{"id":130934,"date":"2025-02-14T16:15:24","date_gmt":"2025-02-14T08:15:24","guid":{"rendered":"https:\/\/www.growthhk.cn\/cgo\/coo\/130934.html"},"modified":"2025-02-14T16:15:24","modified_gmt":"2025-02-14T08:15:24","slug":"deepseek%e5%b4%9b%e8%b5%b7%ef%bc%8c%e5%88%b0%e5%ba%95%e8%b0%81%e5%b0%86%e5%8f%97%e7%9b%8a%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.growthhk.cn\/cgo\/coo\/130934.html","title":{"rendered":"DeepSeek\u5d1b\u8d77\uff0c\u5230\u5e95\u8c01\u5c06\u53d7\u76ca\uff1f"},"content":{"rendered":"<p>&nbsp;<\/p>\n<figure class=\"image\" data-img-size-val=\"1080,970\"><img decoding=\"async\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2025\/02\/v2_ba7d701151c145a38967f696d236c075@685787461_oswg76263oswg1080oswg970_img_000.jpg\" \/><\/figure>\n<p>DeepSeek\u5df2\u7ecf\u6539\u53d8\u4e86<span class=\"wpcom_tag_link\"><a href=\"https:\/\/www.growthhk.cn\/tag\/%e5%a4%a7%e6%a8%a1%e5%9e%8b\" title=\"\u5927\u6a21\u578b\" target=\"_blank\">\u5927\u6a21\u578b<\/a><\/span>\u884c\u4e1a\u683c\u5c40\u3002<\/p>\n<p>\u4f5c\u8005\/\u8c46\u5305<\/p>\n<p>\u51fa\u54c1\/\u65b0\u6458<\/p>\n<p>2023\u5e74\uff0cOpenAI\u51ed\u501f\u5177\u6709\u98a0\u8986\u6027\u7684ChatGPT\uff0c\u7ad9\u5728\u4e86AI\u884c\u4e1a\u7684C\u4f4d\u4e0a\u3002\u5f53\u65f6\uff0c\u56fd\u5185\u7684\u5934\u90e8\u516c\u53f8\u548cOpenAI\u7684\u5dee\u8ddd\u53ea\u67092-3\u4e2a\u6708\uff0c\u4e5f\u6709\u4eba\u8bf4\u662f3-5\u5e74\uff0c\u751a\u81f3\u6709\u4eba\u8ba4\u4e3a\u662f10\u5e74\u30022-3\u4e2a\u6708\u4e5f\u597d\uff0c10\u5e74\u4e5f\u7f62\uff0c\u4e2d\u56fd\u4f01\u4e1a\u5728\u5927\u6a21\u578b\u9886\u57df\u7684\u4f4d\u7f6e\u4e00\u76f4\u90fd\u6ca1\u53d8\uff0c\u59cb\u7ec8\u5904\u4e8e\u8ffd\u8d76\u72b6\u6001\u3002<\/p>\n<p>2025\u5e74\uff0c\u60c5\u51b5\u51fa\u73b0\u4e86\u53d8\u5316\uff0cDeepSeek\u51ed\u501f\u8d28\u4ef7\u6bd4\u6a21\u5f0f\uff0c\u7ad9\u5728\u4e86AI\u884c\u4e1a\u7684C\u4f4d\u4e0a\u30021\u670811\u65e5\u524d\u540e\uff0cDeepSeek\u5728\u5168\u7403\u8303\u56f4\u5185\u4e0a\u7ebf\u4e86App\uff0c\u636eSensor Tower\u6570\u636e\u663e\u793a\uff0cDeepSeek\u5728\u53d1\u5e03\u768418\u5929\u5185\u7d2f\u8ba1\u4e0b\u8f7d\u91cf\u9ad8\u8fbe1600\u4e07\u6b21\uff0c\u800c\u5728\u540c\u4e00\u65f6\u95f4\u6bb5\uff0cChatGPT\u7684\u4e0b\u8f7d\u91cf\u4e3a900\u4e07\u6b21\u3002\u622a\u81f32\u67085\u65e5\uff0cDeepSeek 