\u3010\u6458\u8981\u3011DeepSeek\u51ed\u501fMoE\u67b6\u6784\u4e0eMLA\u6280\u672f\u7a81\u7834\uff0c\u6b63\u5728\u91cd\u5851\u91d1\u878d\u884c\u4e1a\u667a\u80fd\u5316\u7248\u56fe\u3002\u4ece\u667a\u80fd\u5ba2\u670d\u5230\u98ce\u9669\u51b3\u7b56\uff0c\u4ece\u4f9b\u5e94\u94fe\u91d1\u878d\u5230\u5408\u89c4\u79d1\u6280\uff0c\u5176\u5f00\u6e90\u3001\u4f4e\u6210\u672c\u7279\u6027\u63a8\u52a8\u6280\u672f\u666e\u60e0\uff0c\u4f46\u6570\u636e\u5b89\u5168\u3001\u6a21\u578b\u5e7b\u89c9\u7b49\u95ee\u9898\u4ecd\u9700\u653b\u575a\u3002\u672c\u6587\u5168\u666f\u900f\u6790\u6280\u672f\u9769\u65b0\u3001\u573a\u666f\u843d\u5730\u4e0e\u672a\u6765\u8d8b\u52bf\uff0c\u63ed\u793a\u91d1\u878dAI\u7684\u8fdb\u5316\u903b\u8f91\u4e0e\u4ea7\u4e1a\u53d8\u9769\u8def\u5f84\u3002<\/p>\n\n\n\n
\u2728 \u5f15\u8a00
\u5728\u91d1\u878d\u884c\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0cAI\u5927\u6a21\u578b\u6b63\u4ece\u201c\u6280\u672f\u8bd5\u9a8c\u54c1\u201d\u8715\u53d8\u4e3a\u201c\u4e1a\u52a1\u53d1\u52a8\u673a\u201d\u3002DeepSeek\u51ed\u501f\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\uff08MoE\uff09\u4e0e\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b\u673a\u5236\uff08MLA\uff09\u7684\u6280\u672f\u7a81\u7834\uff0c\u4ee5\u5f00\u6e90\u3001\u4f4e\u95e8\u69db\u3001\u9ad8\u9002\u914d\u7684\u7279\u6027\uff0c\u6380\u8d77\u4e86\u4e00\u573a\u201c\u5e73\u6c11\u5316AI\u9769\u547d\u201d\u3002\u672c\u6587\u5c06\u4ece\u6280\u672f\u521b\u65b0\u3001\u573a\u666f\u5e94\u7528\u3001\u884c\u4e1a\u4ef7\u503c\u3001\u6311\u6218\u5e94\u5bf9\u56db\u5927\u7ef4\u5ea6\uff0c\u89e3\u7801DeepSeek\u5982\u4f55\u91cd\u6784\u91d1\u878d\u670d\u52a1\u751f\u6001\u3002<\/p>\n\n\n\n
\u4e00\u3001\ud83d\ude80 \u6280\u672f\u9769\u65b0\uff1a\u67b6\u6784\u7a81\u7834\u4e0e\u6548\u7387\u9769\u547d<\/p>\n\n\n\n
