\u2728\u3010\u6458\u8981\u3011DeepSeek\u4ee5\u521b\u65b0\u6280\u672f\u3001\u6df1\u5ea6\u672c\u571f\u5316\u548c\u884c\u4e1a\u8d4b\u80fd\uff0c\u6210\u4e3a\u4e2d\u6587AI\u5927\u6a21\u578b\u9886\u57df\u7684\u4f7c\u4f7c\u8005\uff0c\u63a8\u52a8\u4e2d\u56fdAI\u751f\u6001\u5168\u7403\u5316\u53d1\u5c55\u3002<\/p>\n\n\n\n
\ud83e\udde9\u4e00\u3001\u5f15\u8a00\uff1a\u4e2d\u6587AI\u7684\u201c\u5df4\u522b\u5854\u56f0\u5883\u201d\u4e0eDeepSeek\u7684\u4e2d\u56fd\u65b9\u6848
\u5728\u5168\u7403\u5927\u6a21\u578b\u7ade\u8d5b\u4e2d\uff0c\u4e2d\u6587\u5904\u7406\u9762\u4e34\u65e0\u7a7a\u683c\u5206\u8bcd\u3001\u590d\u6742\u8bed\u6cd5\u3001\u6587\u5316\u9690\u55bb\u3001\u65b9\u8a00\u591a\u6837\u6027\u3001\u653f\u7b56\u5408\u89c4\u6027\u7b49\u72ec\u7279\u6311\u6218\uff0c\u5f62\u6210\u4e86\u201c\u4e2d\u6587\u5df4\u522b\u5854\u56f0\u5883\u201d\u3002\u56fd\u9645\u4e3b\u6d41\u6a21\u578b\u5982GPT-4\u3001Claude\u7b49\u867d\u5728\u591a\u8bed\u79cd\u652f\u6301\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u4f46\u5728\u4e2d\u6587\u672c\u571f\u5316\u3001\u6587\u5316\u9002\u914d\u3001\u4e13\u4e1a\u9886\u57df\u6df1\u5ea6\u7b49\u65b9\u9762\u4ecd\u6709\u77ed\u677f\u3002DeepSeek\u6b63\u662f\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\u5e94\u8fd0\u800c\u751f\uff0c\u901a\u8fc7\u7cfb\u7edf\u6027\u6280\u672f\u7a81\u7834\u4e0e\u672c\u571f\u5316\u7b56\u7565\uff0c\u642d\u5efa\u8d77\u8fde\u63a5\u6280\u672f\u80fd\u529b\u4e0e\u6587\u5316\u8ba4\u77e5\u7684\u6865\u6881\uff0c\u6210\u4e3a\u4e2d\u6587AI\u751f\u6001\u8fdb\u5316\u7684\u201c\u4e2d\u56fd\u65b9\u6848\u201d\u3002<\/p>\n\n\n\n
\ud83d\udd27\u4e8c\u3001\u6280\u672f\u67b6\u6784\u4e0e\u4e2d\u6587\u672c\u571f\u5316\u4f18\u5316\uff1a\u5de5\u7a0b\u9769\u547d\u7684\u57fa\u77f3
2.1 \ud83e\udde0\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\u4e0e\u52a8\u6001\u8def\u7531\u673a\u5236
DeepSeek\u91c7\u7528\u5148\u8fdb\u7684\u6df7\u5408\u4e13\u5bb6\uff08MoE, Mixture of Experts\uff09\u67b6\u6784\uff0c\u7ed3\u5408\u52a8\u6001\u8def\u7531\u673a\u5236\uff0c\u5b9e\u73b0\u4e86\u6a21\u578b\u5728\u4e2d\u6587\u957f\u6587\u672c\u7406\u89e3\u3001\u591a\u8f6e\u5bf9\u8bdd\u548c\u590d\u6742\u4efb\u52a1\u5904\u7406\u4e2d\u7684\u663e\u8457\u63d0\u5347\u3002MoE\u67b6\u6784\u901a\u8fc7\u5f15\u5165\u591a\u4e2a\u201c\u4e13\u5bb6\u201d\u5b50\u7f51\u7edc\uff0c\u6839\u636e\u8f93\u5165\u5185\u5bb9\u52a8\u6001\u9009\u62e9\u6700\u5408\u9002\u7684\u4e13\u5bb6\u53c2\u4e0e\u63a8\u7406\uff0c\u6709\u6548\u63d0\u5347\u4e86\u6a21\u578b\u7684\u8868\u8fbe\u80fd\u529b\u548c\u63a8\u7406\u6df1\u5ea6\u3002<\/p>\n\n\n\n
\ud83c\udf08\u52a8\u6001\u8def\u7531\u673a\u5236\uff1a\u6839\u636e\u8f93\u5165\u5185\u5bb9\u7684\u8bed\u4e49\u7279\u5f81\uff0c\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\uff0c\u63d0\u5347\u6a21\u578b\u5728\u591a\u6837\u5316\u4e2d\u6587\u573a\u666f\u4e0b\u7684\u9002\u5e94\u6027\u3002<\/p>\n\n\n\n
\ud83e\udde9\u4e13\u5bb6\u5b50\u7f51\u7edc\u4f18\u5316\uff1a\u9488\u5bf9\u4e2d\u6587\u8bed\u8a00\u7279\u70b9\uff0c\u5b9a\u5236\u5316\u8bbe\u8ba1\u4e13\u5bb6\u5b50\u7f51\u7edc\uff0c\u63d0\u5347\u5bf9\u6210\u8bed\u3001\u6b47\u540e\u8bed\u3001\u53e4\u6587\u7b49\u9ad8\u8bed\u5883\u4f9d\u8d56\u5185\u5bb9\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p>\n\n\n\n
