\u3010\ud83c\udf1f \u6458\u8981\u3011\u4f5c\u4e3a\u300aDeepSeek\u5168\u666f\u900f\u89c6\uff1a\u6280\u672f\u3001\u5e94\u7528\u4e0e\u672a\u6765\u300b\u7cfb\u5217\u7684\u9996\u7bc7\uff0c\u672c\u6587\u5168\u9762\u4ecb\u7ecdDeepSeek\u5982\u4f55\u4ee5\u5f00\u6e90\u521b\u65b0\u548c\u6781\u81f4\u6027\u4ef7\u6bd4\u63a8\u52a8\u4e2d\u56fdAI\u81ea\u4e3b\u5d1b\u8d77\uff0c\u6210\u4e3a\u5168\u7403\u589e\u957f\u6700\u5feb\u7684AI\u5de5\u5177\uff0c\u91cd\u5851\u4ea7\u4e1a\u683c\u5c40\u3002\u8be5\u7cfb\u5217\u517115\u7bc7\u6587\u7ae0\uff0c\u65e8\u5728\u6df1\u5ea6\u5256\u6790DeepSeek\u7684\u6280\u672f\u7a81\u7834\u3001\u5e94\u7528\u573a\u666f\u53ca\u672a\u6765\u6f5c\u529b\uff0c\u4e3a\u8bfb\u8005\u63d0\u4f9b\u5168\u666f\u5f0f\u6d1e\u5bdf\u3002<\/p>\n\n\n\n
\ud83d\udcdd\u5f15\u8a00\uff1aAI\u6d6a\u6f6e\u4e0b\u7684\u4e2d\u56fd\u529b\u91cf\u4e0e\u6280\u672f\u6c11\u4e3b\u5316
2023\u5e74\u4ee5\u6765\uff0c\u5168\u7403\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u8fce\u6765\u65b0\u4e00\u8f6e\u6280\u672f\u9769\u547d\u3002\u5927\u6a21\u578b\u3001\u751f\u6210\u5f0fAI\u3001\u667a\u80fd\u4f53\u7b49\u521b\u65b0\u4e0d\u65ad\u6d8c\u73b0\uff0c\u63a8\u52a8\u7740\u4eba\u7c7b\u793e\u4f1a\u7684\u751f\u4ea7\u529b\u548c\u8ba4\u77e5\u8fb9\u754c\u6301\u7eed\u62d3\u5c55\u3002\u7136\u800c\uff0c\u6280\u672f\u5c01\u9501\u3001\u7b97\u529b\u58c1\u5792\u3001\u95ed\u6e90\u751f\u6001\u7b49\u95ee\u9898\uff0c\u957f\u671f\u5236\u7ea6\u7740\u4e2d\u56fdAI\u4ea7\u4e1a\u7684\u81ea\u4e3b\u521b\u65b0\u4e0e\u5168\u7403\u7ade\u4e89\u529b\u3002\u6b63\u662f\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0cDeepSeek\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n\n\n\n
DeepSeek\u4e0d\u4ec5\u4ee5\u6280\u672f\u7a81\u7834\u548c\u5f00\u6e90\u666e\u60e0\u4e3a\u6838\u5fc3\u9a71\u52a8\u529b\uff0c\u66f4\u4ee5\u4eba\u6587\u5173\u6000\u548c\u4ea7\u4e1a\u534f\u540c\u4e3a\u5df1\u4efb\uff0c\u8fc5\u901f\u6210\u957f\u4e3a\u5168\u7403\u589e\u957f\u6700\u5feb\u7684AI\u5de5\u5177\u30022025\u5e743\u6708\uff0c\u5168\u7403\u5f00\u53d1\u8005\u793e\u533a\u89c1\u8bc1\u4e86\u4e00\u4f4d\u5370\u5c3c\u5927\u5b66\u751f\u7528DeepSeek\u672c\u5730\u5316\u5de5\u5177\u5305\uff0c\u4ec5\u75283\u5929\u30019.7\u7f8e\u5143\u8bad\u7ec3\u51fa\u80fd\u8bc6\u522b\u4e1c\u5357\u4e9a\u65b9\u8a00\u7684\u8bed\u97f3\u6a21\u578b\u3002\u8fd9\u4e00\u6848\u4f8b\uff0c\u6210\u4e3a\u4e2d\u56fdAI\u4f01\u4e1aDeepSeek\u6380\u8d77\u5f00\u6e90\u9769\u547d\u3001\u63a8\u52a8\u6280\u672f\u6c11\u4e3b\u5316\u7684\u7f29\u5f71\u3002<\/p>\n\n\n\n
\ud83c\udfc1\u4e00\u3001\u8bde\u751f\u80cc\u666f\u4e0e\u6838\u5fc3\u5b9a\u4f4d
1.1 \u6280\u672f\u5c01\u9501\u4e0b\u7684\u81ea\u4e3b\u521b\u65b0
\u82af\u7247\u7981\u4ee4\u50ac\u5316\uff1a2022\u5e74\u8d77\uff0c\u7f8e\u56fd\u5bf9\u534eAI\u82af\u7247\u7981\u8fd0\uff0cNVIDIA A100\/H100\u7b49\u9ad8\u7aef\u7b97\u529b\u82af\u7247\u53d7\u9650\uff0c\u56fd\u5185AI\u4f01\u4e1a\u9762\u4e34\u201c\u7b97\u529b\u8352\u201d\u30022023\u5e7410\u6708\uff0c\u7f8e\u56fd\u8fdb\u4e00\u6b65\u5347\u7ea7\u7981\u4ee4\uff0c\u82f1\u4f1f\u8fbeA100\/H100\u5168\u9762\u65ad\u4f9b\uff08\u8def\u900f\u793e\u62a5\u9053\uff09\u3002<\/p>\n\n\n\n