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\uff0c\u90a3\u4e48<strong>DeepSeek\u5d1b\u8d77\uff0c\u5230\u5e95\u8c01\u5c06\u53d7\u76ca\uff1f\u8c01\u53c8\u53d7\u4f24\u5bb3\u6700\u5927\uff1f<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u4e00\u3001\u5173\u4e8eDeepSeek\u7684\u771f\u76f8\u4e0e\u8c23\u8a00<\/strong><\/p>\n<p>\u4e0d\u540c\u4e8eOpenAI\uff0cDeepSeek\u7684\u6210\u7acb\u65f6\u95f4\u5f88\u77ed\uff0c\u5176\u80cc\u540e\u7684\u8fd0\u8425\u4e3b\u4f53\u662f\u676d\u5dde\u6df1\u5ea6\u6c42\u7d22\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u6280\u672f\u7814\u7a76\u6709\u9650\u516c\u53f8\uff0c\u8be5\u516c\u53f8\u6210\u7acb\u4e8e2023\u5e747\u670817\u65e5\u3002\u5982\u679c\u7b97\u4e0a\u548c\u6df1\u5ea6\u6c42\u7d22\u5173\u7cfb\u5bc6\u5207\u7684\u5e7b\u65b9\u91cf\u5316\uff0c\u4ed6\u7684\u5386\u53f2\u6bd4OpenAI\u4e45\u4e00\u4e9b\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u5728\u79d1\u6280\u884c\u4e1a\uff0c\u5386\u53f2\u957f\u77ed\u5e76\u4e0d\u662f\u4e00\u5bb6\u4f01\u4e1a\u6280\u672f\u80fd\u529b\u9ad8\u4f4e\u7684\u51b3\u5b9a\u6027\u56e0\u7d20\uff0c\u6df1\u5ea6\u6c42\u7d22\u7528\u4e24\u4e2a\u6a21\u578b\u8bc1\u660e\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n<p>2024\u5e74\u5e95\uff0c\u6df1\u5ea6\u6c42\u7d22\u53d1\u5e03\u4e86\u65b0\u4e00\u4ee3\u5927\u8bed\u8a00\u6a21\u578bV3\u3002\u5f53\u65f6\u7684\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\uff0cV3\u7684\u591a\u9879\u8bc4\u6d4b\u6210\u7ee9\u8d85\u8d8a\u4e86\u4e00\u4e9b\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b\uff0c\u800c\u4e14\u8fd8\u5177\u6709\u6210\u672c\u4f18\u52bf\u3002\u4eca\u5e741\u670824\u65e5\uff0c\u6df1\u5ea6\u6c42\u7d22\u53c8\u53d1\u5e03\u4e86R1\uff0cR1\u662f\u6df1\u5ea6\u6c42\u7d22\u5f15\u53d1\u5168\u7403\u5173\u6ce8\u7684\u4e3b\u8981\u539f\u56e0\u3002\u636e\u6df1\u5ea6\u6c42\u7d22\u4ecb\u7ecd\uff0cR1\u6a21\u578b\u5728\u6280\u672f\u4e0a\u5b9e\u73b0\u4e86\u91cd\u8981\u7a81\u7834\u2014\u7528\u7eaf\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u6cd5\u8ba9AI\u81ea\u53d1\u6d8c\u73b0\u51fa\u63a8\u7406\u80fd\u529b\uff0c\u5728\u6570\u5