\ud83d\udee0\u591a\u4efb\u52a1\u534f\u540c\uff1a\u652f\u6301\u540c\u65f6\u5904\u7406\u6587\u672c\u751f\u6210\u3001\u60c5\u611f\u5206\u6790\u3001\u77e5\u8bc6\u68c0\u7d22\u7b49\u590d\u5408\u4efb\u52a1\u3002<\/p>\n\n\n\n
\u5728128K\u8d85\u957f\u6587\u672c\u5904\u7406\u573a\u666f\u4e0b\uff0cDeepSeek\u5b9e\u73b0\u4e86\u8bed\u4e49\u8fde\u8d2f\u6027\u63d0\u5347\u3001\u63a8\u7406\u6548\u7387\u7a81\u7834\uff08\u54cd\u5e94\u901f\u5ea6\u8f83ChatGPT Turbo\u63d0\u534740%\uff0c\u786c\u4ef6\u6210\u672c\u964d\u4f4e30%\uff09\uff0c\u5e76\u5728\u6cd5\u5f8b\u5408\u540c\u5ba1\u67e5\u7b49\u573a\u666f\u4e2d\uff0c\u6761\u6b3e\u5173\u8054\u5206\u6790\u901f\u5ea6\u8fbe\u5230GPT-4\u76841.7\u500d\uff0c\u9519\u8bef\u7387\u964d\u4f4e23%\u3002<\/p>\n\n\n\n
2.2 \ud83c\udfc6\u4e2d\u6587\u8bed\u8a00\u6a21\u578b\u7684\u4e09\u5927\u6280\u672f\u521b\u65b0
\ud83c\udfee\u52a8\u6001\u5206\u8bcd\u5f15\u64ce\uff1a\u9488\u5bf9\u4e2d\u6587\u65e0\u7a7a\u683c\u7279\u6027\uff0c\u5f00\u53d1\u57fa\u4e8e\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u667a\u80fd\u5206\u8bcd\u7cfb\u7edf\uff0c\u5728\u53e4\u6587\u3001\u7f51\u7edc\u7528\u8bed\u7b49\u7279\u6b8a\u573a\u666f\u4e0b\uff0c\u5206\u8bcd\u51c6\u786e\u7387\u63d0\u5347\u81f398.3%\uff08\u8f83\u4f20\u7edf\u6a21\u578b\u63d0\u534715%\uff09\u3002<\/p>\n\n\n\n
\ud83c\udfee\u6587\u5316\u8bed\u4e49\u56fe\u8c31\uff1a\u6784\u5efa\u5305\u542b3000+\u6587\u5316\u7b26\u53f7\u7684\u77e5\u8bc6\u7f51\u7edc\uff0c\u5b9e\u73b0\u6210\u8bed\u7406\u89e3\u51c6\u786e\u738792.6%\uff08GPT-4\u4e3a84.5%\uff09\u3001\u65b9\u8a00\u8bc6\u522b\u8986\u76d6\u5168\u56fd78\u79cd\u5730\u65b9\u53d8\u4f53\u3001\u7f51\u7edc\u65b0\u8bcd\u66f4\u65b0\u65f6\u6ede<24\u5c0f\u65f6\u3002<\/p>\n\n\n\n
\ud83c\udfee\u5408\u89c4\u6027\u8fc7\u6ee4\u7cfb\u7edf\uff1a\u901a\u8fc7\u4e09\u7ea7\u6570\u636e\u6e05\u6d17+\u5b9e\u65f6\u653f\u7b56\u76d1\u63a7\uff0c\u786e\u4fdd\u8f93\u51fa\u5185\u5bb9\u5408\u89c4\u7387>99.8%\uff0c\u654f\u611f\u4fe1\u606f\u8bef\u62a5\u7387<0.02%\u3002<\/p>\n\n\n\n
2.3 \ud83c\udfc3\u200d\u2642\ufe0f\u8d85\u957f\u4e0a\u4e0b\u6587\u4e0e\u9ad8\u6548\u63a8\u7406\ud83c\udfc3
DeepSeek\u652f\u6301128K\u8d85\u957f\u4e0a\u4e0b\u6587\u5904\u7406\uff0c\u63a8\u7406\u901f\u5ea6\u63d0\u534730%\uff0c\u786c\u4ef6\u6210\u672c\u964d\u4f4e40%\uff0c\u5728\u540c\u7b49\u53c2\u6570\u89c4\u6a21\u4e0b\u54cd\u5e94\u5ef6\u8fdf\u8f83ChatGPT Turbo\u51cf\u5c1140%\u3002\u8fd9\u4e00\u80fd\u529b\u4e3a\u6cd5\u5f8b\u3001\u91d1\u878d\u3001\u533b\u7597\u7b49\u9700\u8981\u5904\u7406\u5927\u89c4\u6a21\u6587\u6863\u7684\u884c\u4e1a\u5e94\u7528\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n\n\n\n
\ud83d\udcda\u4e09\u3001\u8bed\u6599\u5e93\u5efa\u8bbe\u4e0e\u6587\u5316\u6df1\u5ea6\u878d\u5408\uff1a\u6839\u690d\u672c\u571f\u7684\u7075\u9b42<\/p>\n\n\n\n
3.1 \ud83c\udf0f\u591a\u5143\u5316\u8bed\u6599\u5e93\u6784\u5efa<\/p>\n\n\n\n
DeepSeek\u7684\u8bad\u7ec3\u8bed\u6599\u5e93\u7cfb\u7edf\u6027\u5730\u878d\u5165\u4e86\u4e2d\u56fd\u4f20\u7edf\u6587\u5316\u3001\u4e3b\u6d41\u5a92\u4f53\u3001\u653f\u7b56\u6587\u4ef6\u3001\u7f51\u7edc\u8bed\u5883\u7b49\u591a\u5143\u5185\u5bb9\uff0c\u786e\u4fdd\u6a21\u578b\u5177\u5907\u5e7f\u6cdb\u7684\u77e5\u8bc6\u8986\u76d6\u548c\u6df1\u539a\u7684\u6587\u5316\u5e95\u8574\u3002<\/p>\n\n\n\n
