{"id":768991,"date":"2026-04-25T10:18:05","date_gmt":"2026-04-25T02:18:05","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=768991"},"modified":"2026-04-25T10:18:05","modified_gmt":"2026-04-25T02:18:05","slug":"deepseek%e4%b8%8d%e6%83%b3%e5%8f%aa%e5%81%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%ba%86","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=768991","title":{"rendered":"DeepSeek\u4e0d\u60f3\u53ea\u505a\u5927\u6a21\u578b\u4e86"},"content":{"rendered":"
\n

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\u4ef7\u683c\u5ef6\u7eed\u4e86<\/span><\/span>DeepSeek\u4e00\u8d2f\u7684\u6253\u6cd5\u3002\u6309\u7167V4\u516c\u5e03\u7684API\u5b9a\u4ef7\uff0cPro\u7248\u8f93\u5165\u7f13\u5b58\u547d\u4e2d\u4ef7\u683c\u4e3a1\u5143\/\u767e\u4e07token\uff0c\u8f93\u51fa24\u5143\/\u767e\u4e07token\uff1bFlash\u7248\u8f93\u5165\u7f13\u5b58\u547d\u4e2d\u4ef7\u683c\u4e3a0.2\u5143\/\u767e\u4e07token\uff0c\u8f93\u51fa2\u5143\/\u767e\u4e07token\u3002<\/span><\/span>\u68b3\u7406<\/span><\/span>\u5bf9\u6bd4<\/span><\/span>\u6765\u770b<\/span><\/span>\uff0c\u76ee\u524d<\/span><\/span>\u667a\u8c31<\/span><\/span>GLM-5.1\u8f93\u5165\u7f13\u5b58\u547d\u4e2d\u4ef7\u683c\u7ea6\u4e3a1.3<\/span><\/span>-<\/span><\/span>2\u5143\/\u767e\u4e07token\uff0cKimi-K2.6\u8f93\u5165\u7f13\u5b58\u547d\u4e2d\u4ef7\u683c\u7ea6\u4e3a1.1\u5143\/\u767e\u4e07token\u3002\u4e5f\u5c31\u662f\u8bf4\uff0cV4\u7684\u8f93\u5165\u4ef7\u683c\u4ecd\u7136\u5904\u5728\u56fd\u5185\u4e3b\u6d41\u6a21\u578b\u4f4e\u4f4d\u3002<\/span><\/span><\/p>\n

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V4\u7684\u80fd\u529b\u53d8\u5316\u4e5f\u56f4\u7ed5\u8fd9\u4e9b\u573a\u666f\u5c55\u5f00\u3002DeepSeek\u62ab\u9732\u7684\u8bc4\u6d4b\u4fe1\u606f\u663e\u793a\uff0cV4-Pro\u5728\u6570\u5b66\u3001STEM\u3001\u7ade\u8d5b\u578b\u4ee3\u7801\u7b49\u4efb\u52a1\u4e2d\u8d85\u8fc7\u591a\u6570\u516c\u5f00\u8bc4\u6d4b\u4e2d\u7684\u5f00\u6e90\u6a21\u578b\uff1b\u5728Agentic Coding\u4e0a\u8fdb\u5165\u5f00\u6e90\u6a21\u578b\u7b2c\u4e00\u68af\u961f\uff0c\u5e76\u88abDeepSeek\u5185\u90e8\u4f5c\u4e3a\u5de5\u7a0b\u56e2\u961f\u7f16\u7801\u5de5\u5177\u4f7f\u7528\u3002\u5b83\u8fd8\u9488\u5bf9 Claude Code\u3001OpenClaw\u3001CodeBuddy \u7b49\u4e3b\u6d41Agent\u5de5\u5177\u505a\u4e86\u9002\u914d\uff0c\u5728\u4ee3\u7801\u751f\u6210\u3001\u6587\u6863\u5904\u7406\u548c\u5de5\u5177\u8c03\u7528\u573a\u666f\u4e2d\u4f18\u5316\u8868\u73b0\u3002<\/span><\/span><\/p>\n