DeepSeek\u7684\u6280\u672f\u5e95\u5ea7\u4ee5MoE\u67b6\u6784+MLA\u673a\u5236\u4e3a\u6838\u5fc3\uff0c\u5b9e\u73b0\u4e86\u6027\u80fd\u4e0e\u6210\u672c\u7684\u52a8\u6001\u5e73\u8861\u3002MoE\u67b6\u6784\u901a\u8fc7\u52a8\u6001\u8def\u7531\u673a\u5236\uff0c\u5c06\u4efb\u52a1\u5206\u89e3\u7ed9\u4e0d\u540c\u4e13\u5bb6\u6a21\u578b\u5904\u7406\uff0c\u76f8\u6bd4\u4f20\u7edfTransformer\u6a21\u578b\uff0c\u8bad\u7ec3\u6210\u672c\u4ec5\u4e3aGPT-4\u76841\/100\uff1bMLA\u673a\u5236\u5219\u901a\u8fc7\u591a\u5934\u6ce8\u610f\u529b\u5e76\u884c\u8ba1\u7b97\uff0c\u4f7f\u91d1\u878d\u6587\u672c\u5904\u7406\u901f\u5ea6\u63d0\u53473\u500d\u4ee5\u4e0a\u3002<\/p>\n\n\n\n
1.1 \u5173\u952e\u6280\u672f\u7a81\u7834
\u6df7\u5408\u4e13\u5bb6\u7cfb\u7edf\uff08MoE\uff09<\/p>\n\n\n\n
\u52a8\u6001\u8def\u7531\u7b97\u6cd5\uff1a\u6839\u636e\u8f93\u5165\u7279\u5f81\u81ea\u52a8\u5206\u914d\u81f3\u6700\u4f18\u4e13\u5bb6\u6a21\u578b<\/p>\n\n\n\n
\u53c2\u6570\u5171\u4eab\u7387\u8d8570%\uff0c\u63a8\u7406\u80fd\u8017\u964d\u4f4e58%<\/p>\n\n\n\n
\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b\uff08MLA\uff09<\/p>\n\n\n\n
\u652f\u6301\u8de8\u6a21\u6001\u6570\u636e\uff08\u6587\u672c\/\u8868\u683c\/\u56fe\u50cf\uff09\u8054\u5408\u5206\u6790<\/p>\n\n\n\n
\u91d1\u878d\u8206\u60c5\u5206\u6790\u54cd\u5e94\u65f6\u95f4\u7f29\u77ed\u81f3200ms<\/p>\n\n\n\n
1.2 \u6548\u7387\u9769\u547d\u5b9e\u8df5\u6848\u4f8b
\u673a\u6784<\/p>\n\n\n\n
\u5e94\u7528\u573a\u666f<\/p>\n\n\n\n
\u6210\u672c\u964d\u5e45<\/p>\n\n\n\n
\u6548\u7387\u63d0\u5347<\/p>\n\n\n\n
\u67d0\u6d88\u8d39\u91d1\u878d\u516c\u53f8<\/p>\n\n\n\n
\u667a\u80fd\u5ba2\u670d\u6539\u9020<\/p>\n\n\n\n
97%<\/p>\n\n\n\n
400%<\/p>\n\n\n\n
\u5947\u5bcc\u79d1\u6280<\/p>\n\n\n\n
\u4fe1\u8d37\u98ce\u9669\u8bc4\u4f30<\/p>\n\n\n\n
85%<\/p>\n\n\n\n
23%\u51c6\u786e\u7387\u63d0\u5347<\/p>\n\n\n\n
\u4e1c\u5434\u8bc1\u5238<\/p>\n\n\n\n
\u7814\u62a5\u751f\u6210<\/p>\n\n\n\n
90%<\/p>\n\n\n\n
8\u500d\u63d0\u901f<\/p>\n\n\n\n
\u4e8c\u3001\ud83d\udcbc \u573a\u666f\u843d\u5730\uff1a\u4e03\u5927\u6838\u5fc3\u5e94\u7528\u56fe\u8c31
2.1 \u667a\u80fd\u5ba2\u670d\uff1a\u4ece\u6210\u672c\u4e2d\u5fc3\u5230\u4ef7\u503c\u67a2\u7ebd
\u6280\u672f\u5b9e\u73b0\u8def\u5f84<\/p>\n\n\n\n
\u6807\u6746\u6848\u4f8b<\/p>\n\n\n\n