\u4f20\u7edf\u6587\u5316\u5178\u7c4d\uff1a\u300a\u8bba\u8bed\u300b\u300a\u53f2\u8bb0\u300b\u300a\u7ea2\u697c\u68a6\u300b\u7b49\uff0c\u63d0\u5347\u6a21\u578b\u5bf9\u4e2d\u56fd\u53e4\u5178\u6587\u5b66\u3001\u5386\u53f2\u4e8b\u4ef6\u548c\u4f20\u7edf\u601d\u60f3\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p>\n\n\n\n
\u4e3b\u6d41\u5a92\u4f53\u4e0e\u653f\u7b56\u6587\u4ef6\uff1a\u6db5\u76d6\u4eba\u6c11\u65e5\u62a5\u3001\u65b0\u534e\u793e\u7b49\u6743\u5a01\u5a92\u4f53\u62a5\u9053\u53ca\u653f\u7b56\u6cd5\u89c4\uff0c\u786e\u4fdd\u6a21\u578b\u8f93\u51fa\u5185\u5bb9\u7684\u6743\u5a01\u6027\u548c\u5408\u89c4\u6027\u3002<\/p>\n\n\n\n
\u7f51\u7edc\u8bed\u5883\u4e0e\u6d41\u884c\u6587\u5316\uff1a\u5927\u91cf\u91c7\u96c6\u7f51\u7edc\u70ed\u8bcd\u3001\u6d41\u884c\u8bed\u3001\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u5f53\u4ee3\u4e2d\u6587\u8868\u8fbe\u548c\u9752\u5e74\u6587\u5316\u7684\u9002\u5e94\u80fd\u529b\u3002<\/p>\n\n\n\n
3.2 \ud83d\udee1\u4e09\u91cd\u6570\u636e\u8fc7\u6ee4\u4e0e\u5408\u89c4\u4fdd\u969c<\/p>\n\n\n\n
\u4e3a\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u548c\u5408\u89c4\u6027\uff0cDeepSeek\u91c7\u7528\u4e09\u91cd\u6570\u636e\u8fc7\u6ee4\u673a\u5236\uff0c\u6570\u636e\u5408\u89c4\u7387\u8d85\u8fc799.8%\uff0c\u6709\u6548\u964d\u4f4e\u654f\u611f\u5185\u5bb9\u8f93\u51fa\u98ce\u9669\u3002<\/p>\n\n\n\n
\u81ea\u52a8\u5316\u654f\u611f\u8bcd\u8fc7\u6ee4\uff1a\u7ed3\u5408\u89c4\u5219\u5e93\u4e0e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u81ea\u52a8\u8bc6\u522b\u5e76\u8fc7\u6ee4\u654f\u611f\u8bcd\u6c47\u548c\u4e0d\u5f53\u5185\u5bb9\u3002<\/p>\n\n\n\n
\u4eba\u5de5\u5ba1\u6838\u4e0e\u591a\u8f6e\u6821\u9a8c\uff1a\u5f15\u5165\u591a\u8f6e\u4eba\u5de5\u5ba1\u6838\uff0c\u786e\u4fdd\u9ad8\u98ce\u9669\u5185\u5bb9\u88ab\u5f7b\u5e95\u5254\u9664\u3002<\/p>\n\n\n\n
\u52a8\u6001\u66f4\u65b0\u4e0e\u5b9e\u65f6\u76d1\u63a7\uff1a\u6839\u636e\u653f\u7b56\u53d8\u5316\u548c\u793e\u4f1a\u70ed\u70b9\uff0c\u52a8\u6001\u8c03\u6574\u8fc7\u6ee4\u89c4\u5219\uff0c\u4fdd\u969c\u6a21\u578b\u8f93\u51fa\u7684\u65f6\u6548\u6027\u548c\u5408\u89c4\u6027\u3002<\/p>\n\n\n\n
3.3 \ud83c\udfde\u6587\u5316\u80cc\u666f\u4e0e\u751f\u6d3b\u573a\u666f\u6df1\u5ea6\u878d\u5408<\/p>\n\n\n\n
DeepSeek\u4e0d\u4ec5\u80fd\u51c6\u786e\u89e3\u6790\u6210\u8bed\u3001\u6b47\u540e\u8bed\u3001\u4fd7\u8bed\uff0c\u8fd8\u80fd\u8865\u5145\u5176\u6587\u5316\u80cc\u666f\u548c\u751f\u6d3b\u573a\u666f\u3002\u4f8b\u5982\uff0c\u5728\u89e3\u91ca\u201c\u590f\u5929\u7684\u68c9\u88ab\u2014\u2014\u76d6\u4e0d\u4f4f\u201d\u8fd9\u7c7b\u6b47\u540e\u8bed\u65f6\uff0cDeepSeek\u4f1a\u7ed3\u5408\u5730\u57df\u548c\u751f\u6d3b\u5b9e\u9645\u8fdb\u884c\u8bf4\u660e\uff0c\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u5176\u80cc\u540e\u7684\u6587\u5316\u5185\u6db5\u3002\u5bf9\u4e8e\u4f20\u7edf\u8282\u65e5\u3001\u5386\u53f2\u4e8b\u4ef6\u7b49\u5185\u5bb9\uff0cDeepSeek\u80fd\u533a\u5206\u5357\u5317\u5dee\u5f02\uff0c\u8f93\u51fa\u66f4\u5177\u672c\u571f\u7279\u8272\u548c\u6587\u5316\u8ba4\u540c\u611f\u7684\u6587\u672c\u3002<\/p>\n\n\n\n
3.4 \ud83c\udf0d\u6587\u5316\u8f93\u51fa\u7684\u201c\u4fe1\u8fbe\u96c5\u201d\u5b9e\u8df5<\/p>\n\n\n\n