b66\u3001\u4ee3\u7801\u3001\u81ea\u7136\u8bed\u8a00\u63a8\u7406\u7b49\u4efb\u52a1\u4e0a\uff0c\u6027\u80fd\u6bd4\u80a9OpenAI\u7684o1\u6a21\u578b\u6b63\u5f0f\u7248\u3002<\/p>\n<p><strong>\u66f4\u91cd\u8981\u7684\u662f\uff0cR1\u5ef6\u7eed\u4e86V3\u7684\u9ad8\u6027\u4ef7\u6bd4\u7279\u70b9\uff0c\u5176\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u53ea\u6709600\u4e07\u7f8e\u5143\uff0c\u800cOpenAI\u3001\u8c37\u6b4c\u7b49\u516c\u53f8\u7684\u6295\u5165\u89c4\u6a21\u4e3a\u6570\u4ebf\u7f8e\u5143\u4e43\u81f3\u6570\u5341\u4ebf\u7f8e\u5143\u3002<\/strong><\/p>\n<figure class=\"image\" data-img-size-val=\"1080,720\"><img decoding=\"async\" src=\"https:\/\/www.growthhk.cn\/wp-content\/uploads\/2025\/02\/v2_c73bb3088dc2449e87a0e9c07ad8159f@685787461_oswg55236oswg1080oswg720_img_000.jpg\" \/><\/figure>\n<p>\u6027\u80fd\u4e0d\u5f31+\u6210\u672c\u66f4\u4f4e\uff0c\u8fd9\u4e24\u4e2abuff\u8ba9DeepSeek\u5438\u5f15\u4e86\u5168\u7403\u7684\u5173\u6ce8\uff0c\u540c\u65f6\u4e5f\u5f15\u6765\u4e86\u4e89\u8bae\uff0c\u7b2c\u4e00\u4e2a\u4e89\u8bae\uff0c\u4e5f\u662f\u6700\u4e3b\u8981\u7684\u4e89\u8bae\u5c31\u662f\u2014\u6210\u672c\u771f\u7684\u6709\u8fd9\u4e48\u4f4e\u5417\uff1f<\/p>\n<p>\u5728DeepSeek\u4e4b\u524d\uff0c\u884c\u4e1a\u7684\u6a21\u5f0f\u662f\u901a\u8fc7\u5927\u89c4\u6a21\u5806\u6599\uff0c\u4e5f\u5c31\u662f\u7b97\u529b\u3001\u6570\u636e\uff0c\u83b7\u5f97\u6027\u80fd\u66f4\u5f3a\u7684\u5927\u6a21\u578b\u3002\u5728\u8fd9\u79cd\u903b\u8f91\u7684\u6307\u5bfc\u4e0b\uff0c\u5927\u6a21\u578b\u4e00\u76f4\u88ab\u8ba4\u4e3a\u662f\u5de8\u5934\u7684\u6e38\u620f\uff0c\u968f\u7740\u5404\u5de8\u5934\u8c6a\u63b7\u5343\u91d1\uff0c\u903b\u8f91\u88ab\u8fdb\u4e00\u6b65\u5f3a\u5316\uff0c\u800cDeepSeek\u6253\u7834\u4e86\u8fd9\u4e2a\u903b\u8f91\u3002<\/p>\n<p>\u76ee\u524d\u5e7f\u4e3a\u6d41\u4f20\u7684\u6210\u672c\u6570\u636e\u662f600\u4e07\u7f8e\u5143\uff0c\u4e25\u683c\u6765\u8bf4\uff0c\u8fd9600\u4e07\u7f8e\u5143\u6307\u7684\u53ea\u662f\u9884\u8bad\u7ec3\u8fc7\u7a0b\u4e2d