\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740<\/span><\/span>V4\u5df2\u7ecf\u5168\u9762\u62c9\u5f00\u5dee\u8ddd\u3002<\/span><\/span>\u4f01\u4e1a\u6218\u7565\u5b9a\u4f4d\u4e13\u5bb6\u5434\u7389\u5174\u5982\u6b64\u5bf9\u7b14\u8005\u5206\u6790\uff1a<\/span><\/span>V4\u7684\u6027\u80fd\u7a81\u7834\u76f8\u6bd4R1\u5f53\u65f6\u5e26\u6765\u7684\u51b2\u51fb\u8981\u5c0f\u4e00\u4e9b\u3002\u5b83\u4f9d\u7136\u5904\u4e8e\u7b2c\u4e00\u68af\u961f\uff0c\u4f46\u5728\u90e8\u5206\u590d\u6742Agent\u4efb\u52a1\u548c\u6700\u5e7f\u6cdb\u7684\u4e16\u754c\u77e5\u8bc6\u4e0a\uff0c\u4e0e\u6700\u9876\u5c16\u95ed\u6e90\u6a21\u578b\u4ecd\u6709\u5dee\u8ddd\u3002<\/span><\/span><\/p>\n

V4\u7684\u770b\u70b9\u4e0d\u662f“\u5168\u9762\u78be\u538b”\uff0c\u800c\u662f\u4ee5\u8f83\u4f4e\u4ef7\u683c\u63d0\u4f9b\u8db3\u591f\u5f3a\u7684\u957f\u4e0a\u4e0b\u6587\u548c\u751f\u4ea7\u4efb\u52a1\u80fd\u529b\u3002\u8fd9\u624d\u662f DeepSeek V4 \u7684\u7b2c\u4e00\u5c42\u610f\u4e49\uff1a\u5b83\u628a\u9ad8\u6027\u80fd\u6a21\u578b\u7684\u4f7f\u7528\u95e8\u69db\u7ee7\u7eed\u5f80\u4e0b\u538b\u3002\u4f46\u66f4\u91cd\u8981\u7684\u662f\uff0cDeepSeek \u5f00\u59cb\u89e3\u91ca\u8fd9\u5957\u4f4e\u4ef7\u8fd8\u80fd\u9760\u4ec0\u4e48\u7ee7\u7eed\u7ef4\u6301<\/span><\/span>\uff0c<\/span><\/span>\u7b54\u6848\u6307\u5411\u4e86\u56fd\u4ea7\u7b97\u529b\u3002<\/span><\/span><\/p>\n

02 \u4fbf\u5b9c\u7684\u4e0b\u4e00\u6b65\uff0c\u6307\u5411\u56fd\u4ea7\u7b97\u529b<\/span><\/span><\/span><\/h2>\n

V4\u6700\u5173\u952e\u7684\u70b9\uff0c\u4e0d\u5728\u53c2\u6570\u8868\uff0c\u800c\u5728\u90a3\u53e5\u5173\u4e8e\u6607\u817e950\u7684\u8bf4\u660e\u3002<\/span><\/span><\/p>\n

DeepSeek\u5728\u5b9a\u4ef7\u8bf4\u660e\u4e2d\u660e\u786e\u63d0\u5230\uff0c\u53d7\u9650\u4e8e\u9ad8\u7aef\u7b97\u529b\uff0c\u76ee\u524dPro\u7248\u670d\u52a1\u541e\u5410\u5341\u5206\u6709\u9650\uff0c\u9884\u8ba1\u4e0b\u534a\u5e74\u6607\u817e950\u8d85\u8282\u70b9\u6279\u91cf\u4e0a\u5e02\u540e\uff0cPro\u4ef7\u683c\u4f1a\u5927\u5e45\u4e0b\u8c03\u3002\u4e00\u4e2a\u6a21\u578b\u516c\u53f8\u628a\u672a\u6765\u964d\u4ef7\u548c\u67d0\u4e00\u7c7b\u7b97\u529b\u96c6\u7fa4\u7684\u4e0a\u5e02\u8282\u594f\u76f4\u63a5\u7ed1\u5b9a\uff0c\u8fd9\u5728\u884c\u4e1a\u91cc\u5e76\u4e0d\u5e38\u89c1\u3002\u5b83\u8bf4\u660e\u6a21\u578b\u4ef7\u683c\u5f00\u59cb\u88ab\u7b97\u529b\u7ed3\u6784\u51b3\u5b9a\u3002<\/span><\/span><\/p>\n