\u5728\u56fd\u9645\u4ea4\u6d41\u573a\u5408\uff0cDeepSeek\u80fd\u591f\u5b9e\u73b0\u591a\u7ef4\u5ea6\u7684\u6587\u5316\u8f93\u51fa\u3002\u4f8b\u5982\uff0c\u5728\u6155\u5c3c\u9ed1\u5b89\u5168\u4f1a\u8bae\u4e0a\uff0cDeepSeek\u5c06\u201c\u97ec\u5149\u517b\u6666\u201d\u5206\u522b\u4ee5\u76f4\u8bd1\u3001\u610f\u8bd1\u548c\u6587\u5316\u6ce8\u89e3\u4e09\u79cd\u65b9\u5f0f\u8f93\u51fa\uff0c\u6781\u5927\u63d0\u5347\u4e86\u8de8\u6587\u5316\u4f20\u64ad\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\u3002\u8fd9\u79cd\u591a\u7ef4\u5ea6\u8f93\u51fa\u6a21\u5f0f\uff0c\u4f7f\u8de8\u6587\u5316\u4f20\u64ad\u6548\u7387\u63d0\u534740%\u3002<\/p>\n\n\n\n
\ud83c\udfe2\u56db\u3001\u4e13\u4e1a\u9886\u57df\u4e0e\u884c\u4e1a\u9002\u914d\u80fd\u529b\uff1a\u5782\u76f4\u573a\u666f\u7684\u7cbe\u51c6\u8d4b\u80fd<\/p>\n\n\n\n
4.1 \ud83c\udfe6\u591a\u884c\u4e1a\u5b9a\u5236\u5316\u8bad\u7ec3
DeepSeek\u5728\u91d1\u878d\u3001\u533b\u7597\u3001\u6cd5\u5f8b\u3001\u6559\u80b2\u7b49\u5782\u76f4\u9886\u57df\u8fdb\u884c\u4e86\u5b9a\u5236\u5316\u8bad\u7ec3\uff0c\u652f\u6301200+\u79cd\u4e13\u4e1a\u9886\u57df\u4e2d\u6587\u672f\u8bed\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u5728\u4e13\u4e1a\u573a\u666f\u4e0b\u7684\u5e94\u7528\u4ef7\u503c\u3002<\/p>\n\n\n\n
\u91d1\u878d\u9886\u57df\uff1a\u6c5f\u82cf\u94f6\u884c\u901a\u8fc7DeepSeek\u5b9e\u73b0\u5408\u540c\u8d28\u68c0\u81ea\u52a8\u5316\uff0c\u4fe1\u8d37\u6750\u6599\u8bc6\u522b\u51c6\u786e\u7387\u63d0\u5347\u81f397%\uff0c\u6750\u6599\u5206\u6790\u65f6\u95f4\u4ece4\u5c0f\u65f6\u538b\u7f29\u81f318\u5206\u949f\uff0c\u653f\u7b56\u6761\u6b3e\u5339\u914d\u51c6\u786e\u7387\u8fbe99.2%\u3002<\/p>\n\n\n\n
\u533b\u7597\u9886\u57df\uff1a\u6df1\u5733\u5e02\u9f99\u5c97\u533a\u5987\u5e7c\u4fdd\u5065\u9662\u5229\u7528DeepSeek\u5f00\u53d1\u667a\u80fd\u95ee\u7b54\u7cfb\u7edf\uff0c\u6574\u5408205\u4e07\u5b57\u533b\u5b66\u6587\u732e\uff0c\u95ee\u7b54\u51c6\u786e\u7387\u63d0\u5347\u81f393%\uff0c\u75c5\u5386\u7ed3\u6784\u5316\u4fe1\u606f\u63d0\u53d6\u6548\u7387\u63d0\u534780%\uff0c\u60a3\u8005\u6ee1\u610f\u5ea6\u8fbe91.4%\u3002<\/p>\n\n\n\n
\u6559\u80b2\u9886\u57df\uff1a\u201c\u661f\u706b\u52a9\u5b66\u201d\u7cfb\u7edf\u57fa\u4e8eDeepSeek\u5b9e\u73b0\u9519\u9898\u6839\u6e90\u8bca\u65ad\u529f\u80fd\uff0c\u8bca\u65ad\u51c6\u786e\u7387\u9ad8\u8fbe97%\uff0c\u5e73\u5747\u63d0\u5206\u901f\u5ea6\u52a0\u5feb35%\uff0c\u6559\u5e08\u5907\u8bfe\u65f6\u95f4\u51cf\u5c1160%\u3002<\/p>\n\n\n\n
\u6cd5\u5f8b\u9886\u57df\uff1a\u652f\u6301\u5408\u540c\u5ba1\u6838\u3001\u6cd5\u5f8b\u54a8\u8be2\u3001\u6848\u4ef6\u5206\u6790\u7b49\u5e94\u7528\uff0c\u52a9\u529b\u6cd5\u5f8b\u670d\u52a1\u6570\u5b57\u5316\u5347\u7ea7\u3002<\/p>\n\n\n\n
4.2 \ud83e\uddd1\u200d\u2696\ufe0f\u4e13\u4e1a\u672f\u8bed\u4e0e\u6210\u8bed\u7406\u89e3\u80fd\u529b
DeepSeek\u5728\u6210\u8bed\u7406\u89e3\u51c6\u786e\u7387\u4e0a\u6bd4GPT-4\u9ad88%\uff0c\u5728\u91d1\u878d\u3001\u6cd5\u5f8b\u7b49\u4e13\u4e1a\u573a\u666f\u4e2d\u51c6\u786e\u7387\u63d0\u534715-20%\u3002\u8fd9\u4e00\u4f18\u52bf\u6e90\u4e8e\u5176\u5927\u89c4\u6a21\u4e13\u4e1a\u8bed\u6599\u8bad\u7ec3\u548c\u591a\u5c42\u6b21\u8bed\u4e49\u5efa\u6a21\u80fd\u529b\u3002<\/p>\n\n\n\n
4.3 \ud83c\udfc5\u884c\u4e1a\u5e94\u7528\u6848\u4f8b\u5168\u666f