\u7b97\u529b\u7a81\u56f4\u8def\u5f84\uff1a\u5e7b\u65b9\u91cf\u5316\u51ed\u501f\u5728\u91cf\u5316\u6295\u8d44\u9886\u57df\u79ef\u7d2f\u7684\u7b97\u529b\u548c\u8d44\u91d1\uff08\u8d8520000\u5f20A100\u96c6\u7fa4\uff09\uff0c\u7387\u5148\u5e03\u5c40\u5927\u6a21\u578b\u7814\u53d1\uff0c\u529b\u56fe\u7a81\u7834\u56fd\u9645\u6280\u672f\u58c1\u5792\u3002<\/p>\n\n\n\n
\u6218\u7565\u5b9a\u4f4d\uff1aDeepSeek\u4e8e2023\u5e747\u670817\u65e5\u6210\u7acb\uff0c\u7531\u5e7b\u65b9\u91cf\u5316\u521b\u59cb\u4eba\u6881\u6587\u950b\u4e3b\u5bfc\uff0c\u805a\u7126\u5927\u6a21\u578b\u4e0e\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7814\u53d1\uff0c\u786e\u7acb\u201c\u5f00\u6e90+\u4e2d\u6587+\u4f4e\u6210\u672c\u201d\u4e09\u89d2\u6218\u7565\uff0c\u586b\u8865\u56fd\u5185\u751f\u6001\u7a7a\u767d\u3002<\/p>\n\n\n\n
1.2 \u5f00\u6e90\u751f\u6001\u7684\u4e2d\u56fd\u7834\u5c40
\u957f\u671f\u4ee5\u6765\uff0c\u4e2d\u56fdAI\u9886\u57df\u9ad8\u5ea6\u4f9d\u8d56\u95ed\u6e90\u6280\u672f\uff0c\u5f00\u6e90\u751f\u6001\u8584\u5f31\uff0c\u521b\u65b0\u6d3b\u529b\u53d7\u9650\u30022023\u5e746\u6708\uff0c\u4e2d\u56fd\u5f00\u6e90\u6a21\u578b\u5360\u6bd4\u4ec512%\uff0c\u8fdc\u4f4e\u4e8e\u7f8e\u56fd39%\uff08\u4e2d\u56fd\u4fe1\u901a\u9662\u62a5\u544a\uff09\u3002<\/p>\n\n\n\n
DeepSeek\u4ee5\u201c\u5f00\u6e90\u666e\u60e0\u201d\u4e3a\u6838\u5fc3\u5b9a\u4f4d\uff0c\u6210\u4e3a\u5168\u7403\u9996\u4e2a\u5168\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578b\u4f53\u7cfb\uff0c\u63a8\u52a8AI\u6280\u672f\u6c11\u4e3b\u5316\u3002<\/p>\n\n\n\n
\u901a\u8fc7\u5f00\u653e\u6a21\u578b\u6743\u91cd\u3001\u8bad\u7ec3\u4ee3\u7801\u3001\u6570\u636e\u6e05\u6d17\u6d41\u7a0b\u548c\u5fae\u8c03\u5de5\u5177\uff0c\u6781\u5927\u964d\u4f4e\u5f00\u53d1\u95e8\u69db\uff0c\u5438\u5f15\u5168\u7403\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u53c2\u4e0e\u3002<\/p>\n\n\n\n
1.3 \u666e\u60e0\u5316\u4e0e\u672c\u5730\u5316\u7684\u6218\u7565\u9009\u62e9
DeepSeek\u5f3a\u8c03\u9ad8\u6027\u80fd\u3001\u4f4e\u6210\u672c\u3001\u5168\u5f00\u6e90\uff0c\u964d\u4f4e\u5927\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\u95e8\u69db\uff0c\u5c24\u5176\u5728\u4e2d\u6587\u8bed\u5883\u4e0b\u8868\u73b0\u7a81\u51fa\u3002<\/p>\n\n\n\n
\u652f\u6301\u4e2d\u5c0f\u4f01\u4e1a\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u5feb\u901f\u90e8\u7f72AI\uff0c\u52a9\u529b\u4e2d\u56fdAI\u4ea7\u4e1a\u5b9e\u73b0\u201c\u5f2f\u9053\u8d85\u8f66\u201d\u3002<\/p>\n\n\n\n
\u5728\u53e4\u6587\u7ffb\u8bd1\u3001\u7f51\u7edc\u70ed\u8bcd\u7406\u89e3\u7b49\u4efb\u52a1\u4e2d\uff0c\u51c6\u786e\u7387\u8d85\u56fd\u9645\u6a21\u578b12-15\u4e2a\u767e\u5206\u70b9\uff0c\u6210\u4e3a\u56fd\u5185\u7528\u6237\u9996\u9009\u3002<\/p>\n\n\n\n
\ud83d\ude80\u4e8c\u3001\u53d1\u5c55\u5386\u7a0b\u4e0e\u5173\u952e\u91cc\u7a0b\u7891<\/p>\n\n\n\n
2.1 \u521d\u521b\u4e0e\u6280\u672f\u79ef\u7d2f\uff082023\u5e747\u6708-2023\u5e7411\u6708\uff09
2023\u5e747\u6708\uff1aDeepSeek\u6210\u7acb\uff0c\u805a\u7126\u5927\u6a21\u578b\u4e0eAGI\u7814\u53d1\u3002<\/p>\n\n\n\n