GPU\u7684\u82b1\u8d39\uff0c\u8fd9\u53ea\u662f\u603b\u6210\u672c\u4e2d\u7684\u4e00\u90e8\u5206\u3002\u4f17\u6240\u5468\u77e5\uff0c\u82f1\u4f1f\u8fbe\u662f\u8bad\u7ec3\u5927\u6a21\u578bGPU\u7684\u4e3b\u8981\u63d0\u4f9b\u8005\uff0c\u4e3a\u4e86\u5e94\u5bf9\u6cd5\u89c4\u8981\u6c42\uff0c\u82f1\u4f1f\u8fbe\u63a8\u51fa\u4e86\u4e0d\u540c\u7248\u672c\u7684H100\uff08\u5982H800\u3001H20\uff09\uff0c\u76ee\u524d\u4e2d\u56fd\u516c\u53f8\u53ea\u80fd\u4f7f\u7528H20\uff0c\u6df1\u5ea6\u6c42\u7d22\u7684\u4e3b\u529bGPU\u5e94\u662fH20\uff0c\u5176\u4ed6\u8fd8\u5305\u62ecH800\u548cH100\u3002<\/p>\n<p>\u636e\u77e5\u540d\u534a\u5bfc\u4f53\u7814\u7a76\u673a\u6784 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AI\u524d\u7814\u7a76\u4e3b\u7ba1Tanishq Mathew Abraham\uff0c\u5728\u8fd1\u671f\u7684\u535a\u6587\u4e2d\u5f3a\u8c03\u4e86DeepSeek\u7684\u4e09\u4e2a\u521b\u65b0\u70b9\u3002<\/p>\n<p>\u9996\u5148\u662f\u591a\u5934\u6ce8\u610f\u529b\u673a\u5236\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u901a\u5e38\u662f\u57fa\u4e8eTransformer\u67b6\u6784\uff0c\u4f7f\u7528\u6240\u8c13\u7684\u591a\u5934\u6ce8\u610f\u529b\uff08MHA\uff09\u673a\u5236\u3002DeepSeek\u56e2\u961f\u5f00\u53d1\u4e86\u4e00\u79cdMHA\u673a\u5236\u7684\u53d8\u4f53\uff0c\u8fd9\u79cd\u673a\u5236\u65e2\u80fd\u66f4\u9ad8\u6548\u5730\u5229\u7528\u5185\u5b58\uff0c\u53c8\u80fd\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd\u8868\u73b0\u3002\u5176\u6b21\u662f\u53ef\u9a8c\u8bc1\u5956\u52b1\u7684GRPO\uff0cDeepSeek\u8bc1\u660e\u4e86\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u6d41\u7a0b\u5b9e\u9645\u4e0a\u53ef\u4ee5\u8fbe\u5230\u7c7b\u4f3cGPT-4\u7684\u6548\u679c\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4ed6\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u79f0\u4e3aGRPO\u7684PPO\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u53d8\u4f53\uff0c\u8fd9\u79cd\u7b97\u6cd5\u66f4\u52a0\u9ad8\u6548\u4e14\u6027\u80fd\u66f4\u597d\u3002\u6700\u540e\u662fDualPipe\uff0c\u5728\u591aGPU\u73af\u5883\u4e0b\u8bad\u7ec3AI\u6a21\u578b\u65f6\uff0c\u9700\u8981\u8003\u8651\u5f88\u591a\u6548\u7387\u76f8\u5173\u7684\u56e0\u7d20\u3002DeepSeek\u56e2\u961f\u8bbe\u8ba1\u4e86\u4e00\u79cd\u79f0\u4e3aDualPipe\u7684\u65b0\u65b9\u6cd5\uff0c\u8fd9\u79cd\u65b9\u6cd5\u7684\u6548\u7387\u548c\u901f\u5ea6\u90fd\u663e\u8457\u63d0\u9ad8\u3002<\/p>\n<p>\u91d1\u6c99\u6c5f\u521b\u6295\u8463\u4e8b\u603b\u7ecf\u7406\u6731\u5578\u864e\u5219\u8868