\u6c5f\u82cf\u94f6\u884c\uff1a\u65e5\u5747\u5904\u74063000+\u4efd\u5408\u540c\u6587\u4ef6\uff0c\u9519\u8bef\u68c0\u51fa\u7387\u63d0\u5347\u81f397%\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u4e1a\u52a1\u6548\u7387\u548c\u5408\u89c4\u6c34\u5e73\u3002<\/p>\n\n\n\n
\u9f99\u5c97\u533a\u5987\u5e7c\u4fdd\u5065\u9662\uff1a\u4ea7\u524d\u8bca\u65ad\u52a9\u624b\u3001\u75c5\u5386\u7ed3\u6784\u5316\u3001\u533b\u60a3\u6c9f\u901a\u4f18\u5316\uff0c\u60a3\u8005\u6ee1\u610f\u5ea6\u63d0\u534712%\u3002<\/p>\n\n\n\n
\u201c\u661f\u706b\u52a9\u5b66\u201d\u7cfb\u7edf\uff1a\u9519\u9898\u5206\u6790\u3001\u89e3\u9898\u8def\u5f84\u751f\u6210\u3001\u5b66\u4e60\u753b\u50cf\uff0c\u5e2e\u52a9\u5b66\u751f\u7cbe\u51c6\u5b9a\u4f4d\u5b66\u4e60\u8584\u5f31\u73af\u8282\u3002<\/p>\n\n\n\n
\ud83e\udde0\u4e94\u3001\u4e2d\u6587\u4efb\u52a1\u8868\u73b0\u4e0e\u4e3b\u6d41\u6a21\u578b\u5bf9\u6bd4\uff1a\u6027\u80fd\u5bf9\u51b3\u4e0e\u7528\u6237\u4f53\u9a8c
5.1 \ud83c\udfc6\u57fa\u51c6\u6d4b\u8bd5\u5168\u666f\u5bf9\u6bd4
\u5728\u4e2d\u6587\u8bed\u8a00\u7406\u89e3\u4e0e\u751f\u6210\u8bc4\u4f30\uff08CLUE\uff09\u4e2d\uff0cDeepSeek\u5728\u6587\u672c\u5206\u7c7b\u3001\u9605\u8bfb\u7406\u89e3\u3001\u5bf9\u8bdd\u751f\u6210\u3001\u6587\u5316\u9690\u55bb\u7406\u89e3\u7b49\u4efb\u52a1\u4e0a\u5747\u9886\u5148\u4e8eGPT-4\u548c\u6587\u5fc3\u4e00\u8a00\u7b49\u4e3b\u6d41\u6a21\u578b\u3002<\/p>\n\n\n\n
\u4efb\u52a1\u7c7b\u578b<\/p>\n\n\n\n
DeepSeek<\/p>\n\n\n\n
GPT-4<\/p>\n\n\n\n
\u6587\u5fc3\u4e00\u8a00<\/p>\n\n\n\n
\u6587\u672c\u5206\u7c7b<\/p>\n\n\n\n
92.3%<\/p>\n\n\n\n
89.1%<\/p>\n\n\n\n
90.8%<\/p>\n\n\n\n
\u9605\u8bfb\u7406\u89e3<\/p>\n\n\n\n
88.7%<\/p>\n\n\n\n
85.2%<\/p>\n\n\n\n
86.9%<\/p>\n\n\n\n
\u5bf9\u8bdd\u751f\u6210<\/p>\n\n\n\n
4.8\/5<\/p>\n\n\n\n
4.5\/5<\/p>\n\n\n\n
4.6\/5<\/p>\n\n\n\n
\u6587\u5316\u9690\u55bb\u7406\u89e3<\/p>\n\n\n\n
89.5%<\/p>\n\n\n\n
76.3%<\/p>\n\n\n\n
83.1%<\/p>\n\n\n\n
5.2 \ud83d\udcdd\u8bed\u8a00\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b
DeepSeek\u751f\u6210\u7684\u6587\u672c\u66f4\u7b26\u5408\u4e2d\u6587\u8868\u8fbe\u4e60\u60ef\uff0c\u80fd\u591f\u81ea\u7136\u4f7f\u7528\u53e3\u8bed\u5316\u8868\u8fbe\u3001\u7f51\u7edc\u70ed\u8bcd\u3001\u884c\u4e1a\u672f\u8bed\uff0c\u907f\u514d\u201c\u673a\u7ffb\u8154\u201d\u3002\u5728\u53e4\u6587\u3001\u8bd7\u8bcd\u3001\u6587\u5b66\u521b\u4f5c\u7b49\u4efb\u52a1\u4e2d\uff0cDeepSeek\u4e0d\u4ec5\u80fd\u8fd8\u539f\u539f\u6587\u610f\u5883\uff0c\u8fd8\u80fd\u6a21\u4eff\u540d\u5bb6\u98ce\u683c\uff0c\u5c55\u73b0\u5bf9\u4e2d\u56fd\u6587\u5b66\u7684\u6df1\u523b\u7406\u89e3\u3002<\/p>\n\n\n\n
5.3 \ud83d\udd17\u63a8\u7406\u4e0e\u591a\u8f6e\u5bf9\u8bdd\u80fd\u529b
DeepSeek\u652f\u6301\u201c\u601d\u7ef4\u94fe\u201d\u63a8\u7406\uff0c\u63a8\u7406\u8fc7\u7a0b\u900f\u660e\uff0c\u590d\u6742\u4efb\u52a1\u5904\u7406\u80fd\u529b\u7a81\u51fa\u3002\u591a\u8f6e\u5bf9\u8bdd\u8fde\u8d2f\u6027\u8bc4\u5206\u8fbe4.8\/5\uff0c\u63a5\u8fd1Claude\u7cfb\u5217\u6c34\u5e73\uff0c\u80fd\u591f\u5728\u957f\u5bf9\u8bdd\u573a\u666f\u4e0b\u4fdd\u6301\u903b\u8f91\u4e00\u81f4\u548c\u8bed\u4e49\u8fde\u8d2f\u3002<\/p>\n\n\n\n
5.4 \ud83d\ude80\u7528\u6237\u4f53\u9a8c\u7684\u201c\u4e09\u9636\u8dc3\u5347\u201d