\u8fc7\u53bb<\/span><\/span>DeepSeek\u4fbf\u5b9c\uff0c\u66f4\u591a\u88ab\u7406\u89e3\u4e3a\u6a21\u578b\u67b6\u6784\u548c\u5de5\u7a0b\u6548\u7387\u7684\u80dc\u5229\u3002V2\u7528MoE\u964d\u4f4e\u6fc0\u6d3b\u53c2\u6570\u89c4\u6a21<\/span><\/span>\uff1b<\/span><\/span>R1\u7528\u66f4\u9ad8\u6548\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u8def\u7ebf\u51b2\u51fb\u884c\u4e1a\u5bf9\u7b97\u529b\u5806\u53e0\u7684<\/span><\/span>\u4f9d\u8d56\uff1b\u90a3\u4e48<\/span><\/span>V3\u5219\u4ee5\u6781\u81f4\u6210\u672c\u63a7\u5236\u4e0e\u5de5\u7a0b\u4f18\u5316\uff0c\u74e6\u89e3\u4e86\u901a\u7528\u5927\u6a21\u578b\u7684\u4f20\u7edf\u5b9a\u4ef7\u903b\u8f91\u3002<\/span><\/span>V3\u548cR1\u4e4b\u540e\uff0c\u56fd\u5185\u5927\u6a21\u578b\u88ab\u8feb\u8fdb\u5165\u65b0\u4e00\u8f6e\u4ef7\u683c\u91cd\u4f30\u3002\u4f46V4\u7684\u4e0d\u540c\u4e4b\u5904\u5728\u4e8e\uff0cDeepSeek\u5f00\u59cb\u628a\u4f4e\u4ef7\u7684\u4e0b\u4e00\u6b65\uff0c\u653e\u5230\u56fd\u4ea7\u7b97\u529b\u7684\u89c4\u6a21\u5316\u90e8\u7f72\u4e0a\u3002<\/span><\/span><\/p>\n

\u6839\u636e<\/span><\/span>DeepSeek\u6280\u672f\u62a5\u544a\uff0cV4\u5728\u7cfb\u7edf\u5e95\u5c42\u505a\u4e86\u7ec6\u7c92\u5ea6\u4e13\u5bb6\u5e76\u884c\uff0c\u4e5f\u5c31\u662fEP\u65b9\u6848\u3002\u7528\u901a\u4fd7\u7684\u8bdd\u8bf4\uff0c\u5c31\u662f\u4f18\u5316\u6a21\u578b\u5728\u82af\u7247\u4e0a\u7684\u8c03\u5ea6\u65b9\u5f0f\uff0c\u8ba9\u8ba1\u7b97\u548c\u901a\u4fe1\u50cf\u6d41\u6c34\u7ebf\u4e00\u6837\u91cd\u53e0\u8d77\u6765\uff0c\u51cf\u5c11\u82af\u7247\u7b49\u5f85\u65f6\u95f4\u3002\u540c\u6837\u4e00\u6279\u82af\u7247\uff0c\u5982\u679c\u80fd\u5904\u7406\u66f4\u591a\u8bf7\u6c42\uff0c\u5355\u4f4d\u63a8\u7406\u6210\u672c\u81ea\u7136\u4f1a\u4e0b\u964d\u3002<\/span><\/span><\/p>\n

\u6280\u672f\u62a5\u544a\u63d0\u5230\uff0c\u8fd9\u5957<\/span><\/span>EP\u65b9\u6848\u5df2\u7ecf\u5728\u82f1\u4f1f\u8fbeGPU\u548c\u534e\u4e3a<\/a>\u6607\u817eNPU\u4e24\u5957\u4f53\u7cfb\u4e0a\u5b8c\u6210\u9a8c\u8bc1\uff0c\u901a\u7528\u63a8\u7406\u4efb\u52a1\u53ef\u5b9e\u73b01.5<\/span><\/span>-<\/span><\/span>1.73\u500d\u52a0\u901f\uff0c\u5728\u5bf9\u5ef6\u8fdf\u654f\u611f\u7684\u573a\u666f\uff08\u5982RL\u63a8\u6f14\u548c\u9ad8\u901f\u4ee3\u7406\u670d\u52a1\uff09<\/span><\/span>\u6700\u9ad8\u53ef\u8fbe<\/span><\/span>1.96\u500d\u3002\u534e\u4e3a\u6607\u817e\u65b9\u9762\u4e5f\u5728V4\u53d1\u5e03\u540e\u5ba3\u5e03\uff0c\u8d85\u8282\u70b9\u5168\u7cfb\u5217\u4ea7\u54c1\u652f\u6301DeepSeek V4\u7cfb\u5217\u6a21\u578b\uff0c<\/span><\/span>\u636e\u4e86\u89e3\uff0c<\/span><\/span>\u6607\u817e<\/span><\/span>950\u901a\u8fc7\u878d\u5408kernel\u548c\u591a\u6d41\u5e76\u884c\u6280\u672f\u964d\u4f4eAttention\u8ba1\u7b97\u548c\u8bbf\u5b58\u5f00\u9500\uff0c\u5927\u5e45\u63d0\u5347\u63a8\u7406\u6027\u80fd\uff0c\u7ed3\u5408\u591a\u79cd\u91cf\u5316\u7b97\u6cd5\uff0c\u5b9e\u73b0\u4e86\u9ad8\u541e\u5410\u3001\u4f4e\u65f6\u5ef6\u7684DeepSeek V4\u6a21\u578b\u63a8\u7406\u90e8\u7f72\u3002<\/span><\/span><\/p>\n