2023\u5e7411\u6708\uff1a\u53d1\u5e03\u9996\u6b3e\u4ee3\u7801\u6a21\u578bDeepSeek-Coder\uff0c\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0cGitHub\u5468\u4e0b\u8f7d\u91cf\u7a81\u783420\u4e07\uff0c\u6210\u4e3a\u5f00\u53d1\u8005\u793e\u533a\u5173\u6ce8\u7126\u70b9\u3002<\/p>\n\n\n\n
2.2 \u591a\u6a21\u6001\u4e0e\u5927\u6a21\u578b\u7a81\u7834\uff082024\u5e741\u6708-2024\u5e7412\u6708\uff09
2024\u5e741\u6708\uff1a\u53d1\u5e03\u9996\u4e2a\u5927\u6a21\u578bDeepSeek LLM\uff0c\u6027\u80fd\u63a5\u8fd1\u56fd\u9645\u4e3b\u6d41\u5927\u6a21\u578b\u3002<\/p>\n\n\n\n
2024\u5e745\u6708\uff1a\u5f00\u6e90\u7b2c\u4e8c\u4ee3MoE\u6a21\u578bDeepSeek-V2\uff0c\u8bad\u7ec3\u6210\u672c\u4ec5557\u4e07\u7f8e\u5143\uff0c\u63a8\u7406\u6210\u672c\u964d\u81f3GPT-4 Turbo\u76841\/70\uff0c\u6027\u80fd\u63a5\u8fd1\u56fd\u9645\u9876\u5c16\u6c34\u5e73\u3002<\/p>\n\n\n\n
2024\u5e7412\u6708\uff1a\u63a8\u51fa\u89c6\u89c9\u6a21\u578bDeepSeek-VL2\u53caDeepSeek-V3\u9996\u4e2a\u7248\u672c\u5e76\u540c\u6b65\u5f00\u6e90\uff0c\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\u8f93\u51fa\u3002<\/p>\n\n\n\n
2.3 \u7206\u53d1\u5f0f\u589e\u957f\u4e0e\u5168\u7403\u5f71\u54cd\uff082025\u5e741\u6708-2025\u5e743\u6708\uff09
2025\u5e741\u6708\uff1a\u53d1\u5e03DeepSeek-R1\u5f3a\u5316\u5b66\u4e60\u6a21\u578b\uff0c\u5728AIME\u6570\u5b66\u7ade\u8d5b\u4e2d\u51c6\u786e\u7387\u8fbe79.8%\uff0c\u8d85\u8d8aOpenAI o1\uff0cApp\u6b63\u5f0f\u4e0a\u7ebf\u3002<\/p>\n\n\n\n
2025\u5e742\u6708-3\u6708\uff1aApp\u7d2f\u8ba1\u4e0b\u8f7d\u91cf\u8d851.1\u4ebf\uff0c\u5468\u6d3b\u7528\u6237\u8fd19700\u4e07\uff0c\u5355\u65e5API\u8c03\u7528\u5cf0\u503c\u8fbe47\u4ebf\u6b21\uff0c\u6708\u8bbf\u95ee\u91cf\u8fbe5.25\u4ebf\uff0c\u5168\u7403\u6392\u540d\u7b2c\u4e09\uff0c\u4ec5\u6b21\u4e8eChatGPT\u548cCanva\u3002<\/p>\n\n\n\n
2025\u5e743\u6708\uff1aDeepSeek App\u767b\u9876140\u56fdApp Store\uff0c\u6210\u4e3a\u5168\u7403\u589e\u957f\u6700\u5feb\u7684AI\u5de5\u5177\u3002<\/p>\n\n\n\n
\ud83d\udcc5 \u5173\u952e\u91cc\u7a0b\u7891\u5217\u8868
\u65f6\u95f4<\/p>\n\n\n\n
\u4e8b\u4ef6<\/p>\n\n\n\n
\u5f71\u54cd\u529b\/\u6570\u636e<\/p>\n\n\n\n
2023.07<\/p>\n\n\n\n
DeepSeek\u6210\u7acb<\/p>\n\n\n\n
\u5e7b\u65b9\u91cf\u5316\u5b75\u5316\uff0c\u6881\u6587\u950b\u4e3b\u5bfc<\/p>\n\n\n\n
2023.11<\/p>\n\n\n\n
DeepSeek-Coder\u53d1\u5e03<\/p>\n\n\n\n
GitHub\u5468\u4e0b\u8f7d\u91cf20\u4e07+<\/p>\n\n\n\n
2024.01<\/p>\n\n\n\n
DeepSeek LLM\u53d1\u5e03<\/p>\n\n\n\n
\u6027\u80fd\u63a5\u8fd1\u56fd\u9645\u4e3b\u6d41\u5927\u6a21\u578b<\/p>\n\n\n\n
2024.05<\/p>\n\n\n\n
DeepSeek-V2\u5f00\u6e90<\/p>\n\n\n\n
\u8bad\u7ec3\u6210\u672c557\u4e07\u7f8e\u5143\uff0c\u63a8\u7406\u6210\u672c1\/70<\/p>\n\n\n\n
2024.12<\/p>\n\n\n\n
DeepSeek-VL2\u3001V3\u53d1\u5e03\u5e76\u5f00\u6e90<\/p>\n\n\n\n
\u591a\u6a21\u6001\u80fd\u529b\uff0c\u6027\u80fd\u56fd\u9645\u9886\u5148<\/p>\n\n\n\n
2025.01<\/p>\n\n\n\n
DeepSeek-R1\u53d1\u5e03\uff0cApp\u4e0a\u7ebf<\/p>\n\n\n\n
AIME\u51c6\u786e\u738779.8%\uff0c\u8d85OpenAI o1<\/p>\n\n\n\n
2025.02-03<\/p>\n\n\n\n
App\u7d2f\u8ba1\u4e0b\u8f7d1.1\u4ebf\uff0c\u5468\u6d3b9700\u4e07\uff0cAPI\u5cf0\u503c47\u4ebf\uff0c\u6708\u8bbf\u95ee5.25\u4ebf<\/p>\n\n\n\n
\u5168\u7403\u6392\u540d\u7b2c\u4e09\uff0c\u589e\u957f\u901f\u5ea6\u5168\u7403\u7b2c\u4e00<\/p>\n\n\n\n