\u4e2d\u4fe1\u6d88\u8d39\u91d1\u878d\uff1a\u8bed\u97f3\u8bc6\u522b\u51c6\u786e\u738797% \u2192 \u51cf\u5c1180%\u91cd\u590d\u95ee\u9898<\/p>\n\n\n\n
\u4e2d\u90ae\u6d88\u8d39\u91d1\u878d\uff1a\u4e91\u7aef-\u672c\u5730\u534f\u540c\u6a21\u578b \u2192 \u5ba2\u670d\u6210\u672c\u4e0b\u964d65%<\/p>\n\n\n\n
2.2 \u98ce\u63a7\u51b3\u7b56\uff1a\u6570\u636e\u70bc\u91d1\u672f\u7684\u8fdb\u5316
\u591a\u7ef4\u5ea6\u98ce\u9669\u8bc4\u4f30\u77e9\u9635<\/p>\n\n\n\n
\u6570\u636e\u7c7b\u578b<\/p>\n\n\n\n
\u5904\u7406\u6280\u672f<\/p>\n\n\n\n
\u5e94\u7528\u4ef7\u503c<\/p>\n\n\n\n
\u4ea4\u6613\u6d41\u6c34<\/p>\n\n\n\n
\u65f6\u5e8f\u6a21\u5f0f\u6316\u6398<\/p>\n\n\n\n
\u5f02\u5e38\u4ea4\u6613\u5b9e\u65f6\u62e6\u622a<\/p>\n\n\n\n
\u793e\u4ea4\u8206\u60c5<\/p>\n\n\n\n
\u60c5\u611f\u5206\u6790<\/p>\n\n\n\n
\u4f01\u4e1a\u4fe1\u7528\u52a8\u6001\u8bc4\u4f30<\/p>\n\n\n\n
\u4f9b\u5e94\u94fe\u56fe\u8c31<\/p>\n\n\n\n
\u77e5\u8bc6\u63a8\u7406<\/p>\n\n\n\n
\u5173\u8054\u98ce\u9669\u4f20\u67d3\u9884\u8b66<\/p>\n\n\n\n
\u6c5f\u82cf\u94f6\u884c\u5b9e\u8df5\uff1a\u5408\u540c\u8d28\u68c0\u9519\u8bef\u7387\u4ece3.2%\u964d\u81f30.5%\uff0c\u5e74\u8282\u7701\u4eba\u5de5\u5ba1\u683812\u4e07\u5c0f\u65f6<\/p>\n\n\n\n
2.3 \u6295\u8d44\u5206\u6790\uff1a\u4ece\u6570\u636e\u6d2a\u6d41\u5230\u51b3\u7b56\u91d1\u77ff
\u6280\u672f\u67b6\u6784<\/p>\n\n\n\n
\u5b9e\u8df5\u6848\u4f8b<\/p>\n\n\n\n
\u4e1c\u5434\u8bc1\u5238\uff1a\u81ea\u7814\u6a21\u578b\u751f\u6210\u6295\u8d44\u7b56\u7565\u62a5\u544a\uff0c\u8986\u76d680%\u884c\u4e1a\u8d5b\u9053\uff0c\u7b56\u7565\u56de\u6d4b\u80dc\u7387\u63d0\u534719%<\/p>\n\n\n\n
\u4e2d\u4fe1\u8bc1\u5238\uff1a\u91d1\u878d\u8206\u60c5\u5927\u6a21\u578b\u65e5\u5747\u5904\u740610\u4e07+\u65b0\u95fb\uff0c\u7814\u62a5\u751f\u6210\u6548\u7387\u63d0\u53475\u500d\uff0c\u9519\u8bef\u7387\u4f4e\u4e8e0.3%<\/p>\n\n\n\n
2.4 \u6587\u6863\u81ea\u52a8\u5316\uff1a\u89e3\u653e\u751f\u4ea7\u529b\u7684\u7ec8\u6781\u6b66\u5668
\u529f\u80fd\u77e9\u9635<\/p>\n\n\n\n
\u7c7b\u578b<\/p>\n\n\n\n
\u6280\u672f\u5b9e\u73b0<\/p>\n\n\n\n
\u6548\u76ca\u6307\u6807<\/p>\n\n\n\n