\u5f6d\u5fb7\u5b87\u5bf9\u7b14\u8005\u8bf4\u5230\uff1a<\/span><\/span>\u8fd9\u7ec4\u4fe1\u606f\u7684\u610f\u4e49\u4e0d\u53ea\u662f<\/span><\/span>“\u63a8\u7406\u66f4\u5feb”\u3002\u5b83\u610f\u5473\u7740 DeepSeek\u7684\u5de5\u7a0b\u4f18\u5316\u5f00\u59cb\u5177\u5907\u8de8\u5e73\u53f0\u80fd\u529b\u3002\u8fc7\u53bb\uff0c\u5927\u6a21\u578b\u516c\u53f8\u5927\u591a\u56f4\u7ed5\u82f1\u4f1f\u8fbeCUDA\u4f53\u7cfb\u5f00\u53d1\u3002CUDA\u4e0d\u53ea\u662f\u4e00\u4e2a\u7f16\u7a0b\u5de5\u5177\uff0c\u66f4\u50cfAI\u65f6\u4ee3\u7684\u5e95\u5c42\u64cd\u4f5c\u7cfb\u7edf\u3002\u5168\u7403\u5927\u91cf\u5f00\u53d1\u8005\u3001\u7b97\u5b50\u5e93\u3001\u6846\u67b6\u548c\u6a21\u578b\u4ee3\u7801\u90fd\u56f4\u7ed5CUDA\u6784\u5efa\uff0c\u4e00\u65e6\u79bb\u5f00\u8fd9\u4e2a\u4f53\u7cfb\uff0c\u5f88\u591a\u5e95\u5c42\u4ee3\u7801\u9700\u8981\u91cd\u5199\uff0c\u5de5\u7a0b\u6210\u672c\u548c\u6d4b\u8bd5\u6210\u672c\u90fd\u5f88\u9ad8\u3002\u8fd9\u4e5f\u662f\u82f1\u4f1f\u8fbe\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u3002<\/span><\/span><\/p>\n

DeepSeek\u73b0\u5728\u505a\u7684\uff0c\u4e0d\u662f\u9a6c\u4e0a\u63a8\u7ffbCUDA\uff0c\u800c\u662f\u5c1d\u8bd5\u7ed9\u81ea\u5df1\u7559\u51fa\u7b2c\u4e8c\u6761\u8def\u3002<\/span><\/span>\u7efc\u5408\u5a92\u4f53<\/a>\u62a5\u9053\u4fe1\u606f\u6765\u770b\uff0c<\/span><\/span>DeepSeek\u901a\u8fc7TileLang\u3001Tile Kernels\u7b49\u65b9\u5f0f\uff0c\u628a\u90e8\u5206\u5e95\u5c42\u7b97\u5b50\u903b\u8f91\u4ece\u5355\u4e00CUDA\u8def\u5f84\u4e2d\u62bd\u8c61\u51fa\u6765\uff0c\u7528\u66f4\u901a\u7528\u7684\u8bed\u8a00\u8868\u8fbe\u8ba1\u7b97\u903b\u8f91\uff0c\u518d\u7531\u7f16\u8bd1\u5668\u751f\u6210\u9002\u914d\u4e0d\u540c\u786c\u4ef6\u7684\u5e95\u5c42\u4ee3\u7801\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u5f00\u53d1\u8005\u4e0d\u5fc5\u4e3a\u6bcf\u4e00\u79cdGPU\u6216NPU\u5b8c\u5168\u91cd\u5199\u4e00\u5957\u4ee3\u7801\uff0c\u800c\u53ef\u4ee5\u5148\u5199\u901a\u7528\u903b\u8f91\uff0c\u518d\u9488\u5bf9\u5177\u4f53\u786c\u4ef6\u505a\u4f18\u5316\u3002<\/span><\/span><\/p>\n