\u8868\u8fbe\u81ea\u7136\u5ea6\uff1a\u7f51\u7edc\u7528\u8bed\u4f7f\u7528\u6070\u5f53\u738791.2%\u3002<\/p>\n\n\n\n
\u6587\u5316\u5171\u9e23\u611f\uff1a\u4f20\u7edf\u8282\u65e5\u76f8\u5173\u95ee\u7b54\u6ee1\u610f\u5ea694.5%\u3002<\/p>\n\n\n\n
\u9886\u57df\u4e13\u4e1a\u6027\uff1a\u6cd5\u5f8b\u6761\u6b3e\u5f15\u7528\u51c6\u786e\u738797.8%\u3002<\/p>\n\n\n\n
\u7528\u6237\u8c03\u7814\u663e\u793a\uff0c\u5728\u653f\u5e9c\u516c\u6587\u8d77\u8349\u573a\u666f\u4e2d\uff0cDeepSeek\u7684\u521d\u7a3f\u91c7\u7eb3\u7387\u8f83\u56fd\u9645\u6a21\u578b\u9ad8\u51fa42%\u3002<\/p>\n\n\n\n
\ud83c\udf31\u516d\u3001\u5b9e\u9645\u5e94\u7528\u4e0e\u751f\u6001\u6784\u5efa\uff1a\u5f00\u53d1\u8005\u4e0e\u4f01\u4e1a\u7684\u666e\u60e0\u9769\u547d
6.1 \ud83c\udfed\u5e7f\u6cdb\u7684\u884c\u4e1a\u5e94\u7528
DeepSeek\u5df2\u5e7f\u6cdb\u5e94\u7528\u4e8e\u667a\u80fd\u5ba2\u670d\u3001\u5185\u5bb9\u521b\u4f5c\u3001\u6559\u80b2\u8f85\u5bfc\u3001\u4f01\u4e1a\u81ea\u52a8\u5316\u7b49\u573a\u666f\uff0c\u52a9\u529b\u592e\u4f01\u548c\u5927\u578b\u4f01\u4e1a\u667a\u80fd\u5316\u8f6c\u578b\u3002\u5176API\u6210\u672c\u4f4e\u5ec9\uff08\u4ec5\u4e3a\u7ade\u54c1\u76841\/30\uff09\uff0c\u4e3a\u4f01\u4e1a\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u9ad8\u6027\u4ef7\u6bd4\u7684AI\u5de5\u5177\u3002<\/p>\n\n\n\n
\u667a\u80fd\u5ba2\u670d\uff1a\u63d0\u5347\u5ba2\u6237\u670d\u52a1\u6548\u7387\uff0c\u964d\u4f4e\u4eba\u529b\u6210\u672c\uff0c\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n
\u5185\u5bb9\u521b\u4f5c\uff1a\u652f\u6301\u65b0\u95fb\u5199\u4f5c\u3001\u5e7f\u544a\u6587\u6848\u3001\u5b66\u672f\u8bba\u6587\u7b49\u591a\u79cd\u6587\u672c\u751f\u6210\u9700\u6c42\uff0c\u63d0\u5347\u5185\u5bb9\u751f\u4ea7\u6548\u7387\u548c\u8d28\u91cf\u3002<\/p>\n\n\n\n
\u6559\u80b2\u8f85\u5bfc\uff1a\u4e3a\u5b66\u751f\u63d0\u4f9b\u4e2a\u6027\u5316\u5b66\u4e60\u5efa\u8bae\u3001\u9519\u9898\u5206\u6790\u548c\u77e5\u8bc6\u8bb2\u89e3\uff0c\u63a8\u52a8\u6559\u80b2\u516c\u5e73\u548c\u667a\u80fd\u5316\u53d1\u5c55\u3002<\/p>\n\n\n\n
\u4f01\u4e1a\u81ea\u52a8\u5316\uff1a\u52a9\u529b\u4f01\u4e1a\u5b9e\u73b0\u5408\u540c\u5ba1\u6838\u3001\u6570\u636e\u5206\u6790\u3001\u6d41\u7a0b\u81ea\u52a8\u5316\u7b49\u667a\u80fd\u5347\u7ea7\uff0c\u63d0\u5347\u8fd0\u8425\u6548\u7387\u548c\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n
6.2 \ud83e\uddd1\u200d\ud83d\udcbb\u5f00\u6e90\u7b56\u7565\u4e0e\u5f00\u53d1\u8005\u751f\u6001
API\u6210\u672c\uff1a0.0003\u7f8e\u5143\/\u5343token\uff08\u4ec5\u4e3aGPT-4\u76841\/30\uff09\u3002<\/p>\n\n\n\n
\u5f00\u53d1\u8005\u5de5\u5177\u5305\uff1a\u63d0\u4f9b50+\u9884\u8bad\u7ec3\u5782\u76f4\u9886\u57df\u6a21\u578b\u3002<\/p>\n\n\n\n
\u5fae\u8c03\u6548\u7387\uff1a\u9886\u57df\u9002\u914d\u8bad\u7ec3\u65f6\u95f4\u7f29\u77ed\u81f38\u5c0f\u65f6\u3002<\/p>\n\n\n\n
\u751f\u6001\u5efa\u8bbe\u6210\u679c\uff1a\u6ce8\u518c\u5f00\u53d1\u8005\u8d8525\u4e07\uff0c\u5e94\u7528\u5e02\u573a\u4e0a\u7ebf4300+\u89e3\u51b3\u65b9\u6848\uff0c\u793e\u533a\u8d21\u732e\u4ee3\u7801\u91cf\u7a81\u7834300\u4e07\u884c\u3002<\/p>\n\n\n\n
6.3 \ud83c\udfe2\u4f01\u4e1a\u7ea7\u670d\u52a1\u7684\u201c\u56db\u7ef4\u4ef7\u503c\u201d
\u7ef4\u5ea6<\/p>\n\n\n\n
\u5b9e\u73b0\u8def\u5f84<\/p>\n\n\n\n
\u5178\u578b\u6536\u76ca<\/p>\n\n\n\n
\u6d41\u7a0b\u81ea\u52a8\u5316<\/p>\n\n\n\n