\ud83e\udde0\u4e09\u3001\u6280\u672f\u521b\u65b0\u4e0e\u6218\u7565\u610f\u4e49
3.1 \u539f\u521b\u6280\u672f\u7a81\u7834
3.1.1 \u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u4e0e\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b\uff08MLA\uff09
MoE\u67b6\u6784\u5b9e\u73b0\u53c2\u6570\u7a00\u758f\u6fc0\u6d3b\uff0c\u6781\u5927\u964d\u4f4e\u8bad\u7ec3\u4e0e\u63a8\u7406\u6210\u672c\u3002\u52a8\u6001\u8def\u7531\u7b97\u6cd5\u6539\u8fdb\uff0c\u4e13\u5bb6\u6fc0\u6d3b\u9891\u7387\u6807\u51c6\u5dee\u964d\u81f30.17\uff08\u539f\u59cbMoE\u4e3a0.53\uff09\u3002<\/p>\n\n\n\n
MLA\u673a\u5236\u63d0\u5347\u6a21\u578b\u5bf9\u590d\u6742\u4efb\u52a1\u7684\u7406\u89e3\u4e0e\u6cdb\u5316\u80fd\u529b\u3002KV\u7f13\u5b58\u51cf\u5c1193.3%\uff0c\u5b9e\u73b0\u5355\u5361\u8fd0\u884c130\u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u541e\u5410\u91cf\u63d0\u53474.2\u500d\uff08\u65af\u5766\u798f\u5927\u5b66\u8bc4\u6d4b\u62a5\u544a\uff09\u3002<\/p>\n\n\n\n
DeepSeek-V2\u5355\u6b21\u63a8\u7406\u6210\u672c0.0003\uff0c\u8fdc\u4f4e\u4e8eGPT-4 Turbo\u76840.021\uff1b\u8bad\u7ec3\u80fd\u8017127MWh\uff0c\u4ec5\u4e3aGPT-4 Turbo\u76841\/5\u3002<\/p>\n\n\n\n
3.1.2 FP8\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3
\u91c7\u7528FP8\u6df7\u5408\u7cbe\u5ea6\uff0c\u63d0\u5347\u8bad\u7ec3\u6548\u7387\uff0c\u964d\u4f4e\u80fd\u8017\u3002DeepSeek-V3\u603b\u8bad\u7ec3\u6210\u672c\u4ec5\u4e3a557.6\u4e07\u7f8e\u5143\uff08\u53c2\u8003\uff1aDeepSeek\u5b98\u65b9\u5f00\u6e90\u62a5\u544a\uff0c2024.12\uff09\u3002<\/p>\n\n\n\n
3.1.3 \u52a8\u6001\u7a00\u758f\u6fc0\u6d3b
\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\uff0c\u63d0\u5347\u6a21\u578b\u6548\u7387\u4e0e\u54cd\u5e94\u901f\u5ea6\u3002\u652f\u6301\u5927\u89c4\u6a21\u5e76\u53d1\u63a8\u7406\uff0c\u6ee1\u8db3\u4f01\u4e1a\u7ea7\u5e94\u7528\u9700\u6c42\u3002<\/p>\n\n\n\n
3.1.4 \u4e2d\u6587\u9886\u57df\u4f18\u5316
\u9488\u5bf9\u4e2d\u6587\u53e4\u6587\u3001\u7f51\u7edc\u70ed\u8bcd\u3001\u4e13\u4e1a\u672f\u8bed\u7b49\u573a\u666f\u6df1\u5ea6\u4f18\u5316\u3002\u8bed\u6599\u5e93\u5305\u542b2.3\u4ebf\u6761\u4e2d\u6587\u9ad8\u8d28\u91cf\u6570\u636e\uff08\u542b\u65b9\u8a00\u3001\u53e4\u6587\u3001\u4e13\u4e1a\u6587\u732e\uff09\u3002<\/p>\n\n\n\n
\u7f51\u7edc\u70ed\u8bcd\u8bc6\u522b\u51c6\u786e\u738792.7%\uff08\u5bf9\u6bd4GPT-4\u768478.4%\uff09\uff0c\u300a\u7ea2\u697c\u68a6\u300b\u8bd7\u8bcd\u7ffb\u8bd1\u4fe1\u8fbe\u96c5\u8bc4\u5206\u8fbe8.9\/10\uff08\u5317\u5927\u4e2d\u6587\u7cfb\u8bc4\u6d4b\uff09\u3002<\/p>\n\n\n\n
\u4f8b\u5982\uff0c\u5728\u53e4\u6587\u7ffb\u8bd1\u3001\u7f51\u7edc\u70ed\u8bcd\u7406\u89e3\u7b49\u4efb\u52a1\u4e2d\uff0cDeepSeek\u8868\u73b0\u7a81\u51fa\u30022025\u5e74\uff0cDeepSeek\u5728\u300a\u7ea2\u697c\u68a6\u300b\u8bd7\u8bcd\u7ffb\u8bd1\u4e2d\uff0c\u4fe1\u8fbe\u96c5\u8bc4\u5206\u8fbe8.9\/10\uff0c\u7f51\u7edc\u70ed\u8bcd\u5982\u201c\u6813Q\u201d\u201c\u7edd\u7edd\u5b50\u201d\u7b49\uff0c\u8bc6\u522b\u51c6\u786e\u7387\u9ad8\u8fbe92.7%\uff0c\u8fdc\u8d85\u56fd\u9645\u7ade\u54c1\u3002<\/p>\n\n\n\n
3.2 \u5f00\u6e90\u7b56\u7565\u4e0e\u751f\u6001\u5efa\u8bbe<\/p>\n\n\n\n
3.2.1 \u5168\u9762\u5f00\u653e