\u8fd9\u5bf9\u56fd\u4ea7\u82af\u7247\u5f88\u91cd\u8981\u3002\u56fd\u4ea7<\/span><\/span>AI\u82af\u7247\u8fc7\u53bb\u9762\u4e34\u7684\u4e0d\u53ea\u662f\u7eb8\u9762\u7b97\u529b\u95ee\u9898\uff0c\u66f4\u662f\u8f6f\u4ef6\u751f\u6001\u548c\u6709\u6548\u5229\u7528\u7387\u95ee\u9898\u3002\u82af\u7247\u80fd\u4e0d\u80fd\u7528\u597d\uff0c\u53d6\u51b3\u4e8e\u6a21\u578b\u3001\u7b97\u5b50\u3001\u7f16\u8bd1\u5668\u3001\u901a\u4fe1\u3001\u663e\u5b58\u7ba1\u7406\u7b49\u591a\u4e2a\u73af\u8282\u3002DeepSeek\u5982\u679c\u80fd\u5728\u534e\u4e3a\u6607\u817e\u4e0a\u8dd1\u901a\u524d\u6cbf\u6a21\u578b\uff0c\u5e76\u628a\u63a8\u7406\u6210\u672c\u6253\u4e0b\u6765\uff0c\u5b83\u5e26\u6765\u7684\u4e0d\u53ea\u662f\u4e00\u4e2a\u6a21\u578b\u7684\u9002\u914d\u6848\u4f8b\uff0c\u800c\u662f\u4e00\u6b21\u8f6f\u786c\u4ef6\u534f\u540c\u7684\u6280\u672f\u9a8c\u8bc1\u3002<\/span><\/span><\/p>\n

\u4f46<\/span><\/span>DeepSeek\u5e76\u6ca1\u6709\u9a6c\u4e0a\u6446\u8131\u82f1\u4f1f\u8fbe<\/span><\/span>\uff0c<\/span><\/span>\u77ed\u671f\u5185\uff0c<\/span><\/span>CUDA\u4ecd\u7136\u662f\u6700\u6210\u719f\u3001\u6700\u7a33\u5b9a\u7684\u8def\u5f84\u3002V4\u91ca\u653e\u51fa\u7684\u4fe1\u53f7\u662f\uff0c\u56fd\u4ea7\u7b97\u529b\u5df2\u7ecf\u5f00\u59cb\u8fdb\u5165DeepSeek\u7684\u5173\u952e\u6210\u672c\u7ed3\u6784\uff0c\u5e76\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5f71\u54cd\u672a\u6765\u5b9a\u4ef7\u3002\u5b83\u8fd8\u6ca1\u6709\u63a8\u7ffbCUDA\uff0c\u4f46\u5b83\u8ba9CUDA\u4e0d\u518d\u663e\u5f97\u5b8c\u5168\u4e0d\u53ef\u66ff\u4ee3\u3002<\/span><\/span><\/p>\n

\u8fd9\u6b63\u662f\u9ec4\u4ec1\u52cb\u62c5\u5fc3\u7684\u5730\u65b9\u3002\u82f1\u4f1f\u8fbe\u521b\u59cb\u4eba\u9ec4\u4ec1\u52cb\u8fd1\u671f\u5728\u63a5\u53d7<\/span><\/span>Dwarkesh Patel\u4e13\u8bbf\u65f6\u66fe\u8868\u793a\uff0c\u5982\u679cDeepSeek\u5148\u5728\u534e\u4e3a\u5e73\u53f0\u4e0a\u53d1\u5e03\uff0c\u5bf9\u7f8e\u56fd<\/a>\u800c\u8a00\u5c06\u662f\u707e\u96be\u6027\u7684\u3002<\/span><\/span>\u674e\u777f\u6307\u51fa\uff0c<\/span><\/span>\u8fd9\u4e2a\u5224\u65ad\u5e76\u4e0d\u662f\u56e0\u4e3a<\/span><\/span>DeepSeek\u67d0\u4e00\u9879\u8dd1\u5206\u8d85\u8fc7\u4e86\u8c01\uff0c\u800c\u662f\u56e0\u4e3a\u4e00\u65e6\u9876\u7ea7\u5f00\u6e90\u6a21\u578b\u80fd\u591f\u5728\u975e\u82f1\u4f1f\u8fbe\u4f53\u7cfb\u4e0a\u7a33\u5b9a\u8fd0\u884c\uff0c\u5f00\u53d1\u8005\u5c31\u6709\u53ef\u80fd\u5f00\u59cb\u6539\u53d8\u4e60\u60ef\u3002\u6a21\u578b\u8db3\u591f\u597d\uff0c\u4ef7\u683c\u8db3\u591f\u4f4e\uff0c\u5de5\u5177\u94fe\u9010\u6e10\u6210\u719f\uff0c\u8fc1\u79fb\u5c31\u4e0d\u518d\u53ea\u662f\u653f\u6cbb\u9009\u62e9\u6216\u4f9b\u5e94\u94fe\u9009\u62e9\uff0c\u800c\u4f1a\u53d8\u6210\u5546\u4e1a\u9009\u62e9\u3002<\/span><\/span><\/p>\n