\u5408\u540c\u751f\u6210<\/p>\n\n\n\n
\u6761\u6b3e\u6a21\u677f\u5e93+\u903b\u8f91\u6821\u9a8c<\/p>\n\n\n\n
\u8d77\u8349\u8017\u65f6\u4ece3\u5c0f\u65f6\u21925\u5206\u949f<\/p>\n\n\n\n
\u8d22\u62a5\u5206\u6790<\/p>\n\n\n\n
\u8868\u683cOCR+\u8d8b\u52bf\u9884\u6d4b<\/p>\n\n\n\n
\u5f02\u5e38\u68c0\u6d4b\u51c6\u786e\u738798.7%<\/p>\n\n\n\n
\u76d1\u7ba1\u62a5\u9001<\/p>\n\n\n\n
\u89c4\u5219\u5f15\u64ce+\u81ea\u52a8\u586b\u5145<\/p>\n\n\n\n
\u5408\u89c4\u98ce\u9669\u4e0b\u964d72%<\/p>\n\n\n\n
\u4fe1\u4e5f\u79d1\u6280\u6848\u4f8b\uff1a\u901a\u8fc7DeepSeek-R1\u5b9e\u73b0\u8d37\u540e\u7ba1\u7406\u6587\u6863\u5168\u81ea\u52a8\u751f\u6210\uff0c\u4eba\u529b\u6210\u672c\u51cf\u5c1140%<\/p>\n\n\n\n
2.5 \u4f9b\u5e94\u94fe\u91d1\u878d\uff1a\u4e2d\u5c0f\u4f01\u4e1a\u7684\u667a\u80fd\u62a4\u822a\u8005
\u52a8\u6001\u98ce\u63a7\u4e09\u9636\u6a21\u578b<\/p>\n\n\n\n
\u6570\u636e\u5c42\uff1a\u5b9e\u65f6\u91c7\u96c6\u8ba2\u5355\u3001\u7269\u6d41\u3001\u652f\u4ed8\u6570\u636e<\/p>\n\n\n\n
\u5206\u6790\u5c42\uff1a\u6784\u5efa\u4f9b\u5e94\u94fe\u77e5\u8bc6\u56fe\u8c31\uff0c\u8bc6\u522b\u62c5\u4fdd\u94fe\u98ce\u9669<\/p>\n\n\n\n
\u51b3\u7b56\u5c42\uff1a\u52a8\u6001\u8c03\u6574\u6388\u4fe1\u989d\u5ea6\uff0c\u9884\u8b66\u8986\u76d6\u7387\u8d8595%<\/p>\n\n\n\n
\u82cf\u5546\u94f6\u884c\u5b9e\u8df5\uff1a\u4e3a500+\u4e2d\u5c0f\u4f01\u4e1a\u63d0\u4f9bAI\u6388\u4fe1\uff0c\u574f\u8d26\u7387\u63a7\u5236\u57280.8%\u4ee5\u4e0b<\/p>\n\n\n\n
2.6 \u5408\u89c4\u79d1\u6280\uff1a\u76d1\u7ba1\u7ea2\u7ebf\u7684AI\u5b88\u95e8\u4eba
\u5173\u952e\u6280\u672f\u6808<\/p>\n\n\n\n
\u76d1\u7ba1\u6587\u672c\u89e3\u6790\uff1a\u57fa\u4e8eMLA\u7684\u6761\u6b3e\u8bed\u4e49\u62c6\u89e3<\/p>\n\n\n\n
\u53cd\u6d17\u94b1\u76d1\u6d4b\uff1a\u5173\u8054\u7f51\u7edc\u5206\u6790+\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b<\/p>\n\n\n\n
\u4e2d\u539f\u6d88\u8d39\u91d1\u878d\u201c\u5143\u64ceMatrix\u201d\u7cfb\u7edf\uff1a<\/p>\n\n\n\n
\u53ef\u89c6\u5316\u51b3\u7b56\u8def\u5f84\u8ffd\u6eaf<\/p>\n\n\n\n