\u5f00\u653e\u6a21\u578b\u6743\u91cd\u3001\u8bad\u7ec3\u4ee3\u7801\u3001\u6570\u636e\u6e05\u6d17\u6d41\u7a0b\u548c\u5fae\u8c03\u5de5\u5177\u3002\u964d\u4f4e\u5f00\u53d1\u95e8\u69db\uff0c\u5438\u5f15\u5168\u7403\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u53c2\u4e0e\uff0c\u5f62\u6210\u5f3a\u5927\u751f\u6001\u62a4\u57ce\u6cb3\u3002<\/p>\n\n\n\n
3.2.2 \u63d2\u4ef6\u4e0e\u5782\u76f4\u9886\u57df\u6a21\u578b
\u63d2\u4ef6\u6570\u91cf\u6fc0\u589e\uff0c\u652f\u6301\u91d1\u878d\u3001\u533b\u7597\u3001\u6559\u80b2\u3001\u653f\u52a1\u7b49\u5782\u76f4\u9886\u57df\u3002\u63a8\u52a8AI\u5e94\u7528\u591a\u5143\u5316\uff0c\u6ee1\u8db3\u4e0d\u540c\u884c\u4e1a\u9700\u6c42\u3002<\/p>\n\n\n\n
\u4f8b\u5982\uff0c\u975e\u6d32\u5f00\u53d1\u8005\u5229\u7528DeepSeek\u5f00\u6e90\u6a21\u578b\uff0c\u5f00\u53d1\u4e86\u519c\u4e1a\u75c5\u866b\u5bb3\u8bc6\u522b\u5de5\u5177\uff0c\u51c6\u786e\u7387\u9ad8\u8fbe89%\uff0c\u6210\u672c\u4ec5\u4e3a20\u7f8e\u5143\u3002\u8fd9\u4e00\u521b\u65b0\u6781\u5927\u63d0\u5347\u4e86\u5f53\u5730\u519c\u4e1a\u751f\u4ea7\u6548\u7387\uff0c\u63a8\u52a8\u4e86AI\u5728\u53d1\u5c55\u4e2d\u56fd\u5bb6\u7684\u843d\u5730\u5e94\u7528\u3002<\/p>\n\n\n\n
3.2.3 \u5f00\u6e90\u793e\u533a\u6d3b\u8dc3\u5ea6
GitHub\u3001Gitee\u7b49\u5e73\u53f0Star\u6570\u7a81\u783485\u4e07\uff082025.04\uff09\uff0c\u5f00\u53d1\u8005\u8d21\u732e\u5ea6\u6301\u7eed\u63d0\u5347\u3002\u884d\u751f\u9879\u76ee\u8d853.7\u4e07\u4e2a\uff08\u542b670\u4e2a\u5343\u661f\u9879\u76ee\uff09\u3002<\/p>\n\n\n\n
\u793e\u533a\u6d3b\u8dc3\u5ea6\u9ad8\uff0c\u5f62\u6210\u826f\u6027\u521b\u65b0\u5faa\u73af\u3002\u5178\u578b\u521b\u65b0\u6848\u4f8b\u5305\u62ec\u6b8b\u969c\u4eba\u58eb\u5f00\u53d1\u7684\u8bed\u97f3\u63a7\u5236\u63d2\u4ef6\uff08\u83b7Google AI\u516c\u76ca\u5956\uff09\u3001\u975e\u6d32\u519c\u4e1a\u75c5\u866b\u5bb3\u8bc6\u522b\u6a21\u578b\uff08\u51c6\u786e\u738789%\uff0c\u6210\u672c$20\uff09\u3002<\/p>\n\n\n\n
\u5728DeepSeek\u5f00\u6e90\u793e\u533a\uff0c\u4e00\u4f4d\u4e2d\u56fd\u6b8b\u969c\u5f00\u53d1\u8005\u57fa\u4e8eDeepSeek\u6a21\u578b\u5f00\u53d1\u4e86\u8bed\u97f3\u63a7\u5236\u63d2\u4ef6\uff0c\u6781\u5927\u63d0\u5347\u4e86\u6b8b\u969c\u4eba\u58eb\u7684\u6570\u5b57\u751f\u6d3b\u4fbf\u5229\u6027\u3002\u8be5\u9879\u76ee\u83b7\u5f97\u4e86Google AI\u516c\u76ca\u5956\uff0c\u6210\u4e3aAI\u666e\u60e0\u5316\u7684\u5178\u8303\u3002<\/p>\n\n\n\n
3.3 \u4ea7\u4e1a\u534f\u540c\u4e0e\u5e02\u573a\u8868\u73b0<\/p>\n\n\n\n
3.3.1 \u56fd\u4ea7\u7b97\u529b\u82af\u7247\u9002\u914d
\u6df1\u5ea6\u9002\u914d\u534e\u4e3a\u6607\u817e910B\u7b49\u56fd\u4ea7AI\u82af\u7247\uff0c\u52a9\u529b\u5176\u5e02\u573a\u4efd\u989d\u63d0\u5347\u81f328%\uff082025Q1\uff0c\u6570\u636e\u6765\u6e90\uff1aIDC\u4e2d\u56fdAI\u82af\u7247\u5e02\u573a\u62a5\u544a\uff09\u3002<\/p>\n\n\n\n
\u6607\u817e910B\u82af\u7247\u5229\u7528\u7387\u63d0\u5347\u81f382%\uff08\u534e\u4e3a\u6280\u672f\u767d\u76ae\u4e66\uff09\uff0c\u652f\u6301\u9f99\u82af3C5000\u7684FP16\u8fd0\u7b97\uff08\u5ef6\u8fdf\u4ec5\u589e\u52a023%\uff09\u3002<\/p>\n\n\n\n
\u964d\u4f4e\u5bf9\u6d77\u5916\u82af\u7247\u4f9d\u8d56\uff0c\u63d0\u5347\u4ea7\u4e1a\u81ea\u4e3b\u53ef\u63a7\u80fd\u529b\u3002<\/p>\n\n\n\n
3.3.2 \u4ea7\u4e1a\u94fe\u534f\u540c