\u6240\u4ee5\uff0c<\/span><\/span>V4\u7684\u7b2c\u4e8c\u5c42\u610f\u4e49\uff0c\u662fDeepSeek\u7684\u4f4e\u4ef7\u903b\u8f91\u6b63\u5728\u4ece“\u6a21\u578b\u4f18\u5316\u9a71\u52a8”\uff0c\u8f6c\u5411“\u6a21\u578b\u4f18\u5316+\u7b97\u529b\u4f53\u7cfb\u9a71\u52a8”\u3002\u8fc7\u53bb\uff0c\u5927\u6a21\u578b\u4ef7\u683c\u4e3b\u8981\u7531\u7b97\u6cd5\u6548\u7387\u3001\u8bad\u7ec3\u6210\u672c\u548c\u5382\u5546\u8865\u8d34\u51b3\u5b9a\uff1b\u73b0\u5728\uff0c\u4ef7\u683c\u5f00\u59cb\u548c\u82af\u7247\u4f9b\u7ed9\u3001\u8d85\u8282\u70b9\u90e8\u7f72\u3001\u8f6f\u786c\u4ef6\u534f\u540c\u6548\u7387\u7ed1\u5b9a\u3002\u5bf9DeepSeek\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u6761\u901a\u5411\u66f4\u4f4e\u6210\u672c\u7684\u8def\uff1b\u5bf9\u82f1\u4f1f\u8fbe\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u9053\u6682\u65f6\u4e0d\u5927\u3001\u4f46\u5fc5\u987b\u8b66\u60d5\u7684\u88c2\u7f1d\u3002<\/span><\/span><\/p>\n

\u53ea\u662f\uff0c\u8f6f\u786c\u4ef6\u534f\u540c\u4e0d\u662f\u8f7b\u8d44\u4ea7\u751f\u610f\u3002\u6a21\u578b\u8d8a\u6df1\u5730\u5d4c\u5165\u82af\u7247\u548c\u57fa\u7840\u8bbe\u65bd\uff0c<\/span><\/span>DeepSeek\u8981\u627f\u62c5\u7684\u6210\u672c\u3001\u7ec4\u7ec7\u538b\u529b\u548c\u5546\u4e1a\u5316\u538b\u529b\u4e5f\u8d8a\u5927\u3002<\/span><\/span><\/p>\n

03<\/span><\/span><\/span>DeepSeek<\/span><\/span><\/span>\u5f00\u59cb\u53d8\u91cd<\/span><\/span><\/span><\/h2>\n

\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\uff0c<\/span><\/span>V4\u53d1\u5e03\u524d\u540e\uff0c\u6881\u6587\u950b\u5f00\u59cb\u63a5\u89e6\u5916\u90e8\u878d\u8d44\u7684\u6d88\u606f\u663e\u5f97\u540c\u6837\u91cd\u8981\u3002<\/span><\/span><\/p>\n

\u636e\u65b0\u6d6a\u79d1\u6280\u62a5\u9053\uff0c<\/span><\/span>\u8fd1\u671f<\/span><\/span>DeepSeek\u8fd8\u66dd\u51fa\u4e86\u8ba1\u5212\u878d\u8d44500\u4ebf\u5143\u7684\u6d88\u606f\uff0c\u6709\u63a5\u8fd1DeepSeek\u7684\u77e5\u60c5\u4eba\u58eb\u900f\u9732\uff0cDeepSeek\u878d\u524d\u4f30\u503c\u4e3a3000\u4ebf\u5143\uff0c\u7ea6\u5408440\u4ebf\u7f8e\u5143\uff0c\u76ee\u524d\u817e\u8baf<\/a>\u63a7\u80a1\u3001\u963f\u91cc\u5df4\u5df4<\/a>\u96c6\u56e2\u5747\u6b63\u5728\u6d3d\u8c08\u6295\u8d44<\/a>DeepSeek\u3002\u4e0d\u8fc7\uff0c\u5bf9\u4e8e\u878d\u8d44\u76f8\u5173\u4e8b\u5b9c\uff0cDeepSeek\u65b9\u9762\u81f3\u4eca\u672a\u6b63\u9762\u56de\u5e94\u5a92\u4f53\u95ee\u8be2\u3002<\/span><\/span><\/p>\n

