u7df4\u51fa\u524d\u6cbf\u6a21\u578b\u300d\u7684\u50b3\u7d71\u89c0\u5ff5\u3002DeepSeek\u5718\u968a\u5229\u7528\u6709\u9650\u7684\u8cc7\u6e90\uff0c\u901a\u904e\u5275\u65b0\u7684\u65b9\u5f0f\uff0c\u8a13\u7df4\u51fa\u4e86\u4ee5\u300c\u6e2c\u8a66\u6642\u9593\u8a08\u7b97\u300d\u65b9\u5f0f\u904b\u884c\u7684\u63a8\u7406\u6a21\u578b\uff0c\u4e26\u5c0d\u6a19OpenAI\u6700\u5148\u9032\u7684o\u7cfb\u5217\u6a21\u578b\uff0c\u5be6\u73fe\u4e86\u770b\u4f3c\u300c\u4e0d\u53ef\u80fd\u300d\u7684\u300c\u4f4e\u6210\u672c+\u9ad8\u6027\u80fd\u300d\u6975\u9650\u7d44\u5408\uff0c\u4e26\u63d0\u4f9b\u958b\u6e90\u4ee3\u78bc\uff0c\u8b93\u4f01\u696d\u3001\u500b\u4eba\u53ef\u4ee5\u5728\u672c\u5730\u7b97\u529b\u8a2d\u65bd\u4e0a\u90e8\u7f72\u514d\u8cbb\u4f7f\u7528\u3002\u6240\u4ee5\uff0c\u5b83\u7684\u4f4e\u6210\u672c\u4e0d\u662f\u300c\u56e0\u300d\uff0c\u800c\u662f\u300c\u679c\u300d\uff0c\u4e14\u662f\u300c\u679c\u300d\u4e4b\u4e00\u3002<\/p>\n\n\n\n
\u3000\u3000\u5927\u6a21\u578b\u7684\u300c\u5927\u300d\uff0c\u5176\u5be6\u662f\u5927\u7b97\u529b\u3001\u5927\u53c3\u6578\u3001\u5927\u6578\u64da\u3002\u6bcf\u4e00\u500b\u5927\uff0c\u90fd\u610f\u5473\u7740\u9ad8\u6210\u672c\u3002DeepSeek\u5728\u7d04\u675f\u689d\u4ef6\u4e0b\uff0c\u505a\u4e86\u6975\u9650\u5275\u65b0\uff0c\u6e1b\u5c11\u7b97\u529b\u9700\u6c42\u3001\u6e1b\u5c11\u53c3\u6578\u6578\u91cf\u3001\u964d\u4f4e\u6578\u64da\u898f\u6a21\u3002\u9019\u662f\u5728\u8cc7\u6e90\u4e0a\u505a\u6e1b\u6cd5\uff0c\u4f46\u537b\u4e0d\u5c0d\u6027\u80fd\u6709\u4efb\u4f55\u59a5\u5354\u3002\u6240\u4ee5\uff0cDeepSeek\u4e0d\u50c5\u300c\u4f4e\u6210\u672c\u300d\uff0c\u9084\u6709\u300c\u9ad8\u6027\u80fd\u300d\uff0c\u4ee5\u53ca\u958b\u6e90\u6a21\u5f0f\u7684\u300c\u5f37\u958b\u653e\u300d\u3002<\/p>\n\n\n\n
\u3000\u3000\u9019\u6b21OpenAI\u8ddf\u96a8DeepSeek-R1\u767c\u5e03o3 Mini\u6a21\u578b\uff0cCEO\u5c71\u59c6\uff0e\u5967\u7279\u66fc\u627f\u8a8d\u5176\u5c0d\u65bc\u958b\u6e90\u7684\u5224\u65b7\u6709\u8aa4\uff0c\u7ad9\u5728\u4e86\u300c\u6b77\u53f2\u932f\u8aa4\u7684\u4e00\u908a\u300d\u3002\u8a00\u5916\u4e4b\u610f\uff0cOpenAI\u53ef\u80fd\u4e5f\u6703\u5728\u672a\u4f86\u8003\u616e\u5c0d\u5176\u6a21\u578b\u5168\u90e8\u6216\u8005\u90e8\u5206\u958b\u6e90\u3002\u56e0\u6b64\uff0cDeepSeek-R1\u6a21\u578b\u7684\u6210\u529f\uff0c\u4e0d\u50c5\u662f\u6280\u8853\u5275\u65b0\u7684\u6210\u529f\uff0c\u66f4\u662f\u6280\u8853\u958b\u653e\u7684\u6210\u529f\u3002<\/p>\n\n\n\n
