{"id":39104,"date":"2025-03-01T16:01:37","date_gmt":"2025-03-01T08:01:37","guid":{"rendered":"https:\/\/17aitech.com\/?p=39104"},"modified":"2025-03-01T16:01:37","modified_gmt":"2025-03-01T08:01:37","slug":"%e3%80%8c%e9%b2%b6%e9%b1%bc%e3%80%8ddeepseek-%e6%ad%a3%e5%9c%a8%e6%90%85%e5%8a%a8%e4%b8%8a%e4%b8%8b%e6%b8%b8","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39104","title":{"rendered":"\u300c\u9cb6\u9c7c\u300dDeepSeek \u6b63\u5728\u6405\u52a8\u4e0a\u4e0b\u6e38"},"content":{"rendered":"<p>\u4f5c\u8005\uff5c\u6731\u53ef\u8f69<\/p>\n<p>\u7f16\u8f91\uff5c\u9648\u5f69\u5a34<\/p>\n<p>\u6625\u8282\u7ed3\u675f\uff0cDeepSeek \u70ed\u5ea6\u4e0d\u51cf\uff0c\u800c\u8981\u8bf4\u521a\u521a\u8fc7\u53bb\u7684\u6625\u8282\u5047\u671f\uff0c\u7559\u7ed9\u79d1\u6280\u5708\u7684\u5370\u8c61\u53ef\u80fd\u662f\u201c\u5377\u4e0a\u52a0\u5377\u201d\uff0c\u51e0\u4e4e\u65e0\u4eba\u4e0d\u5728\u70ed\u8bae\u5206\u6790\u7740 DeepSeek \u8fd9\u6761\u201c\u9cb6\u9c7c\u201d\u3002<\/p>\n<p>\u7845\u8c37\u65b9\u9762\u8fce\u6765\u4e86\u7a7a\u524d\u7684\u5371\u673a\u611f\uff1a\u5f00\u6e90\u7684\u4fe1\u5f92\u4eec\u58f0\u91cf\u518d\u5ea6\u8d70\u9ad8\uff0c\u751a\u81f3\u8fde OpenAI \u90fd\u5728\u53cd\u601d\u95ed\u6e90\u7684\u51b3\u7b56\u662f\u5426\u6b63\u786e\uff1b\u4f4e\u7b97\u529b\u6210\u672c\u7684\u65b0\u8303\u5f0f\u5f15\u53d1\u82af\u7247\u5de8\u5934\u82f1\u4f1f\u8fbe\u8fde\u9501\u53cd\u5e94\uff0c\u521b\u4e0b\u7f8e\u80a1\u53f2\u4e0a\u6700\u5927\u89c4\u6a21\u5355\u65e5\u5e02\u503c\u84b8\u53d1\u7eaa\u5f55\uff1b\u653f\u5e9c\u90e8\u95e8\u4e0b\u573a\u8c03\u67e5 DeepSeek \u4f7f\u7528\u82af\u7247\u7684\u5408\u89c4\u6027&#8230;&#8230;<\/p>\n<p>\u5728\u6d77\u5916\u5bf9 DeepSeek \u8bc4\u4ef7\u8912\u8d2c\u4e0d\u4e00\u7684\u540c\u65f6\uff0c\u56fd\u5185\u4e5f\u8fce\u6765\u4e86\u7a7a\u524d\u7e41\u8363\u3002<\/p>\n<p>DeepSeek \u53d1\u5e03 R1 \u6a21\u578b\u540e\u4e0a\u7ebf\u7684 APP \u63a5\u5230\u6cfc\u5929\u6d41\u91cf\uff0c\u521d\u6b65\u9a8c\u8bc1\u4e86\u5e94\u7528\u7aef\u589e\u957f\u5c06\u4f1a\u62c9\u52a8\u6574\u4e2a AI \u751f\u6001\u53d1\u5c55\u3002\u5229\u597d\u5728\u4e8e DeepSeek \u4f1a\u628a\u6574\u4e2a\u5e94\u7528\u7684\u53ef\u80fd\u6027\u90fd\u6253\u5f00\uff0c\u6362\u8a00\u4e4b\u5c31\u662f\u4ee5\u540e\u53d1\u73b0 ChatGPT \u4e0d\u7528\u8fd9\u4e48\u8d35\u3002<\/p>\n<p>\u8fd9\u70b9\u5728\u8fd1\u65e5 OpenAI \u7684\u9891\u7e41\u52a8\u4f5c\u4e2d\u4e5f\u53ef\u4ee5\u7aa5\u89c1\uff0c\u5176\u4e3a\u5e94\u6218 DeepSeek R1 \u9996\u6b21\u5411\u514d\u8d39\u7528\u6237\u63d0\u4f9b\u63a8\u7406\u6a21\u578b o3-mini\uff0c\u5e76\u4e5f\u5728\u540e\u7eed\u5347\u7ea7\u516c\u5f00\u4e86 o3-mini \u7684\u63a8\u7406\u601d\u7ef4\u94fe\uff0c\u4e0d\u5c11\u6d77\u5916\u7f51\u53cb\u5728\u8bc4\u8bba\u4e2d\u5411 DeepSeek \u8868\u793a\u611f\u8c22\uff0c\u4e0d\u8fc7\u8fd9\u4e00\u601d\u7ef4\u94fe\u4ec5\u4e3a\u603b\u7ed3\u7248\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-5926ac89acaefbb583b45eae81088c8f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-5926ac89acaefbb583b45eae81088c8f.png\"><\/a><\/p>\n<p>\u540c\u65f6\u80fd\u4e50\u89c2\u770b\u5230\u7684\u662f\uff0cDeepSeek \u8fd9\u4e00\u6ce2\u65e0\u7591\u53c8\u5c06\u56fd\u5185\u62ce\u6210\u4e00\u80a1\u7ef3\u3002<\/p>\n<p>\u5728\u5176\u5c06\u6a21\u578b\u964d\u672c\u6309\u4e0b\u52a0\u901f\u952e\u540e\uff0c\u4ee5\u5176\u4e3a\u5706\u5fc3\uff0c\u4e0a\u6e38\u82af\u7247\u5382\u5546\u3001\u4e2d\u95f4\u5c42\u4e91\u5382\u4ee5\u53ca\u4e00\u4f17\u521b\u4e1a\u516c\u53f8\u90fd\u5728\u79ef\u6781\u52a0\u5165\u751f\u6001\u4e2d\uff0c\u4e3a DeepSeek \u6a21\u578b\u4f7f\u7528\u7684\u964d\u672c\u589e\u6548\u6301\u7eed\u6dfb\u7816\u52a0\u74e6\u3002<\/p>\n<p>\u636e DeepSeek \u8bba\u6587\u4ecb\u7ecd\uff0cV3 \u6a21\u578b\u5b8c\u6574\u8bad\u7ec3\u4ec5\u9700 278.8 \u4e07 H800 GPU \u5c0f\u65f6\uff0c\u4e14\u8bad\u7ec3\u8fc7\u7a0b\u5341\u5206\u7a33\u5b9a\u3002<\/p>\n<p>\u5728\u8fd9\u80cc\u540e\uff0cMoE \u67b6\u6784\u662f V3 \u76f8\u6bd4 Llama 3 405B \u9884\u8bad\u7ec3\u6210\u672c\u964d\u4f4e\u5341\u500d\u6700\u5173\u952e\u7684\u539f\u56e0\uff0c\u5f53\u524d\uff0cV3 \u662f\u5728\u516c\u5f00\u9886\u57df\u7b2c\u4e00\u4e2a\u8bc1\u660e MoE \u7684\u7a00\u758f\u5ea6\u53ef\u4ee5\u505a\u5230\u8fd9\u4e48\u9ad8\u7684\u6a21\u578b\u3002\u6b64\u5916\uff0cMLA \u540c\u6837\u76f8\u8f85\u76f8\u6210\uff0c\u8fd9\u90e8\u5206\u5219\u4e3b\u8981\u4f53\u73b0\u5728\u63a8\u7406\u4fa7\u3002<\/p>\n<p>\u201c\u8d8a\u7a00\u758f\u7684 MoE \u5728\u63a8\u7406\u7684\u65f6\u5019\u9700\u8981\u8d8a\u5927\u7684 batch size \u624d\u80fd\u5145\u5206\u5229\u7528\u7b97\u529b\u3002\u800c\u9650\u5236 batch size \u7684\u6700\u5173\u952e\u56e0\u7d20\u5c31\u662f KVCache \u7684\u5927\u5c0f\uff0cMLA \u5927\u5e45\u5ea6\u7f29\u5c0f\u4e86 KVCache \u5927\u5c0f\u3002\u201d\u8d8b\u5883\u79d1\u6280\u7814\u7a76\u5458\u5411 AI \u79d1\u6280\u8bc4\u8bba\u5206\u6790\u9053\u3002<\/p>\n<p>\u4ece\u6574\u4f53\u4e0a\u6765\u770b\uff0cDeepSeek \u7684\u6210\u529f\u5728\u4e8e\u5404\u9879\u6280\u672f\u7684\u7ec4\u5408\uff0c\u800c\u975e\u5355\u4e00\u6280\u672f\u3002\u4e1a\u5185\u8bc4\u4ef7\uff0cDeepSeek \u56e2\u961f\u5de5\u7a0b\u80fd\u529b\u6781\u5f3a\uff0c\u5176\u5728\u5e76\u884c\u8bad\u7ec3\u3001\u7b97\u5b50\u4f18\u5316\u7b49\u65b9\u9762\u4e5f\u90fd\u505a\u5f97\u5f88\u597d\uff0c\u628a\u6bcf\u4e2a\u7ec6\u8282\u505a\u5230\u6781\u81f4\u540e\u624d\u5b9e\u73b0\u4e86\u6700\u7ec8\u7684\u7a81\u7834\u6027\u6548\u679c\u3002<\/p>\n<p>\u800c DeepSeek \u5f00\u6e90\u4e5f\u610f\u5473\u7740\u80fd\u4e3a\u5927\u6a21\u578b\u6574\u4f53\u53d1\u5c55\u518d\u6dfb\u4e00\u628a\u67f4\uff0c\u5176\u73b0\u9636\u6bb5\u6210\u679c\u8fd8\u4f53\u73b0\u5728\u8bed\u8a00\u6a21\u578b\uff0c\u4e1a\u5185\u5224\u65ad\uff0c\u540e\u7eed\u5982\u6709\u7c7b\u4f3c\u8def\u7ebf\u7684\u6a21\u578b\u5728\u56fe\u50cf\u3001\u89c6\u9891\u7b49\u9886\u57df\u53d1\u529b\uff0c\u5c06\u4f1a\u8fdb\u4e00\u6b65\u5e26\u52a8\u884c\u4e1a\u6574\u4f53\u9700\u6c42\u3002<\/p>\n<p><\/p>\n<p class=\"heading-3 ace-line old-record-id-ElE6diry5oyp5Xx9dZBcJ12fn3g\" style=\"text-align: center\"><strong><span style=\"font-size: 20px\">\u7b2c\u4e09\u65b9\u63a8\u7406\u670d\u52a1\u7684\u673a\u9047<\/span><\/strong><\/p>\n<p>\u636e\u6570\u636e\u663e\u793a\uff0cDeepSeek \u81ea\u53d1\u5e03\u540e\uff0c\u622a\u6b62\u4e00\u6708\u672b\u4e0a\u7ebf\u4ec5 21 \u5929\uff0c\u5176\u65e5\u6d3b\u8dc3\u7528\u6237 DAU 2215 \u4e07\uff0c\u8fbe ChatGPT \u65e5\u6d3b\u7528\u6237\u7684 41.6%\uff0c\u8d85\u8fc7\u8c46\u5305\u7684\u65e5\u6d3b\u7528\u6237 1695 \u4e07\uff0c\u6210\u4e3a\u5168\u7403\u589e\u901f\u6700\u5feb\u7684\u5e94\u7528\uff0c\u5e76\u6536\u5272\u4e86\u82f9\u679c\u5e94\u7528\u5546\u5e97 157 \u4e2a\u56fd\u5bb6\/\u5730\u533a\u7b2c\u4e00\u3002<\/p>\n<p>\u7528\u6237\u5927\u91cf\u6d8c\u5165\u4e4b\u4f59\uff0c\u5916\u7f51\u9ed1\u5ba2\u4e5f\u5728\u75af\u72c2\u653b\u51fb\uff0cDeepSeek APP \u76ee\u524d\u670d\u52a1\u5668\u7e41\u5fd9\u5df2\u6709\u591a\u65f6\uff0c\u8fd9\u80cc\u540e\u5728\u4e1a\u5185\u770b\u6765\uff0c\u5176\u5b9e\u4e5f\u4e0e DeepSeek \u5c06\u5361\u6295\u5165\u8bad\u7ec3\uff0c\u7528\u5728\u63a8\u7406\u4fa7\u7684\u7b97\u529b\u4e0d\u592a\u591f\u6709\u5173\u3002<\/p>\n<p>\u4e1a\u5185\u4eba\u58eb\u5411 