\u5177\u4f53\u4f30\u503c\u4e0d\u662f\u6700\u91cd\u8981\u7684\u3002\u5173\u952e\u7684\u662f<\/span><\/span>DeepSeek\u5f00\u59cb\u6253\u5f00\u5916\u90e8\u878d\u8d44\u7a97\u53e3\u3002\u8fd9\u610f\u5473\u7740\u5b83\u9762\u5bf9\u7684\u7ade\u4e89\u5df2\u7ecf\u4e0d\u53ea\u662f\u6a21\u578b\u80fd\u529b\uff0c\u800c\u662f\u5ef6\u4f38\u5230\u4e86\u7b97\u529b\u6295\u5165\u3001\u4eba\u624d\u7a33\u5b9a\u3001\u5458\u5de5\u6fc0\u52b1\u548c\u5546\u4e1a\u5316\u80fd\u529b\u3002<\/span><\/span><\/p>\n

\u8fd9\u4ef6\u4e8b\u91cd\u8981\u4e0d\u5728\u4e8e<\/span><\/span>\u6295\u8d44\u6570\u989d<\/span><\/span>\u662f\u4e0d\u662f\u4e00\u4e2a\u8db3\u591f\u5927\u7684\u6570\u5b57\u3002\u653e\u5728\u4eca\u5929\u7684<\/span><\/span>AI\u878d\u8d44\u5e02\u573a\u91cc\uff0c\u5b83\u5e76\u4e0d\u5938\u5f20\u3002\u91cd\u8981\u7684\u662f\u5f00\u53e3\u878d\u8d44\u7684\u4eba\u662f\u6881\u6587\u950b\u3002DeepSeek\u6b64\u524d\u957f\u671f\u88ab\u89c6\u4e3a\u4e00\u5bb6\u5c11\u89c1\u7684\u6280\u672f\u7406\u60f3\u4e3b\u4e49\u516c\u53f8\uff0c\u80cc\u540e\u6709\u5e7b\u65b9\u91cf\u5316\u652f\u6301\uff0c\u4e0d\u6025\u7740\u62ff\u5916\u90e8\u8d44\u672c\uff0c\u4e5f\u4e0d\u6025\u7740\u8bb2\u5546\u4e1a\u6545\u4e8b\u3002\u73b0\u5728\u5b83\u5f00\u59cb\u63a5\u89e6\u5916\u90e8\u878d\u8d44\uff0c\u8bf4\u660eV4\u4e4b\u540e\u7684\u7ade\u4e89\u5f62\u6001\u53d8\u91cd\u4e86<\/span><\/span>\u4e5f\u6709\u538b\u529b\u4e86<\/span><\/span>\uff1a\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u3001\u4eba\u624d\u6fc0\u52b1\u548c\u5546\u4e1a\u5316\u843d\u5730\uff0c\u90fd\u9700\u8981\u6bd4\u8fc7\u53bb\u66f4\u7a33\u5b9a\u7684\u8d44\u672c\u5b89\u6392\u3002<\/span><\/span><\/p>\n

\u7b2c\u4e00\u91cd\u538b\u529b\u6765\u81ea\u7b97\u529b\u3002<\/span><\/span>V4\u8d8a\u5f80\u56fd\u4ea7\u7b97\u529b\u6df1\u5904\u8d70\uff0c\u8d8a\u9700\u8981\u57fa\u7840\u8bbe\u65bd\u6295\u5165\u3002\u6a21\u578b\u53c2\u6570\u4ece\u5343\u4ebf\u7ea7\u8d70\u5411\u4e07\u4ebf\u7ea7\uff0c\u8bad\u7ec3\u548c\u63a8\u7406\u6210\u672c\u90fd\u4f1a\u62ac\u5347\u3002\u5982\u679c\u8fd8\u8981\u56f4\u7ed5\u6607\u817e\u4f53\u7cfb\u505a\u66f4\u591a\u9002\u914d\u3001\u8c03\u4f18\u548c\u90e8\u7f72\uff0c<\/span><\/span>DeepSeek\u5c31\u4e0d\u80fd\u53ea\u662f\u4e00\u5bb6\u8f7b\u8d44\u4ea7\u6a21\u578b\u516c\u53f8\u3002<\/span><\/span>\u5f53\u524d<\/span><\/span>DeepSeek\u5df2\u7ecf\u5728\u5185\u8499\u53e4\u4e4c\u5170\u5bdf\u5e03\u62db\u8058\u6570\u636e\u4e2d\u5fc3\u8fd0\u7ef4\u5de5\u7a0b\u5e08\uff0c\u8fd9\u662f\u5176\u9996\u6b21\u62db\u8058\u76f4\u63a5\u8d1f\u8d23\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u8fd0\u8425\u7684\u4eba\u624d<\/span><\/span>\uff0c<\/span><\/span>\u8fd9\u4e5f\u88ab\u5916\u754c\u89c6\u4e3a\u5176\u5411\u66f4\u91cd\u7684\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u65b9\u5411\u79fb\u52a8\u7684\u4fe1\u53f7\u3002<\/span><\/span><\/p>\n