\u81ea\u52a8\u68c0\u6d4b300+\u5408\u89c4\u98ce\u9669\u70b9<\/p>\n\n\n\n
\u5ba1\u8ba1\u6548\u7387\u63d0\u534770%<\/p>\n\n\n\n
2.7 \u4fdd\u9669\u4e0e\u6d88\u8d39\u91d1\u878d\uff1a\u573a\u666f\u5316\u667a\u80fd\u6e17\u900f
\u4fdd\u9669\u4e1a\u5e94\u7528\u5168\u666f<\/p>\n\n\n\n
\u73af\u8282<\/p>\n\n\n\n
\u6280\u672f\u65b9\u6848<\/p>\n\n\n\n
\u4ef7\u503c\u4f53\u73b0<\/p>\n\n\n\n
\u667a\u80fd\u6838\u4fdd<\/p>\n\n\n\n
\u5065\u5eb7\u6570\u636e\u591a\u6a21\u6001\u5206\u6790<\/p>\n\n\n\n
\u6838\u4fdd\u65f6\u6548\u7f29\u77ed80%<\/p>\n\n\n\n
\u7406\u8d54\u81ea\u52a8\u5316<\/p>\n\n\n\n
\u56fe\u50cf\u8bc6\u522b+\u89c4\u5219\u63a8\u7406<\/p>\n\n\n\n
\u6b3a\u8bc8\u6848\u4ef6\u68c0\u51fa\u7387\u63d0\u534734%<\/p>\n\n\n\n
\u4ea7\u54c1\u5b9a\u4ef7<\/p>\n\n\n\n
\u98ce\u9669\u56e0\u5b50\u52a8\u6001\u5efa\u6a21<\/p>\n\n\n\n
\u4fdd\u8d39\u6d4b\u7b97\u8bef\u5dee<2%<\/p>\n\n\n\n
\u4e09\u3001\ud83d\udcb0 \u884c\u4e1a\u53d8\u9769\uff1a\u6548\u7387\u9769\u547d\u4e0e\u751f\u6001\u91cd\u6784<\/p>\n\n\n\n
3.1 \u964d\u672c\u589e\u6548\uff1a\u4ece\u91cf\u53d8\u5230\u8d28\u53d8
\u6210\u672c\u4f18\u5316\u5bf9\u6bd4<\/p>\n\n\n\n
\u67d0\u57ce\u5546\u884c\u5e74\u5ea6\u6210\u672c\u7ed3\u6784\u53d8\u5316\u5bf9\u6bd4\uff08\u5355\u4f4d\uff1a%\uff09<\/p>\n\n\n\n
\u6210\u672c\u7c7b\u522b<\/p>\n\n\n\n
\u539f\u5360\u6bd4<\/p>\n\n\n\n
\u65b0\u5360\u6bd4<\/p>\n\n\n\n
\u4eba\u529b\u6210\u672c<\/p>\n\n\n\n
45%<\/p>\n\n\n\n
28%<\/p>\n\n\n\n
\u6280\u672f\u6295\u5165<\/p>\n\n\n\n
15%<\/p>\n\n\n\n
22%<\/p>\n\n\n\n
\u98ce\u9669\u635f\u5931<\/p>\n\n\n\n
25%<\/p>\n\n\n\n
12%<\/p>\n\n\n\n
\u5176\u4ed6<\/p>\n\n\n\n
15%<\/p>\n\n\n\n
38%<\/p>\n\n\n\n
\u5947\u5bcc\u79d1\u6280\u6570\u636e\uff1a\u4fe1\u8d37\u5ba1\u6279\u56e2\u961f\u4ece200\u4eba\u7f29\u51cf\u81f330\u4eba\uff0c\u5355\u7b14\u4e1a\u52a1\u5904\u7406\u6210\u672c\u4ece50\u5143\u964d\u81f38\u5143<\/p>\n\n\n\n
\u6307\u6807<\/p>\n\n\n\n
\u539f\u6570\u636e<\/p>\n\n\n\n
\u65b0\u6570\u636e<\/p>\n\n\n\n
\u964d\u5e45<\/p>\n\n\n\n
\u4fe1\u8d37\u5ba1\u6279\u56e2\u961f\u89c4\u6a21<\/p>\n\n\n\n
200\u4eba<\/p>\n\n\n\n