AI \u79d1\u6280\u8bc4\u8bba\u5206\u6790\u9053\uff0c\u201c\u670d\u52a1\u5668\u9891\u7e41\u7684\u95ee\u9898\u5176\u5b9e\u5f88\u597d\u89e3\u51b3\uff0c\u6536\u8d39\u6216\u8005\u878d\u8d44\u4e70\u66f4\u591a\u673a\u5668\uff0c\u4e0d\u8fc7\u8fd9\u8981\u770b DeepSeek \u7684\u9009\u62e9\u4e86\u3002\u201d<\/p>\n<p>\u8fd9\u4e5f\u662f\u4e13\u6ce8\u6280\u672f\u548c\u4ea7\u54c1\u5316\u7684\u6289\u62e9\u535a\u5f08\uff0c\u4e00\u76f4\u4ee5\u6765 DeepSeek \u90fd\u5728\u4f9d\u9760\u5e7b\u65b9\u91cf\u5316\u5b9e\u73b0\u81ea\u6211\u4f9b\u8840\uff0c\u51e0\u4e4e\u672a\u63a5\u53d7\u8fc7\u5916\u90e8\u878d\u8d44\uff0c\u5728\u73b0\u91d1\u6d41\u65b9\u9762\u538b\u529b\u4e0d\u5927\uff0c\u6240\u4ee5\u5176\u6280\u672f\u6c1b\u56f4\u4e5f\u76f8\u5bf9\u7eaf\u7cb9\u3002<\/p>\n<p>\u5f53\u524d\uff0c\u9762\u5bf9\u524d\u8ff0\u95ee\u9898\uff0c\u4e00\u90e8\u5206\u7528\u6237\u5728\u793e\u4ea4\u5e73\u53f0\u547c\u5401 DeepSeek \u589e\u9ad8\u4f7f\u7528\u95e8\u69db\u3001\u52a0\u8bbe\u4ed8\u8d39\u9879\u76ee\u6765\u63d0\u5347\u81ea\u8eab\u7684\u4f7f\u7528\u8212\u9002\u5ea6\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u4e5f\u6709\u5f00\u53d1\u8005\u9009\u62e9\u8c03\u7528\u5b98\u65b9 API \u6216\u8005\u4f7f\u7528\u7b2c\u4e09\u65b9 API \u83b7\u5f97\u90e8\u7f72\u4f18\u5316\u3002\u4e0d\u8fc7\uff0c\u65e5\u524d\uff0cDeepSeek \u5f00\u653e\u5e73\u53f0\u53c8\u53d1\u5e03\u6d88\u606f\u79f0\uff0c\u201c\u5f53\u524d\u670d\u52a1\u5668\u8d44\u6e90\u7d27\u5f20\uff0c\u5df2\u6682\u505c API \u670d\u52a1\u5145\u503c\u3002\u201d<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-ca1430b23513a7593487ad7adf276c10.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-ca1430b23513a7593487ad7adf276c10.png\"><\/a><\/p>\n<p>\u8fd9\u65e0\u7591\u4e3a AI Infra \u5c42\u7684\u7b2c\u4e09\u65b9\u5382\u5546\u63d0\u4f9b\u4e86\u66f4\u591a\u673a\u4f1a\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u56fd\u5185\u5916\u6570\u5341\u5bb6\u4e91\u5de8\u5934\u5df2\u7eb7\u7eb7\u4e0a\u7ebf\u4e86 DeepSeek \u7684\u6a21\u578b API\u2014\u2014\u6d77\u5916\u4e91\u5382\u4e24\u5927\u5de8\u5934\u5fae\u8f6f\u3001\u4e9a\u9a6c\u900a\u4e8e 1 \u6708\u5e95\u4fbf\u62a2\u5148\u63a5\u5165\u3002<\/p>\n<p>\u56fd\u5185\u534e\u4e3a\u4e91\u7387\u5148\u51fa\u51fb\uff0c\u5728 2 \u6708 1 \u65e5\u4e0e\u7845\u57fa\u6d41\u52a8\u5408\u4f5c\u4e0a\u65b0 DeepSeek R1 &amp; V3 \u63a8\u7406\u670d\u52a1\uff0c\u5f53\u524d\uff0c\u636e AI \u79d1\u6280\u8bc4\u8bba\u4e86\u89e3\uff0c\u7845\u57fa\u6d41\u52a8\u5e73\u53f0\u670d\u52a1\u5df2\u88ab\u5927\u91cf\u7528\u6237\u6d8c\u5165\u201c\u6253\u7206\u201d\u3002<\/p>\n<p>BAT \u4e09\u5de8\u5934\u4ee5\u53ca\u5b57\u8282\u8df3\u52a8\u4e5f\u7eb7\u7eb7\u5728 2 \u6708 3 \u65e5\u9646\u7eed\u6253\u51fa\u4f4e\u4ef7\u9650\u514d\u724c\uff0c\u8fd9\u6ce2\u72c2\u6b22\u5982\u540c\u56de\u5230\u53bb\u5e74 DeepSeek \u5728\u53d1\u5e03 V2 \u6a21\u578b\u65f6\u70b9\u71c3\u7684\u4e91\u5382\u4ef7\u683c\u6218\uff0c\u81ea\u90a3\u65f6\u8d77 DeepSeek \u5c31\u5f00\u59cb\u88ab\u79f0\u4e3a\u201c\u4ef7\u683c\u5c60\u592b\u201d\u3002<\/p>\n<p>\u4e91\u5382\u7684\u75af\u72c2\u201c\u62a2\u98df\u201d\u548c\u65e9\u4e9b\u5e74\u5fae\u8f6f\u4e91\u5f3a\u7ed1\u5b9a OpenAI \u7684\u903b\u8f91\u4e5f\u6709\u4e9b\u76f8\u4f3c\u4e4b\u5904\uff1a<\/p>\n<p>2019 \u5e74\uff0c\u5fae\u8f6f\u4e91\u4fbf\u5df2\u65e9\u65e9\u538b\u6ce8 OpenAI \u5e76\u6ce8\u8d44 10 \u4ebf\u7f8e\u5143\uff0c\u5e76\u5728 2023 \u5e74\u540e\u8005\u53d1\u5e03 ChatGPT \u540e\u5403\u5230\u4e86\u7ea2\u5229\u3002\u4f46\u4e8c\u8005\u7684\u4eb2\u5bc6\u5173\u7cfb\u5219\u5728 Meta \u5f00\u6e90 Llama \u540e\u51fa\u73b0\u4e86\u88c2\u75d5\uff0c\u5f00\u6e90\u6a21\u578b\u7684\u51fa\u73b0\u610f\u5473\u7740\u5fae\u8f6f\u4e91\u5916\u7684\u5176\u4ed6\u5382\u5546\u4e5f\u80fd\u5e03\u5c40\u81ea\u5df1\u7684\u5927\u6a21\u578b\u3002<\/p>\n<p>\u6b64\u6b21 DeepSeek \u4e0d\u4ec5\u5728\u4ea7\u54c1\u4fa7\u6bd4 ChatGPT \u5f53\u5e74\u70ed\u5ea6\u66f4\u751a\uff0c\u66f4\u662f\u5728 o1 \u4e4b\u540e\u76f8\u5bf9\u5e94\u63a8\u51fa\u4e86\u5f00\u6e90\u6a21\u578b\uff0c\u8fd9\u5c31\u5982\u540c\u5f53\u5e74\u7684 Llama \u5f00\u6e90\u590d\u73b0 GPT-3 \u6240\u5f15\u53d1\u7684\u8f70\u52a8\u4e00\u822c\u3002<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u4e91\u5382\u4e5f\u662f\u5728\u538b\u6ce8 AI \u5e94\u7528\u7684\u6d41\u91cf\u5165\u53e3\uff0c\u6362\u8a00\u4e4b\uff0c\u548c\u66f4\u4e3a\u5f00\u53d1\u8005\u6df1\u5165\u7ed1\u5b9a\u610f\u5473\u7740\u80fd\u591f\u62a2\u5360\u5148\u673a\u3002\u636e\u6089\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u5728\u4e0a\u7ebf DeepSeek \u6a21\u578b\u9996\u65e5\uff0c\u4fbf\u5df2\u6709\u8d85 1.5 \u4e07\u5ba2\u6237\u901a\u8fc7\u5343\u5e06\u5e73\u53f0\u8fdb\u884c\u8c03\u7528\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u4e5f\u6709\u4e0d\u5c11\u5c0f\u5382\u7ed9\u51fa\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u9664\u7845\u57fa\u6d41\u52a8\u5916\uff0c\u6f5e\u6668\u79d1\u6280\u3001\u8d8b\u5883\u79d1\u6280\u3001\u65e0\u95ee\u82af\u7a79\u3001PPIO \u6d3e\u6b27\u4e91\u7b49 AI Infra \u5382\u5546\u4e5f\u5df2\u9646\u7eed\u4e0a\u7ebf\u5bf9 DeepSeek \u6a21\u578b\u7684\u652f\u6301\u3002<\/p>\n<p>AI \u79d1\u6280\u8bc4\u8bba\u4e86\u89e3\u5230\uff0c\u76ee\u524d\uff0c\u9488\u5bf9 DeepSeek \u7684\u672c\u5730\u5316\u90e8\u7f72\u4f18\u5316\u7a7a\u95f4\u4e3b\u8981\u5b58\u5728\u4e8e\u4e24\u65b9\u9762\uff1a<\/p>\n<p>\u4e00\u662f\u9488\u5bf9 MoE \u6a21\u578b\u7a00\u758f\u6027\u7684\u7279\u6027\uff0c\u80fd\u591f\u91c7\u7528\u6df7\u5408\u63a8\u7406\u7684\u601d\u8def\u4f18\u5316\uff0c\u5728\u672c\u5730\u90e8\u7f72 DeepSeek 671B \u5927\u5c0f\u7684 MoE \u6a21\u578b\uff0cGPU\/CPU \u6df7\u5408\u63a8\u7406\u662f\u975e\u5e38\u91cd\u8981\u7684\u65b9\u5411\uff0c\u4e8c\u662f MLA \u7684\u4f18\u5316\u5b9e\u73b0\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0cDeepSeek \u7684\u4e24\u6b3e\u6a21\u578b\u5728\u90e8\u7f72\u4f18\u5316\u4e0a\u8fd8\u6709\u4e9b\u8bb8\u96be\u70b9\u95ee\u9898\u3002<\/p>\n<p>\u201c\u56e0\u4e3a\u6a21\u578b\u5927\u3001\u53c2\u6570\u591a\uff0c\u4f18\u5316\u786e\u5b9e\u6709\u4e00\u5b9a\u7684\u590d\u6742\u5ea6\uff0c\u5c24\u5176\u9700\u8981\u672c\u5730\u5316\u90e8\u7f72\u7684\u8bdd\uff0c\u5982\u4f55\u505a\u5230\u6548\u679c\u548c\u6210\u672c\u7684\u6700\u4f18\u5e73\u8861\u4f1a\u6709\u96be\u5ea6\u3002\u201d\u8d8b\u5883\u79d1\u6280\u7814\u7a76\u5458\u544a\u8bc9 AI \u79d1\u6280\u8bc4\u8bba\u3002<\/p>\n<p>\u5176\u4e2d\u6700\u5927\u96be\u70b9\u5728\u4e8e\u5982\u4f55\u514b\u670d\u663e\u5b58\u5bb9\u91cf\u7684\u9650\u5236\u3002\u201c\u6211\u4eec\u91c7\u7528\u5f02\u6784\u534f\u540c\u7684\u601d\u8def\u662f\u5145\u5206\u5229\u7528 CPU \u7b49\u5176\u4f59\u7b97\u529b\uff0c\u4ec5\u5c06\u975eShared \u90e8\u5206\u7684\u7a00\u758f MoE \u77e9\u9635\u653e\u5728 CPU\/DRAM \u4e0a\u5e76\u901a\u8fc7\u9ad8\u6027\u80fd\u7684 CPU \u7b97\u5b50\u8fdb\u884c\u5904\u7406\uff0c\u5269\u4f59\u7a20\u5bc6\u90e8\u5206\u653e\u5728 GPU \u4e0a\u3002\u201d\u4ed6\u8fdb\u4e00\u6b65\u4ecb\u7ecd\u3002<\/p>\n<p>\u636e\u4e86\u89e3\uff0c\u8d8b\u5883\u7684\u5f00\u6e90\u6846\u67b6 