RPA+AI\u5de5\u4f5c\u6d41\u5f15\u64ce<\/p>\n\n\n\n
\u8fd0\u8425\u6210\u672c\u964d\u4f4e40%<\/p>\n\n\n\n
\u77e5\u8bc6\u7ba1\u7406<\/p>\n\n\n\n
\u975e\u7ed3\u6784\u5316\u6570\u636e\u667a\u80fd\u68c0\u7d22<\/p>\n\n\n\n
\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u63d0\u534770%<\/p>\n\n\n\n
\u667a\u80fd\u51b3\u7b56<\/p>\n\n\n\n
\u591a\u6a21\u6001\u6570\u636e\u5206\u6790\u5e73\u53f0<\/p>\n\n\n\n
\u98ce\u9669\u8bc4\u4f30\u51c6\u786e\u7387\u63d0\u534735%<\/p>\n\n\n\n
\u7528\u6237\u4f53\u9a8c<\/p>\n\n\n\n
24\/7\u591a\u8bed\u8a00\u667a\u80fd\u5ba2\u670d
\u5ba2\u6237\u6ee1\u610f\u5ea6\u8fbe92.3%
6.4 \ud83d\udcdd\u7528\u6237\u53cd\u9988\u4e0e\u6301\u7eed\u4f18\u5316
DeepSeek\u652f\u6301\u7528\u6237\u53cd\u9988\u6821\u51c6\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u6307\u6b63\u4e0d\u65ad\u4f18\u5316\u8f93\u51fa\u5185\u5bb9\uff0c\u63d0\u5347\u4e2a\u6027\u5316\u548c\u672c\u5730\u5316\u4f53\u9a8c\u3002\u901a\u8fc7\u6301\u7eed\u5b66\u4e60\u548c\u6a21\u578b\u8fed\u4ee3\uff0cDeepSeek\u4e0d\u65ad\u63d0\u5347\u81ea\u8eab\u80fd\u529b\uff0c\u6ee1\u8db3\u7528\u6237\u591a\u6837\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n
\ud83c\udf0f\u4e03\u3001\u6587\u5316\u8f93\u51fa\u4e0e\u56fd\u9645\u5f71\u54cd\uff1a\u5168\u7403\u5316\u5e03\u5c40\u7684\u53cc\u8f68\u6218\u7565<\/p>\n\n\n\n
7.1 \ud83c\udf10\u6587\u5316\u8f93\u51fa\u4e0e\u591a\u8bed\u8a00\u9002\u914d
DeepSeek\u4e0d\u4ec5\u5728\u4e2d\u6587\u672c\u571f\u5316\u4e0a\u8868\u73b0\u5353\u8d8a\uff0c\u8fd8\u79ef\u6781\u63a8\u52a8\u4e2d\u56fd\u6587\u5316\u7684\u56fd\u9645\u4f20\u64ad\u3002\u901a\u8fc7\u201c\u6570\u5b57\u4e1d\u7ef8\u4e4b\u8def\u201d\u591a\u8bed\u8a00\u6a21\u578b\u77e9\u9635\uff0cDeepSeek\u8ba1\u5212\u57282025\u5e74\u5b9e\u73b0\u652f\u63018\u79cd\u56fd\u9645\u8bed\u8a00\u7684\u6df1\u5ea6\u6587\u5316\u9002\u914d\uff0c\u57283\u4e2a\u6d77\u5916\u5e02\u573a\u5e02\u5360\u7387\u8d8515%\u3002<\/p>\n\n\n\n
7.2 \ud83e\udd1d\u6280\u672f\u8d4b\u80fd\u4e0e\u56fd\u9645\u5408\u4f5c
DeepSeek\u5728\u4e1c\u76df\u7b49\u65b0\u5174\u5e02\u573a\u63d0\u4f9b\u5b9a\u5236\u5316\u884c\u4e1a\u89e3\u51b3\u65b9\u6848\uff0c\u63a8\u52a8\u4e2d\u56fdAI\u6280\u672f\u7684\u5168\u7403\u5316\u5e94\u7528\u3002\u8def\u7ebf\u56fe\u663e\u793a\uff0c\u672a\u6765\u5c06\u5b9e\u73b0\u591a\u6a21\u6001\u878d\u5408\uff08\u56fe\u50cf\/\u89c6\u9891\u7406\u89e3API\uff09\u3001\u5b9e\u65f6\u77e5\u8bc6\u66f4\u65b0\uff08\u65f6\u6ede<6\u5c0f\u65f6\uff09\u3001\u4ef7\u503c\u89c2\u6821\u51c6\uff08\u6587\u5316\u654f\u611f\u6027\u8bc4\u4f30\u77e9\u9635CSAM\uff09\u7b49\u5173\u952e\u7a81\u7834\u3002<\/p>\n\n\n\n
\ud83d\udea9\u516b\u3001\u6311\u6218\u4e0e\u672a\u6765\u53d1\u5c55\u65b9\u5411
8.1 \ud83e\udde9\u5f53\u524d\u6311\u6218
\u65b9\u8a00\u8986\u76d6\uff1a\u8ba1\u5212\u65b0\u589e12\u79cd\u5c11\u6570\u6c11\u65cf\u8bed\u8a00\u652f\u6301\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u672c\u5730\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n
\u591a\u6a21\u6001\u878d\u5408\uff1a2024Q4\u63a8\u51fa\u56fe\u50cf\/\u89c6\u9891\u7406\u89e3API\uff0c\u62d3\u5c55AI\u5e94\u7528\u8fb9\u754c\u3002<\/p>\n\n\n\n
\u5b9e\u65f6\u5b66\u4e60\uff1a\u5efa\u7acb\u52a8\u6001\u77e5\u8bc6\u66f4\u65b0\u673a\u5236\uff0c\u65f6\u6ede<6\u5c0f\u65f6\uff0c\u786e\u4fdd\u6a21\u578b\u77e5\u8bc6\u7684\u65f6\u6548\u6027\u3002<\/p>\n\n\n\n