\u4e0e\u56fd\u5bb6\u8d85\u7b97\u4e92\u8054\u7f51\u5e73\u53f0\u3001\u534e\u4e3a\u4e91\u3001\u817e\u8baf\u4e91\u3001\u963f\u91cc\u4e91\u7b49\u5408\u4f5c\uff0c\u6784\u5efa\u5b8c\u6574AI\u4ea7\u4e1a\u751f\u6001\u3002<\/p>\n\n\n\n
\u652f\u6301\u653f\u52a1\u3001\u6559\u80b2\u3001\u533b\u7597\u7b49\u884c\u4e1a\u7684\u6570\u636e\u5b89\u5168\u548c\u672c\u5730\u5316\u9700\u6c42\uff0c\u6210\u4e3a\u56fd\u5bb6\u6570\u5b57\u5316\u8f6c\u578b\u7684\u91cd\u8981\u6280\u672f\u652f\u6491\u3002<\/p>\n\n\n\n
\u533b\u7597\uff1aCT\u5f71\u50cf\u5206\u6790\u654f\u611f\u5ea6\u8fbe96.2%\uff08\u5317\u4eac\u534f\u548c\u533b\u9662\u4e34\u5e8a\u6570\u636e\uff09\uff1b\u6559\u80b2\uff1a\u4e2a\u6027\u5316\u5b66\u4e60\u7cfb\u7edf\u4f7f\u5e73\u5747\u6210\u7ee9\u63d0\u534714%\uff08\u590d\u65e6\u5927\u5b66\u8bd5\u70b9\uff09\u3002<\/p>\n\n\n\n
3.3.3 \u5e02\u573a\u8868\u73b0
\u7528\u6237\u589e\u957f\u901f\u5ea6\u5168\u7403\u9886\u5148\uff0cApp\u767b\u9876140\u56fdApp Store\uff0c\u65e5\u6d3b\u8dc3\u7528\u6237\u7a81\u78343000\u4e07\u3002<\/p>\n\n\n\n
\u5355\u65e5API\u8c03\u7528\u5cf0\u503c\u8fbe47\u4ebf\u6b21\uff0c\u6708\u8bbf\u95ee\u91cf\u8fbe5.25\u4ebf\uff0c\u5168\u7403\u6392\u540d\u7b2c\u4e09\uff0c\u4ec5\u6b21\u4e8eChatGPT\u548cCanva\uff08\u6570\u636e\u6765\u6e90\uff1aSimilarWeb\uff0c2025.3\uff09\u3002<\/p>\n\n\n\n
\u8d85\u8fc7300\u5bb6\u4e0a\u5e02\u516c\u53f8\u63a5\u5165\uff082025Q1\u8d22\u62a5\u62ab\u9732\uff09\uff0c\u653f\u52a1\u4e91\u90e8\u7f72\u6210\u672c\u964d\u4f4e76%\uff08\u6d59\u6c5f\u7701\u8bd5\u70b9\u6570\u636e\uff09\u3002<\/p>\n\n\n\n
\ud83c\udf0d\u56db\u3001\u5168\u7403\u5f71\u54cd\u4e0e\u884c\u4e1a\u53d8\u9769
4.1 \u5f15\u53d1\u5168\u7403AI\u4ea7\u4e1a\u94fe\u53d8\u9769
DeepSeek\u7684\u5d1b\u8d77\u4fc3\u4f7fOpenAI\u3001Anthropic\u7b49\u56fd\u9645\u5de8\u5934\u52a0\u901f\u5f00\u653e\u548c\u964d\u4ef7\uff0c\u6fc0\u6d3b\u5168\u7403AI\u5e94\u7528\u521b\u65b0\u3002<\/p>\n\n\n\n
API\u5b9a\u4ef7\u4f4e\u81f30.0008\u5143\/Token\uff0c\u63a8\u52a8\u5168\u7403AI\u670d\u52a1\u4ef7\u683c\u6218\uff08\u6570\u636e\u6765\u6e90\uff1aDeepSeek API\u5b98\u65b9\u6587\u6863\uff0c2025.2\uff09\u3002<\/p>\n\n\n\n
\u9884\u8ba12026\u5e74\u5168\u7403AI\u670d\u52a1\u4ef7\u683c\u518d\u964d80%\uff0c\u4e2d\u5c0f\u4f01\u4e1aAI\u6e17\u900f\u7387\u5c06\u4ece23%\u5347\u81f361%\uff08\u9ea6\u80af\u9521\u9884\u6d4b\uff09\u3002<\/p>\n\n\n\n
4.2 \u63a8\u52a8AI\u6280\u672f\u666e\u60e0\u5316
\u4f4e\u6210\u672c\u9ad8\u6027\u80fd\u6a21\u578b\u8ba9\u4e2d\u5c0f\u4f01\u4e1a\u548c\u4e2a\u4eba\u5f00\u53d1\u8005\u4e5f\u80fd\u7528\u5f97\u8d77\u5927\u6a21\u578b\uff0c\u6781\u5927\u4fc3\u8fdbAI\u666e\u53ca\u3002<\/p>\n\n\n\n
\u5f00\u6e90\u7b56\u7565\u5e26\u52a8\u5168\u7403\u5f00\u53d1\u8005\u793e\u533a\u6d3b\u8dc3\uff0c\u63a8\u52a8AI\u6280\u672f\u6c11\u4e3b\u5316\u3002<\/p>\n\n\n\n