\u3000\u3000\u5be6\u73fe\u5f37\u5316\u5b78\u7fd2\u6cd5 \u8b93\u7528\u5bb6\u770b\u5230\u300c\u5167\u5fc3\u6232\u300d<\/p>\n\n\n\n
\u3000\u3000\u8a18\u8005\uff1aDeepSeek-R1\u517c\u5177\u4f4e\u6210\u672c\u548c\u8d85\u9ad8\u6027\u80fd\uff0c\u66f4\u5728\u4f4e\u6210\u672c\u7684\u524d\u63d0\u4e0b\u5be6\u73fe\u5c0d\u6a19OpenAI o\u7cfb\u5217\u6a21\u578b\uff0c\u9019\u7a76\u7adf\u662f\u600e\u9ebc\u505a\u5230\u7684\u5462\uff1f<\/p>\n\n\n\n
\u3000\u3000\u9ad8\u98db\uff1aDeepSeek-R1\u6a21\u578b\u4ee3\u8868\u4e86\u9ad8\u6027\u80fd\u3001\u65b0\u601d\u7dad\u7684\u7a81\u7834\u3002\u5927\u5bb6\u77e5\u9053\uff0cOpenAI\u7684o\u7cfb\u5217\u6a21\u578b\u662f\u4e00\u7a2e\u6e2c\u8a66\u6642\u9593\u8a08\u7b97\uff08Test-Time Computation\uff09\u6a21\u578b\uff0c\u6a21\u578b\u5728\u63a8\u7406\u968e\u6bb5\uff08Inference Phase\uff09\u6703\u57f7\u884c\u8a08\u7b97\u7684\u65b9\u5f0f\u3002\u8868\u73fe\u5728\u4f7f\u7528\u4e0a\uff0c\u5c31\u662f\u6a21\u578b\u4e0d\u6703\u7acb\u523b\u56de\u7b54\u7528\u6236\u7684\u554f\u984c\uff0c\u800c\u662f\u6839\u64da\u554f\u984c\u96e3\u5ea6\uff0c\u7d93\u904e\u4e00\u756a\u601d\u8003\uff08\u901a\u5e38\u662f\u5e7e\u5341\u79d2\uff09\uff0c\u7d66\u51fa\u9ad8\u8cea\u91cf\u7b54\u6848\u3002<\/p>\n\n\n\n
\u3000\u3000DeepSeek R1\u4f7f\u7528\u4e86\u4e00\u7a2e\u5275\u65b0\u7684\u5f37\u5316\u5b78\u7fd2\uff08RL\uff09\u65b9\u6cd5\uff0c\u5be6\u73fe\u4e86\u8a72\u7a2e\u6a21\u578b\u7684\u8a13\u7df4\u3002\u6700\u7d42\u5be6\u73fe\u7684\u6548\u679c\u662f\uff0c\u7576\u4f60\u63d0\u554fDeepSeek-R1\uff0c\u5b83\u770b\u4f3c\u662f\u6700\u7d42\u7d66\u4f60\u4e00\u500b\u7b54\u6848\uff0c\u4f46\u5176\u5be6\u6a21\u578b\u6709\u5927\u91cf\u7684\u300c\u5167\u5fc3\u6232\u300d\uff0c\u662f\u7d93\u904e\u53cd\u8986\u63a8\u6572\u3001\u591a\u6b65\u601d\u8003\uff0c\u6700\u7d42\u7d66\u51fa\u4e00\u500b\u76f8\u5c0d\u5b8c\u7f8e\u7684\u7b54\u6848\u3002\u5728\u5b78\u8853\u4e0a\uff0c\u9019\u500b\u904e\u7a0b\u53eb\u601d\u7dad\u93c8\uff08Chain of thought\uff09\u3002<\/p>\n\n\n\n
\u3000\u3000\u8a18\u8005\uff1a\u53ef\u5426\u5f9e\u6280\u8853\u808c\u7406\u5c64\u9762\u70ba\u6211\u5011\u89e3\u8b80\uff0cDeepSeek\u7684\u9ad8\u6027\u80fd\u4e3b\u8981\u6e90\u65bc\u4f55\u7a2e\u6280\u8853\u5275\u65b0\u5462\uff1f<\/p>\n\n\n\n
\u3000\u3000\u6e1b\u5c11\u6d88\u8017\u5206\u5de5\u660e\u78ba\u300c\u9910\u5ef3\u6a21\u5f0f\u300d<\/p>\n\n\n\n