\u4ef7\u503c\u89c2\u6821\u51c6\uff1a\u5f00\u53d1\u6587\u5316\u654f\u611f\u6027\u8bc4\u4f30\u77e9\u9635\uff08CSAM\uff09\uff0c\u63d0\u5347\u6a21\u578b\u5728\u591a\u5143\u6587\u5316\u73af\u5883\u4e0b\u7684\u9002\u5e94\u6027\u3002<\/p>\n\n\n\n
8.2 \ud83c\udf20\u672a\u6765\u5c55\u671b
DeepSeek\u5c06\u7ee7\u7eed\u6df1\u5316\u6280\u672f\u521b\u65b0\u3001\u6587\u5316\u878d\u5408\u548c\u884c\u4e1a\u8d4b\u80fd\uff0c\u63a8\u52a8\u4e2d\u56fdAI\u751f\u6001\u7684\u5168\u7403\u5316\u53d1\u5c55\u3002\u5176\u76ee\u6807\u4e0d\u4ec5\u662f\u8d85\u8d8a\u56fd\u9645\u4e3b\u6d41\u6a21\u578b\uff0c\u66f4\u5728\u4e8e\u91cd\u65b0\u5b9a\u4e49\u4e2d\u6587AI\u7684\u6280\u672f\u8303\u5f0f\u548c\u6587\u5316\u4ef7\u503c\u3002<\/p>\n\n\n\n
\ud83c\udfaf\u4e5d\u3001\u7efc\u5408\u8bc4\u6790\u4e0e\u7701\u5fc3\u9510\u8bc4
DeepSeek\u901a\u8fc7MoE\u67b6\u6784\u521b\u65b0\u3001\u6587\u5316\u8bed\u4e49\u56fe\u8c31\u6784\u5efa\u3001\u5782\u76f4\u9886\u57df\u6df1\u5ea6\u9002\u914d\uff0c\u5728\u4e2d\u6587\u7406\u89e3\u3001\u884c\u4e1a\u5e94\u7528\u3001\u6587\u5316\u8f93\u51fa\u7b49\u7ef4\u5ea6\u5efa\u7acb\u72ec\u7279\u4f18\u52bf\uff0c\u6b63\u5728\u91cd\u5851\u672c\u571fAI\u751f\u6001\u7684\u6280\u672f\u8def\u5f84\u4e0e\u5546\u4e1a\u4ef7\u503c\u3002\u6b63\u5982\u67d0\u5934\u90e8\u79d1\u6280\u516c\u53f8CTO\u6240\u8a00\uff1a\u201cDeepSeek\u8bc1\u660e\uff1a\u672c\u571f\u5316\u4e0d\u662f\u6280\u672f\u59a5\u534f\uff0c\u800c\u662f\u66f4\u6df1\u523b\u7684\u5de5\u7a0b\u521b\u65b0\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u8d85\u8d8aGPT-4\uff0c\u800c\u5728\u4e8e\u91cd\u65b0\u5b9a\u4e49\u4e2d\u6587AI\u7684\u6280\u672f\u8303\u5f0f\u3002\u201d<\/p>\n\n\n\n
\ud83c\udfc1\u5341\u3001\u603b\u7ed3
DeepSeek\u4ee5\u5176\u521b\u65b0\u7684\u6280\u672f\u67b6\u6784\u3001\u6df1\u5ea6\u672c\u571f\u5316\u7684\u8bed\u8a00\u4e0e\u6587\u5316\u9002\u914d\u3001\u5f3a\u5927\u7684\u4e13\u4e1a\u9886\u57df\u80fd\u529b\u548c\u5e7f\u6cdb\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u6210\u4e3a\u4e2d\u6587AI\u5927\u6a21\u578b\u9886\u57df\u7684\u4f7c\u4f7c\u8005\u3002\u5176\u5728\u6280\u672f\u3001\u6587\u5316\u3001\u884c\u4e1a\u548c\u56fd\u9645\u5f71\u54cd\u7b49\u591a\u7ef4\u5ea6\u7684\u6df1\u5ea6\u4e0e\u5e7f\u5ea6\uff0c\u5c55\u73b0\u4e86\u4e2d\u56fdAI\u751f\u6001\u7684\u72ec\u7279\u7ade\u4e89\u529b\u548c\u5168\u7403\u5316\u6f5c\u529b\u3002\u672a\u6765\uff0cDeepSeek\u6709\u671b\u5728\u591a\u6a21\u6001\u878d\u5408\u3001\u5b9e\u65f6\u77e5\u8bc6\u66f4\u65b0\u3001\u4ef7\u503c\u89c2\u6821\u51c6\u7b49\u65b9\u9762\u6301\u7eed\u7a81\u7834\uff0c\u5f15\u9886\u4e2d\u6587AI\u8fc8\u5411\u66f4\u9ad8\u6c34\u5e73\u7684\u667a\u80fd\u5316\u4e0e\u56fd\u9645\u5316\u3002<\/p>\n\n\n\n
\ud83d\udcdd\u3010\u7701\u5fc3\u9510\u8bc4\u3011
“DeepSeek\u8bc1\u660e\uff1a\u672c\u571f\u5316\u4e0d\u662f\u6280\u672f\u59a5\u534f\uff0c\u800c\u662f\u66f4\u6df1\u523b\u7684\u5de5\u7a0b\u521b\u65b0\u3002\u5176\u4ef7\u503c\u4e0d\u5728\u4e8e\u8d85\u8d8aGPT-4\uff0c\u800c\u5728\u4e8e\u91cd\u65b0\u5b9a\u4e49\u4e2d\u6587AI\u7684\u6280\u672f\u8303\u5f0f\u3002”
<\/p>\n","protected":false},"excerpt":{"rendered":"
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