\u5370\u5c3c\u5927\u5b66\u751f\u3001\u975e\u6d32\u519c\u6c11\u3001\u6b8b\u969c\u5f00\u53d1\u8005\u7b49\u771f\u5b9e\u6848\u4f8b\uff0c\u5c55\u73b0\u4e86AI\u666e\u60e0\u5316\u7684\u793e\u4f1a\u4ef7\u503c\u30022025\u5e743\u6708\uff0c\u4e00\u4f4d\u5370\u5c3c\u5927\u5b66\u751f\u5229\u7528DeepSeek\u7684\u672c\u5730\u5316\u5de5\u5177\u5305\uff0c\u4ec5\u75283\u5929\u30019.7\u7f8e\u5143\u8bad\u7ec3\u51fa\u80fd\u8bc6\u522b\u4e1c\u5357\u4e9a\u65b9\u8a00\u7684\u8bed\u97f3\u6a21\u578b\u3002\u8fd9\u4e00\u6848\u4f8b\u4e0d\u4ec5\u5c55\u793a\u4e86DeepSeek\u6781\u81f4\u6027\u4ef7\u6bd4\u548c\u6613\u7528\u6027\uff0c\u4e5f\u4f53\u73b0\u4e86AI\u6280\u672f\u6c11\u4e3b\u5316\u7684\u793e\u4f1a\u4ef7\u503c\u3002<\/p>\n\n\n\n
4.3 \u56fd\u9645\u5e02\u573a\u7ade\u4e89\u529b
DeepSeek\u5728\u4e2d\u6587\u9886\u57df\u8868\u73b0\u7a81\u51fa\uff0c\u540c\u65f6\u652f\u6301\u591a\u8bed\u8a00\u548c\u591a\u884c\u4e1a\u5e94\u7528\uff0c\u5177\u5907\u56fd\u9645\u5e02\u573a\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n
App\u5728\u7f8e\u56fd\u3001\u65e5\u672c\u3001\u4e1c\u5357\u4e9a\u7b49\u5e02\u573a\u8868\u73b0\u4f18\u5f02\uff0c\u6210\u4e3a\u5168\u7403\u589e\u957f\u6700\u5feb\u7684AI\u5de5\u5177\u3002<\/p>\n\n\n\n
4.4 \u4ea7\u4e1a\u94fe\u534f\u540c\u4e0e\u751f\u6001\u6269\u5c55
\u4e0e\u4e91\u670d\u52a1\u3001\u82af\u7247\u3001\u6c7d\u8f66\u3001\u533b\u7597\u7b49\u884c\u4e1a\u6df1\u5ea6\u878d\u5408\uff0c\u63a8\u52a8AI\u5e94\u7528\u843d\u5730\u3002<\/p>\n\n\n\n
\u652f\u6301\u653f\u52a1\u3001\u6559\u80b2\u3001\u533b\u7597\u7b49\u884c\u4e1a\u7684\u6570\u636e\u5b89\u5168\u548c\u672c\u5730\u5316\u9700\u6c42\uff0c\u6210\u4e3a\u56fd\u5bb6\u6570\u5b57\u5316\u8f6c\u578b\u7684\u91cd\u8981\u6280\u672f\u652f\u6491\u3002<\/p>\n\n\n\n
\ud83c\udfc6\u4e94\u3001\u6210\u4e3a\u5168\u7403\u589e\u957f\u6700\u5febAI\u5de5\u5177\u7684\u539f\u56e0
5.1 \u6280\u672f\u521b\u65b0\u9a71\u52a8
\u539f\u521b\u67b6\u6784\u548c\u9ad8\u6548\u7b97\u6cd5\u6781\u5927\u63d0\u5347\u6548\u7387\u4e0e\u6027\u4ef7\u6bd4\u3002<\/p>\n\n\n\n
\u6df7\u5408\u4e13\u5bb6\u3001FP8\u6df7\u5408\u7cbe\u5ea6\u3001\u52a8\u6001\u7a00\u758f\u6fc0\u6d3b\u7b49\u6280\u672f\u521b\u65b0\uff0c\u964d\u4f4e\u8bad\u7ec3\u548c\u63a8\u7406\u6210\u672c\u3002<\/p>\n\n\n\n
5.2 \u5f00\u6e90\u5f00\u653e
\u5168\u9762\u5f00\u653e\u6a21\u578b\u6743\u91cd\u3001\u8bad\u7ec3\u4ee3\u7801\u3001\u6570\u636e\u6e05\u6d17\u6d41\u7a0b\u548c\u5fae\u8c03\u5de5\u5177\uff0c\u964d\u4f4e\u95e8\u69db\uff0c\u5438\u5f15\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u5e7f\u6cdb\u63a5\u5165\u3002<\/p>\n\n\n\n
\u5f62\u6210\u5f3a\u5927\u751f\u6001\u6548\u5e94\uff0c\u63a8\u52a8AI\u6280\u672f\u666e\u60e0\u5316\u3002<\/p>\n\n\n\n
5.3 \u672c\u5730\u5316\u4e0e\u591a\u573a\u666f\u9002\u914d
\u6df1\u5ea6\u4f18\u5316\u4e2d\u6587\u8bed\u5883\uff0c\u652f\u6301\u591a\u8bed\u8a00\u548c\u591a\u884c\u4e1a\u5e94\u7528\uff0c\u6ee1\u8db3\u4e2d\u56fd\u53ca\u5168\u7403\u591a\u6837\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n
\u5728\u53e4\u6587\u7ffb\u8bd1\u3001\u7f51\u7edc\u70ed\u8bcd\u7406\u89e3\u7b49\u4efb\u52a1\u4e2d\uff0c\u51c6\u786e\u7387\u8d85\u56fd\u9645\u6a21\u578b12-15\u4e2a\u767e\u5206\u70b9\u3002<\/p>\n\n\n\n
5.4 \u4f4e\u6210\u672c\u9ad8\u6027\u80fd
\u8bad\u7ec3\u548c\u63a8\u7406\u6210\u672c\u8fdc\u4f4e\u4e8e\u56fd\u9645\u7ade\u54c1\uff0c\u6781\u5927\u4fc3\u8fdbAI\u666e\u53ca\u3002<\/p>\n\n\n\n
API\u5b9a\u4ef7\u4f4e\u81f30.0008\u5143\/Token\uff0c\u63a8\u52a8\u5168\u7403AI\u670d\u52a1\u4ef7\u683c\u6218\u3002<\/p>\n\n\n\n