\u3000\u3000\u9ad8\u98db\uff1aDeepSeek\u6240\u64c1\u6709\u7684\u300c\u6771\u65b9\u795e\u79d8\u529b\u91cf\u300d\u2500\u9ad8\u6027\u80fd\uff0c\u4e3b\u8981\u4f86\u81ea\u6df7\u5408\u5c08\u5bb6\u6a21\u578b\uff08MoE\uff09\u3001\u591a\u6a19\u8a18\u9810\u6e2c\uff08MTP\uff09\u548c\u591a\u982d\u6f5b\u5728\u6ce8\u610f\u529b\u6a5f\u5236\uff08MLA\uff09\u7b49\u4e09\u5927\u6280\u8853\u7684\u5275\u65b0\u3002\u5176\u4e2d\uff0cMoE\u6280\u8853\u5be6\u73fe\u4e86DeepSeek\u5728\u53c3\u6578\u4e0a\u7684\u7cbe\u7c21\u3002\u4f8b\u5982\uff0c\u53bb\u5e74\u5e95\u767c\u5e03\u7684DeepSeek-V3\uff0c\u5c31\u662fDeepSeek\u5718\u968a\u63a1\u53d6\u6df7\u5408\u5c08\u5bb6\u6a21\u578b\u7684\u6a21\u5f0f\uff0c\u5c07\u5927\u6a21\u578b\u5206\u6210\u591a\u500b\u300c\u5c08\u5bb6\u300d\u5b50\u6a21\u578b\uff0c\u5c07DeepSeek-V3\u7684671B\u53c3\u6578\u9032\u884c\u62c6\u89e3\uff0c\u6bcf\u500b\u5b50\u6a21\u578b\u7684\u53c3\u6578\u91cf\u5927\u7d04\u53ea\u670937B\uff08\u7e3d\u53c3\u6578\u76841\/20\uff09\uff0c\u4e14\u64c5\u9577\u4e0d\u540c\u9818\u57df\u7684\u77e5\u8b58\u3002\u9019\u6a23\uff0c\u91dd\u5c0d\u4e0d\u540c\u7684\u8f38\u5165\u6578\u64da\uff0c\u6a21\u578b\u6703\u52d5\u614b\u5730\u9078\u64c7\u6700\u5408\u9069\u7684\u90e8\u5206\u5c08\u5bb6\u4f86\u53c3\u8207\u8a08\u7b97\uff0c\u81ea\u7136\u5c31\u6e1b\u5c11\u4e86\u8cc7\u6e90\u6d88\u8017\u3002<\/p>\n\n\n\n
\u3000\u3000\u8a18\u8005\uff1a\u53ef\u4ee5\u8209\u4e00\u500b\u5f62\u8c61\u7684\u4f8b\u5b50\uff0c\u89e3\u91cb\u4e00\u4e0bMoE\u6280\u8853\u662f\u5982\u4f55\u904b\u884c\u7684\u55ce\uff1f<\/p>\n\n\n\n
\u3000\u3000\u9ad8\u98db\uff1a\u8a13\u7df4\u5927\u6a21\u578b\u5c31\u50cf\u9ede\u83dc\uff0c\u7f8e\u570b\u7684\u4e3b\u6d41\u5927\u6a21\u578b\u5c31\u50cf\u4e00\u500b\u6709100\u500b\u6a94\u53e3\u7684\u5927\u724c\u6a94\uff0c\u7528\u6236\u9ede\u4e00\u4efd\u62ab\u85a9\uff0c\u6240\u6709\u5eda\u5e2b\u3001\u670d\u52d9\u751f\u90fd\u8981\u52d5\u8d77\u4f86\u3002\u800cMoE\u6280\u8853\u5c31\u76f8\u7576\u65bc\u7d44\u7e54\u5206\u985e\uff0c\u7528\u6236\u540c\u6a23\u9ede\u4e00\u4efd\u62ab\u85a9\uff0c\u897f\u9910\u6a94\u53e3\u53ea\u8abf\u52d5\u76f8\u61c9\u7684\u897f\u9910\u5eda\u5e2b\u548c\u670d\u52d9\u751f\uff0c\u5176\u4ed6\u6a94\u53e3\u4e26\u4e0d\u53d7\u5230\u64fe\u52d5\uff0c\u56e0\u6b64\u5fd9\u800c\u4e0d\u4e82\uff0c\u4e95\u7136\u6709\u5e8f\u3002\u5f9e\u7c97\u653e\u5f0f\u7ba1\u7406\u5230\u7cbe\u7d30\u5316\u6a21\u5f0f\uff0c\u5373\u5c08\u5bb6\u6a21\u5f0f\uff0c\u5176\u5be6\u5c31\u662f\u63d0\u5347\u6a21\u578b\u7684\u7d44\u7e54\u5275\u65b0\u529b\u3002<\/p>\n\n\n\n
\u3000\u3000\u540c\u6b65\u70ae\u88fd \u5f8c\u5eda\u300c\u9810\u5224\u5f0f\u505a\u98ef\u300d<\/p>\n\n\n\n
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