30\u4eba<\/p>\n\n\n\n
85%\u2193<\/p>\n\n\n\n
\u5355\u7b14\u4e1a\u52a1\u5904\u7406\u6210\u672c<\/p>\n\n\n\n
50\u5143<\/p>\n\n\n\n
8\u5143<\/p>\n\n\n\n
84%\u2193<\/p>\n\n\n\n
3.2 \u4ef7\u503c\u521b\u9020\uff1a\u51b3\u7b56\u667a\u80fd\u7684\u4e09\u91cd\u8dc3\u8fc1
\u6570\u636e\u7ef4\u5ea6\u6269\u5c55\uff1a\u6574\u5408\u5de5\u5546\u3001\u53f8\u6cd5\u3001\u8206\u60c5\u7b4920+\u6570\u636e\u6e90<\/p>\n\n\n\n
\u5206\u6790\u6df1\u5ea6\u8fdb\u5316\uff1a\u4ece\u7edf\u8ba1\u63cf\u8ff0\u5230\u56e0\u679c\u63a8\u7406<\/p>\n\n\n\n
\u54cd\u5e94\u901f\u5ea6\u7a81\u7834\uff1a\u98ce\u9669\u8bc4\u4f30\u4ece\u5c0f\u65f6\u7ea7\u8fdb\u5165\u79d2\u7ea7<\/p>\n\n\n\n
3.3 \u6280\u672f\u666e\u60e0\uff1a\u6253\u7834\u5de8\u5934\u5784\u65ad\u7684\u94c1\u5e55
\u4e2d\u5c0f\u673a\u6784\u9006\u88ad\u6848\u4f8b<\/p>\n\n\n\n
\u67d0\u53bf\u57df\u519c\u5546\u884c\uff1a8\u4eba\u6280\u672f\u56e2\u961f\u5b9e\u73b0\u667a\u80fd\u98ce\u63a7\u7cfb\u7edf\u642d\u5efa\uff0c\u4e0d\u826f\u7387\u4ece5.3%\u964d\u81f32.1%<\/p>\n\n\n\n
\u6854\u5b50\u6570\u79d1\uff1a\u5f00\u53d1\u5468\u671f\u4ece6\u4e2a\u6708\u538b\u7f29\u81f33\u4e2a\u6708\uff0c\u652f\u6301\u540c\u65f6\u5904\u740610\u4e07+\u5e76\u53d1\u8bf7\u6c42<\/p>\n\n\n\n
\u56db\u3001\u26a0\ufe0f \u653b\u575a\u6218\u573a\uff1a\u98ce\u9669\u4e0e\u6311\u6218\u7684\u7834\u5c40\u4e4b\u9053<\/p>\n\n\n\n
4.1 \u6570\u636e\u5b89\u5168\u653b\u9632\u6218
\u9632\u62a4\u6280\u672f\u77e9\u9635<\/p>\n\n\n\n
\u98ce\u9669\u7c7b\u578b<\/p>\n\n\n\n
\u9632\u5fa1\u6280\u672f<\/p>\n\n\n\n
\u5b9e\u8df5\u6848\u4f8b<\/p>\n\n\n\n
\u63a5\u53e3\u6cc4\u9732<\/p>\n\n\n\n
\u52a8\u6001\u4ee4\u724c+\u6d41\u91cf\u6df7\u6dc6<\/p>\n\n\n\n
\u67d0\u652f\u4ed8\u673a\u6784\u62e6\u622a99%\u653b\u51fb<\/p>\n\n\n\n
\u6a21\u578b\u53cd\u7f16\u8bd1<\/p>\n\n\n\n
\u8054\u90a6\u5b66\u4e60+\u5dee\u5206\u9690\u79c1<\/p>\n\n\n\n
\u77e5\u8bc6\u8054\u90a6\u964d\u4f4e60%\u6cc4\u9732\u98ce\u9669<\/p>\n\n\n\n
\u5185\u90e8\u6ee5\u7528<\/p>\n\n\n\n
\u884c\u4e3a\u5ba1\u8ba1+\u6743\u9650\u6700\u5c0f\u5316<\/p>\n\n\n\n