KTransformers \u4e3b\u8981\u662f\u901a\u8fc7\u4e00\u5957\u6ce8\u5165\u6a21\u677f\u5c06\u5404\u79cd\u7b56\u7565\u548c\u7b97\u5b50\u6ce8\u5165\u5230\u539f\u672c\u7684 Transformers \u5b9e\u73b0\u4e2d\uff0c\u540c\u65f6\uff0c\u901a\u8fc7\u901a\u7528\u7684 CUDAGraph \u7b49\u65b9\u6cd5\u5927\u5e45\u5ea6\u63d0\u5347 Transformers \u7684\u63a8\u7406\u901f\u5ea6\u3002<\/p>\n<p>DeepSeek \u4e5f\u4e3a\u8fd9\u4e9b\u521b\u4e1a\u516c\u53f8\u5e26\u6765\u4e86\u751f\u5b58\u7a7a\u95f4\uff0c\u5f53\u524d\u589e\u957f\u6548\u76ca\u5df2\u5f00\u59cb\u521d\u663e\u6210\u6548\uff0c\u4e0a\u7ebf DeepSeek API \u540e\uff0c\u4e0d\u5c11\u5382\u5546\u5728\u4e0e AI \u79d1\u6280\u8bc4\u8bba\u4ea4\u8c08\u4e2d\u63d0\u5230\uff0c\u5176\u5747\u5f97\u5230\u4e86\u660e\u663e\u5ba2\u6237\u589e\u957f\uff0c\u8bb8\u591a\u5ba2\u6237\u627e\u4e0a\u95e8\u63d0\u51fa\u4f18\u5316\u8bc9\u6c42\u3002<\/p>\n<p>\u6709\u76f8\u5173\u4e1a\u8005\u53d1\u6587\u8868\u793a\uff0c\u201c\u4ee5\u5f80\u7a0d\u5177\u89c4\u6a21\u7684\u5ba2\u6237\u7fa4\u4f53\uff0c\u5f80\u5f80\u65e9\u5df2\u88ab\u5927\u5382\u7684\u6807\u51c6\u5316\u670d\u52a1\u5957\u7262\uff0c\u88ab\u4ed6\u4eec\u89c4\u6a21\u6548\u5e94\u5e26\u6765\u7684\u6210\u672c\u4f18\u52bf\u7262\u7262\u7ed1\u5b9a\u3002\u7136\u800c\u6625\u8282\u524d\u5b8c\u6210 DeepSeek-R1\/V3 \u7684\u90e8\u7f72\u540e\uff0c\u6211\u4eec\u7a81\u7136\u63a5\u5230\u591a\u5bb6\u77e5\u540d\u5ba2\u6237\u7684\u5408\u4f5c\u9700\u6c42\uff0c\u8fde\u6b64\u524d\u4e00\u5ea6\u6c89\u5bc2\u7684\u8001\u5ba2\u6237\u4e5f\u4e3b\u52a8\u8054\u7edc\uff0c\u5e0c\u671b\u5f15\u5165\u6211\u4eec\u7684 DeepSeek \u670d\u52a1\u3002\u201d<\/p>\n<p>\u76ee\u524d\u6765\u770b\uff0cDeepSeek \u8fd9\u6ce2\u8ba9\u6a21\u578b\u7684\u63a8\u7406\u6027\u80fd\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\uff0c\u800c\u4e14\u5927\u6a21\u578b\u666e\u53ca\u66f4\u4e3a\u5e7f\u6cdb\uff0c\u8fd9\u4f1a\u6301\u7eed\u5f71\u54cd AI Infra \u884c\u4e1a\u7684\u53d1\u5c55\uff0c\u5982\u679c\u80fd\u591f\u4f4e\u6210\u672c\u5730\u5728\u672c\u5730\u843d\u5730\u4e00\u4e2a DeepSeek \u7ea7\u522b\u7684\u6a21\u578b\uff0c\u5c06\u4f1a\u5bf9\u653f\u5e9c\u548c\u4f01\u4e1a\u667a\u80fd\u5316\u7684\u53d1\u5c55\u6709\u5f88\u5927\u7684\u5e2e\u52a9\u3002<\/p>\n<p>\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u6311\u6218\u4e5f\u662f\u5b58\u5728\u7684\uff0c\u4e5f\u4f1a\u6709\u90e8\u5206\u5ba2\u6237\u53ef\u80fd\u4f1a\u5bf9\u5927\u6a21\u578b\u7684\u80fd\u529b\u671f\u5f85\u6bd4\u8f83\u9ad8\uff0c\u5728\u5b9e\u9645\u7684\u90e8\u7f72\u4f7f\u7528\u4e2d\uff0c\u5927\u6a21\u578b\u7684\u4f7f\u7528\u6548\u679c\u3001\u6210\u672c\u8fd9\u4e9b\u8981\u505a\u5230\u5e73\u8861\u7684\u6311\u6218\u66f4\u660e\u663e\u4e86\u3002<\/p>\n<p><\/p>\n<p class=\"heading-3 ace-line old-record-id-BbT4dyCo8omF1mxLgvmcyJJ0ntj\" style=\"text-align: center\"><span style=\"font-size: 20px\"><strong>\u300c\u98a0\u8986\u82f1\u4f1f\u8fbe\u300d\u7684\u51b7\u601d\u8003<\/strong><\/span><\/p>\n<p>\u5f53\u524d\uff0c\u9664\u534e\u4e3a\u5916\uff0c\u6469\u5c14\u7ebf\u7a0b\u3001\u6c90\u66e6\u3001\u58c1\u4ede\u79d1\u6280\u3001\u5929\u6570\u667a\u82af\u7b49\u6570\u5341\u5bb6\u56fd\u4ea7\u82af\u7247\u5382\u5546\u4e5f\u7eb7\u7eb7\u8ddf\u8fdb\u9002\u914d\u4e86 DeepSeek \u4e24\u6b3e\u6a21\u578b\u3002<\/p>\n<p>\u6709\u82af\u7247\u5382\u5546\u5411 AI \u79d1\u6280\u8bc4\u8bba\u8868\u793a\uff0c\u201cDeepSeek \u5728\u7ed3\u6784\u4e0a\u6709\u521b\u65b0\uff0c\u4f46\u8fd8\u662f LLM\uff0c\u6211\u4eec\u9002\u914d DeepSeek \u90fd\u662f\u805a\u7126\u63a8\u7406\u5e94\u7528\uff0c\u6240\u4ee5\u6280\u672f\u5b9e\u73b0\u4e0a\u5e76\u4e0d\u96be\uff0c\u5b9e\u73b0\u5f97\u90fd\u5f88\u5feb\u3002\u201d<\/p>\n<p>\u4e0d\u8fc7\uff0cMoE \u8fd9\u4e00\u8def\u7ebf\u5bf9\u5b58\u50a8\u548c\u5206\u5e03\u5f0f\u6709\u66f4\u9ad8\u7684\u8981\u6c42\uff0c\u518d\u52a0\u4e0a\u4f7f\u7528\u56fd\u4ea7\u82af\u7247\u90e8\u7f72\u4e5f\u9700\u8981\u8003\u8651\u4e00\u4e9b\u7cfb\u7edf\u517c\u5bb9\u95ee\u9898\uff0c\u5728\u9002\u914d\u8fc7\u7a0b\u4e2d\u4ecd\u6709\u8bb8\u591a\u5de5\u7a0b\u4e0a\u7684\u96be\u9898\u9700\u8981\u89e3\u51b3\u3002<\/p>\n<p>\u201c\u5f53\u524d\uff0c\u56fd\u4ea7\u7b97\u529b\u5728\u4f7f\u7528\u7684\u4fbf\u5229\u6027\u548c\u7a33\u5b9a\u6027\u65b9\u9762\u4e0e\u82f1\u4f1f\u8fbe\u4ecd\u5b58\u8f83\u5927\u5dee\u5f02\uff0c\u8f6f\u4ef6\u73af\u5883\u3001\u6545\u969c\u6392\u67e5\u3001\u6d89\u53ca\u5e95\u5c42\u7684\u6027\u80fd\u4f18\u5316\u7b49\u90fd\u9700\u8981\u539f\u5382\u53c2\u4e0e\u89e3\u51b3\u63a8\u8fdb\u3002\u201d\u4ece\u4e1a\u8005\u5728\u5b9e\u8df5\u8fc7\u540e\u544a\u8bc9 AI \u79d1\u6280\u8bc4\u8bba\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u201c\u7531\u4e8e DeepSeek R1 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