5.5 \u4ea7\u4e1a\u94fe\u534f\u540c
\u4e0e\u4e91\u670d\u52a1\u3001\u82af\u7247\u3001\u6c7d\u8f66\u3001\u533b\u7597\u7b49\u884c\u4e1a\u6df1\u5ea6\u878d\u5408\uff0c\u63a8\u52a8AI\u5e94\u7528\u843d\u5730\u3002<\/p>\n\n\n\n
\u652f\u6301\u653f\u52a1\u3001\u6559\u80b2\u3001\u533b\u7597\u7b49\u884c\u4e1a\u7684\u6570\u636e\u5b89\u5168\u548c\u672c\u5730\u5316\u9700\u6c42\uff0c\u6210\u4e3a\u56fd\u5bb6\u6570\u5b57\u5316\u8f6c\u578b\u7684\u91cd\u8981\u6280\u672f\u652f\u6491\u3002<\/p>\n\n\n\n
5.6 \u7528\u6237\u4f53\u9a8c\u4e0e\u793e\u533a\u751f\u6001
\u6781\u81f4\u7684\u7528\u6237\u4f53\u9a8c\u548c\u6d3b\u8dc3\u7684\u5f00\u53d1\u8005\u793e\u533a\uff0c\u5e26\u52a8\u7528\u6237\u548c\u4f01\u4e1a\u7206\u53d1\u5f0f\u589e\u957f\u3002<\/p>\n\n\n\n
App\u767b\u9876140\u56fdApp Store\uff0c\u65e5\u6d3b\u8dc3\u7528\u6237\u7a81\u78343000\u4e07\uff0c\u6210\u4e3a\u5168\u7403\u589e\u957f\u6700\u5feb\u7684AI\u5de5\u5177\u3002<\/p>\n\n\n\n
\u26a1\u516d\u3001\u9762\u4e34\u7684\u6311\u6218\u4e0e\u672a\u6765\u5c55\u671b<\/p>\n\n\n\n
6.1 \u56fd\u9645\u653f\u7b56\u98ce\u9669
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6.2 \u751f\u6001\u7ef4\u62a4\u538b\u529b
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\u5f00\u53d1\u8005\u7559\u5b58\u96be\u9898\uff0c6\u4e2a\u6708\u7559\u5b58\u7387\u4ec543%\uff08\u5bf9\u6bd4Hugging Face\u768461%\uff09\u3002<\/p>\n\n\n\n
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6.3 \u6280\u672f\u4ee3\u5dee\u9690\u5fe7
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\u9762\u4e34OpenAI\u3001Anthropic\u7b49\u56fd\u9645\u5de8\u5934\u7684\u6280\u672f\u7ade\u4e89\u538b\u529b\u3002<\/p>\n\n\n\n
6.4 \u5546\u4e1a\u5316\u4e0e\u76c8\u5229\u6a21\u5f0f\u63a2\u7d22
\u5c3d\u7ba1\u7406\u8bba\u5229\u6da6\u7387\u9ad8\uff0c\u4f46\u9700\u5e73\u8861\u5f00\u6e90\u4e0e\u5546\u4e1a\u5316\u7684\u53ef\u6301\u7eed\u53d1\u5c55\u3002<\/p>\n\n\n\n
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6.5 \u6570\u636e\u5b89\u5168\u4e0e\u4f26\u7406\u6311\u6218
\u5927\u6a21\u578b\u5728\u6570\u636e\u5b89\u5168\u3001\u9690\u79c1\u4fdd\u62a4\u3001\u7b97\u6cd5\u504f\u89c1\u7b49\u65b9\u9762\u9762\u4e34\u6311\u6218\u3002<\/p>\n\n\n\n
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DeepSeek\u5df2\u542f\u52a8\u5f00\u6e90\u4f26\u7406\u5ba1\u67e5\u5de5\u5177\u5305\uff08v1.0\u6d4b\u8bd5\u4e2d\uff09\uff0c\u4e0e\u8054\u5408\u56fd\u5408\u4f5c\u6c14\u5019\u53d8\u5316\u9884\u6d4b\u6a21\u578b\uff0c\u63a2\u7d22\u793e\u4f1a\u4ef7\u503c\u3002<\/p>\n\n\n\n
6.6 \u6280\u672f\u6f14\u8fdb\u8def\u7ebf\u4e0e\u672a\u6765\u89c4\u5212
2025-2026\u89c4\u5212\uff1a\u4e16\u754c\u6a21\u578b\u6784\u5efa\uff0c\u7269\u7406\u5e38\u8bc6\u63a8\u7406\u80fd\u529b\u63d0\u5347\uff1b\u8fb9\u7f18\u8ba1\u7b97\u7a81\u7834\uff0c\u624b\u673a\u7aef\u8fd0\u884c70\u4ebf\u53c2\u6570\u6a21\u578b\u3002<\/p>\n\n\n\n
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\ud83d\udca1\u4e03\u3001\u7ed3\u8bba\uff1aAI\u521b\u65b0\u7684\u4e2d\u56fd\u6837\u672c
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\ud83c\udfc5\u3010\u7701\u5fc3\u9510\u8bc4\u3011
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