\u793a\uff0cDeepSeek\u7684\u6838\u5fc3\u662f\u4e0d\u518d\u9700\u8981\u4eba\u7c7b\u5e72\u9884\uff0c\u672c\u6765\u662fRLHF\uff08\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff09\uff0c\u73b0\u5728\u76f4\u63a5\u505aRL\uff08\u5f3a\u5316\u5b66\u4e60\uff09\u4e86\uff0c\u6240\u4ee5\u6210\u672c\u53ef\u4ee5\u505a\u5f97\u5f88\u4f4e\u3002<\/p>\n<p><strong>\u7efc\u5408\u6765\u770b\uff0cDeepSeek\u7684\u521b\u65b0\u5728\u4e8e\u63a8\u7406\u73af\u8282\uff0c\u901a\u8fc7\u5de5\u7a0b\u521b\u65b0\uff0c\u4f18\u5316\u4e86\u5927\u6a21\u578b\u5728\u63a8\u7406\u73af\u8282\u4e0a\u5b58\u5728\u7684\u75db\u70b9\uff0c\u8ba9\u4ea7\u54c1\u6027\u80fd\u5b9e\u73b0\u4e86\u5927\u5e45\u63d0\u5347\u3002<\/strong>\u800c\u8fd9\u5176\u5b9e\u662f\u65e9\u5df2\u7ecf\u6ce8\u5b9a\u7684\u7ed3\u679c\uff0c\u4ece\u65e5\u7528\u767e\u8d27\u5230\u624b\u673a\u3001\u6c7d\u8f66\uff0c\u4e2d\u56fd\u4f01\u4e1a\u4e00\u76f4\u90fd\u64c5\u957f\u505a\u8d28\u4ef7\u6bd4\uff0cDeepSeek\u5728\u5927\u6a21\u578b\u9886\u57df\u5ef6\u7eed\u4e86\u8fd9\u4e00\u4f20\u7edf\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u4e09\u3001\u5230\u5e95\u8c01\u5c06\u53d7\u76ca\uff1f\u8c01\u4f1a\u53d7\u51b2\u51fb\uff1f<\/strong><\/p>\n<p>\u6beb\u65e0\u7591\u95ee\uff0cDeepSeek\u4f5c\u4e3a\u7ee7OpenAI\u4e4b\u540e\u7b2c\u4e8c\u4e2a\u5bf9\u884c\u4e1a\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u7684\u5927\u6a21\u578b\uff0c\u5fc5\u5c06\u4f1a\u8ba9\u4e00\u90e8\u5206\u4eba\u53d7\u76ca\uff0c\u4e5f\u4f1a\u51b2\u51fb\u4e00\u90e8\u5206\u4eba\u7684\u5229\u76ca\u3002<\/p>\n<p>\u76ee\u524d\u6765\u770b\uff0c\u53d7\u51b2\u51fb\u8f83\u5927\u7684\u662f\u63d0\u4f9bGPU\u7684\u82f1\u4f1f\u8fbe\uff0c\u5176\u5e02\u503c\u56e0\u4e3aDeepSeek\u4e00\u5ea6\u4e0b\u8dcc\u8d85\u8fc76000\u4ebf\u7f8e\u5143\u3002\u4e0d\u8fc7\uff0c\u8fd9\u53ea\u662f\u8868\u9762\u73b0\u8c61\uff0c\u53d7DeepSeek\u51b2\u51fb\u6700\u5927\u7684\u5176\u5b9e\u662f\u4ee5OpenAI\u4e3a\u9996\u7684\u95ed\u6e90\u5927\u6a21\u578b\u5382\u5546\u3002<\/p>\n<p>\u5bf9\u82f1\u4f1f\u8fbe\u6765\u8bf4\uff0cDeepSeek\u7684\u53e6\u8f9f\u8e4a\u5f84\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6253\u7834\u4e86\u5927\u6a21\u578b\u7684\u552f\u7b97\u529b\u8bba\u3002\u4f46\u662f\uff0c\u4e0d\u7ba1\