\u67d0\u94f6\u884c\u8fdd\u89c4\u64cd\u4f5c\u4e0b\u964d75%<\/p>\n\n\n\n
4.2 \u6a21\u578b\u5e7b\u89c9\u6cbb\u7406\u672f
\u591a\u7ea7\u6821\u9a8c\u4f53\u7cfb<\/p>\n\n\n\n
\u77e5\u8bc6\u5e93\u68c0\u7d22\u589e\u5f3a\uff08RAG\uff09<\/p>\n\n\n\n
\u884c\u4e1a\u77e5\u8bc6\u56fe\u8c31\u9a8c\u8bc1<\/p>\n\n\n\n
\u4eba\u7c7b\u4e13\u5bb6\u590d\u6838<\/p>\n\n\n\n
\u4e0a\u6d77\u91d1\u878d\u77e5\u8bc6\u56fe\u8c31\u8054\u76df\u6210\u679c\uff1a<\/p>\n\n\n\n
\u6574\u54083000\u4e07+\u5b9e\u4f53\u5173\u7cfb<\/p>\n\n\n\n
\u4fe1\u8d37\u51b3\u7b56\u5e7b\u89c9\u7387\u4ece14.3%\u964d\u81f36.8%<\/p>\n\n\n\n
4.3 \u5408\u89c4\u4e0e\u4f26\u7406\u5e73\u8861\u672f
\u6cd5\u5f8b\u9002\u914d\u6846\u67b6<\/p>\n\n\n\n
\u4e2d\u4fe1\u6d88\u8d39\u91d1\u878d”\u4fe1\u667a”\u5e73\u53f0\uff1a\u901a\u8fc7\u79c1\u6709\u5316\u90e8\u7f72\u5b9e\u73b0\u6570\u636e\u96f6\u51fa\u5883\uff0c\u6ee1\u8db3\u6b27\u76dfGDPR\u8981\u6c42<\/p>\n\n\n\n
\u4e94\u3001\ud83d\udd2e \u672a\u6765\u56fe\u666f\uff1a\u91d1\u878d\u667a\u80fd\u7684\u4e0b\u4e00\u7ad9<\/p>\n\n\n\n
5.1 \u786c\u4ef6\u9769\u547d\uff1a\u4eceGPU\u5230NPU\u7684\u8dc3\u8fc1
\u80fd\u6548\u5bf9\u6bd4\u5b9e\u9a8c<\/p>\n\n\n\n
\u5904\u7406\u5668<\/p>\n\n\n\n
\u5e76\u53d1\u8def\u6570<\/p>\n\n\n\n
\u529f\u8017<\/p>\n\n\n\n
\u9002\u7528\u573a\u666f<\/p>\n\n\n\n
GPU<\/p>\n\n\n\n
32<\/p>\n\n\n\n
300W<\/p>\n\n\n\n
\u79bb\u7ebf\u6a21\u578b\u8bad\u7ec3<\/p>\n\n\n\n
NPU<\/p>\n\n\n\n
128<\/p>\n\n\n\n
150W<\/p>\n\n\n\n
\u5b9e\u65f6\u53cd\u6b3a\u8bc8<\/p>\n\n\n\n
\u4e50\u4fe1”\u5947\u70b9”\u5927\u6a21\u578b\uff1aNPU\u96c6\u7fa4\u652f\u6301\u6beb\u79d2\u7ea7\u54cd\u5e94\uff0c\u62e6\u622a99.6%\u7684\u6b3a\u8bc8\u4ea4\u6613<\/p>\n\n\n\n
5.2 \u8ba4\u77e5\u8fdb\u5316\uff1a\u4ece\u611f\u77e5\u667a\u80fd\u5230\u51b3\u7b56\u667a\u80fd
\u4e09\u9636\u6bb5\u6f14\u8fdb\u8def\u5f84<\/p>\n\n\n\n
\u611f\u77e5\u5c42\uff1a\u6570\u636e\u91c7\u96c6\u4e0e\u7ed3\u6784\u5316\uff08\u5df2\u5b9e\u73b0\uff09<\/p>\n\n\n\n
\u8ba4\u77e5\u5c42\uff1a\u56e0\u679c\u63a8\u7406\u4e0e\u7b56\u7565\u751f\u6210\uff08\u5f53\u524d\u91cd\u70b9\uff09<\/p>\n\n\n\n