u662fDeepSeek\u8fd8\u662fOpenAI\uff0c\u5728\u505a\u8bad\u7ec3\u65f6\u4f9d\u7136\u9700\u8981\u4ed6\u7684GPU\uff0c\u5373\u4fbf\u662f\u5176\u4ed6\u5927\u6a21\u578b\u5382\u5546\u8f6c\u5411DeepSeek\u7684\u7b56\u7565\uff0c\u4e5f\u8981\u4f9d\u9760\u82f1\u4f1f\u8fbe\u3002\u74e6\u7279\u57281759\u5e74\u6539\u826f\u84b8\u6c7d\u673a\u540e\uff0c\u66f4\u9ad8\u6548\u7684\u84b8\u6c7d\u673a\u5f00\u59cb\u5e7f\u6cdb\u5e94\u7528\uff0c\u8fd9\u6ca1\u6709\u964d\u4f4e\u5bf9\u7164\u70ad\u7684\u9700\u6c42\uff0c\u82f1\u56fd\u7684\u7164\u70ad\u603b\u6d88\u8017\u6307\u6570\u53cd\u800c\u51fa\u73b0\u4e86\u4e0a\u5347\uff0c\u8fd9\u79cd\u73b0\u8c61\u4e5f\u9002\u7528\u4e8e\u7b97\u529b\u5e02\u573a\u3002<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cDeepSeek\u5bf9OpenAI\u4e3a\u9996\u7684\u95ed\u6e90\u5927\u6a21\u578b\u5382\u5546\u7684\u51b2\u51fb\u66f4\u5927\u3002\u524d\u9762\u63d0\u5230\uff0c\u5982\u679cOpenAI\u4e0d\u80fd\u8bc1\u660e\u8fd9\u79cd\u4e07\u5361\u96c6\u7fa4\u6a21\u5f0f\u80fd\u6301\u7eed\u5730\u5e2e\u52a9\u5927\u6a21\u578b\u5927\u5e45\u63d0\u5347\u6027\u80fd\uff0c\u90a3\u4ed6\u4e0d\u4ec5\u8981\u88ab\u6295\u8d44\u4eba\u8d28\u7591\uff0c\u8fd8\u4f1a\u88ab\u7528\u6237\u629b\u5f03\uff0c\u5982\u6b64\u4e00\u6765\uff0c\u5176<span class=\"wpcom_keyword_link\"><a href=\"https:\/\/www.growthhk.cn\/model\" title=\"\u5546\u4e1a\u6a21\u5f0f\">\u5546\u4e1a\u6a21\u5f0f<\/a><\/span>\u5c31\u5f88\u96be\u8d70\u901a\u3002<\/p>\n<p>DeepSeek\u4e5f\u5c06\u5bf9\u4f20\u7edf\u641c\u7d22\u5382\u5546\u4ea7\u751f\u51b2\u51fb\uff0c\u8fd9\u5176\u5b9e\u5728OpenAI\u7206\u706b\u540e\u5c31\u51fa\u73b0\u8fc7\u4e00\u6b21\uff0c\u5f53\u65f6\u7684\u903b\u8f91\u662f\u5927\u6a21\u578b\u7684\u9ad8\u6548\u548c\u4f4e\u6210\u672c\u5c06\u4fb5\u8680\u8c37\u6b4c\u7684\u641c\u7d22\u5e02\u573a\u7684\u4efd\u989d\u3002\u5728PC\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u641c\u7d22\u662f\u7b2c\u4e00\u4e2a\u6740\u624b\u7ea7\u5e94\u7528\uff0c\u4e1a\u5185\u666e\u904d\u8ba4\u4e3a\uff0cAI\u65f6\u4ee3\u7684\u7b2c\u4e00\u4e2a\u6740\u624b\u7ea7\u5e94\u7528\u4e5f\u662f\u641c\u7d22\u3002<\/p>\n<figure class=\"image\" data-img-size-val=\"1080,651\"><img decoding=\"async\" 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