\u51b3\u7b56\u5c42\uff1a\u81ea\u4e3b\u4f18\u5316\u4e0e\u4ef7\u503c\u521b\u9020\uff08\u672a\u6765\u65b9\u5411\uff09<\/p>\n\n\n\n
5.3 \u751f\u6001\u91cd\u6784\uff1a\u5f00\u653e\u94f6\u884c\u76842.0\u65f6\u4ee3
DeepSeek\u8d4b\u80fd\u7684\u4e09\u5927\u8d8b\u52bf<\/p>\n\n\n\n
\u670d\u52a1\u5165\u53e3\u79bb\u6563\u5316\uff1a\u667a\u80fd\u7ec8\u7aef\u6e17\u900f\u81f3\u4f9b\u5e94\u94fe\u3001IoT\u8bbe\u5907<\/p>\n\n\n\n
\u98ce\u9669\u5b9a\u4ef7\u52a8\u6001\u5316\uff1a\u57fa\u4e8e\u5b9e\u65f6\u6570\u636e\u7684\u5343\u4eba\u5343\u4ef7<\/p>\n\n\n\n
\u76d1\u7ba1\u79d1\u6280\u524d\u7f6e\u5316\uff1a\u5408\u89c4\u68c0\u67e5\u5d4c\u5165\u4e1a\u52a1\u6d41\u7a0b<\/p>\n\n\n\n
\ud83c\udf1f \u603b\u7ed3
DeepSeek\u6b63\u4ee5”\u6280\u672f\u666e\u60e0\u8005”\u7684\u59ff\u6001\uff0c\u91cd\u5851\u91d1\u878d\u884c\u4e1a\u7684DNA\u3002\u5176\u5e26\u6765\u7684\u4e0d\u4ec5\u662f97%\u7684\u5ba2\u670d\u6210\u672c\u4e0b\u964d\u621623%\u7684\u98ce\u63a7\u7cbe\u5ea6\u63d0\u5347\uff0c\u66f4\u662f\u6574\u4e2a\u884c\u4e1a\u4ece”\u7ecf\u9a8c\u4f9d\u8d56”\u5230”\u6570\u636e\u9a71\u52a8”\u7684\u8303\u5f0f\u9769\u547d\u3002\u672a\u6765\uff0c\u968f\u7740NPU\u786c\u4ef6\u666e\u53ca\u4e0e\u884c\u4e1a\u77e5\u8bc6\u8054\u90a6\u6210\u719f\uff0c\u91d1\u878d\u667a\u80fd\u5c06\u7a81\u7834\u73b0\u6709\u8fb9\u754c\uff0c\u5728\u5408\u89c4\u6846\u67b6\u4e0b\u50ac\u751f\u66f4\u4e30\u5bcc\u7684\u670d\u52a1\u5f62\u6001\u3002\u8fd9\u573a\u53d8\u9769\u7684\u7ec8\u6781\u76ee\u6807\uff0c\u662f\u8ba9\u91d1\u878d\u670d\u52a1\u5982\u540c\u6c34\u7535\u822c\u65e0\u5904\u4e0d\u5728\u4e14\u667a\u80fd\u53ef\u9760\u3002<\/p>\n\n\n\n
\ud83d\udcac \u3010\u7701\u5fc3\u9510\u8bc4\u3011
“DeepSeek\u7684\u98a0\u8986\u6027\u4e0d\u5728\u4e8e\u6280\u672f\u53c2\u6570\uff0c\u800c\u5728\u4e8e\u8ba9AI\u4ece\u5962\u4f88\u54c1\u53d8\u6210\u5fc5\u9700\u54c1\u3002\u91d1\u878d\u667a\u80fd\u5316\u7684\u80dc\u8d1f\u624b\uff0c\u5c06\u662f\u751f\u6001\u534f\u540c\u80fd\u529b\u800c\u975e\u5355\u4e00\u6280\u672f\u4f18\u52bf\u3002”
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