\u7b2c\u4e8c\u91cd\u538b\u529b\u6765\u81ea\u4eba\u624d\u3002\u591a\u5bb6\u5a92\u4f53\u62a5\u9053\u663e\u793a\uff0c<\/span><\/span>\u76ee\u524d<\/span><\/span>\u4ece<\/span><\/span>DeepSeek\u786e\u8ba4\u79bb\u5f00\u7684\u6838\u5fc3\u6280\u672f\u5927\u725b\u5df2\u67095\u4f4d<\/span><\/span>\uff0c<\/span><\/span>\u6d41\u5411\u5b57\u8282\u3001\u817e\u8baf\u3001\u5c0f\u7c73<\/a>\u3001\u5143\u620e\u542f\u884c\u7b49\u516c\u53f8\uff0c\u6d89\u53ca\u57fa\u5ea7\u6a21\u578b\u3001\u63a8\u7406\u5f3a\u5316\u5b66\u4e60\u3001\u591a\u6a21\u6001\u548c<\/span><\/span>OCR\u7b49\u65b9\u5411\u3002\u5176\u4e2d\uff0c\u90ed\u8fbe\u96c5\uff08DeepSeek R1\u6838\u5fc3\u4f5c\u8005\uff09\u88ab\u62a5\u9053\u52a0\u5165\u5b57\u8282Seed\u56e2\u961f<\/span><\/span>\uff1b<\/span><\/span>\u738b\u70b3\u5ba3\uff08<\/span><\/span>DeepSeek LLM\u6838\u5fc3\u4f5c\u8005\uff09\u52a0\u5165\u817e\u8baf\u6df7\u5143<\/span><\/span>\uff1b<\/span><\/span>\u962e\u7fc0<\/span><\/span>\uff08<\/span><\/span>\u6df1\u5ea6\u53c2\u4e0e<\/span><\/span>DeepSeek-VL\u3001VL2\u3001Janus\u7cfb\u5217\u7b49\u591a\u6a21\u6001\u6a21\u578b\u7684\u7814\u53d1<\/span><\/span>\uff09<\/span><\/span>\u52a0\u5165\u5143\u620e\u542f\u884c<\/span><\/span>\uff1b<\/span><\/span>\u7f57\u798f\u8389<\/span><\/span>\uff08<\/span><\/span>DeepSeek-V2\u7684\u5173\u952e\u5f00\u53d1\u8005\u4e4b\u4e00\uff0c\u4e5f\u662fMLA\u6280\u672f\u7684\u6838\u5fc3\u8d21\u732e\u8005<\/span><\/span>\uff09<\/span><\/span>\u52a0\u5165\u5c0f\u7c73<\/span><\/span>\uff1b<\/span><\/span>\u9b4f\u6d69\u7136<\/span><\/span>\uff08<\/span><\/span>DeepSeek OCR\u7cfb\u5217\u6838\u5fc3\u4f5c\u8005<\/span><\/span>\uff09<\/span><\/span>\u7684\u53bb\u5411\u5c1a\u672a\u516c\u5f00\u3002<\/span><\/span><\/p>\n

\u5bf9\u4e00\u5bb6<\/span><\/span>\u603b\u5171\u4e0d\u5230<\/span><\/span>200\u4eba\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u8fd9\u7c7b\u6d41\u52a8\u4e0d\u662f\u666e\u901a\u4eba\u5458\u53d8\u5316\u3002\u5a92\u4f53\u62a5\u9053\u79f0\uff0cDeepSeek\u6838\u5fc3\u7814\u53d1\u56e2\u961f\u7ea6100\u591a\u4eba\uff0c\u51e0\u4e4e\u4e0d\u793e\u62db\uff0c\u4e3b\u8981\u4f9d\u9760\u5e94\u5c4a\u751f\u548c\u5b9e\u4e60\u751f\u7559\u4efb\u3002\u5728\u8fd9\u6837\u7684\u56e2\u961f\u91cc\uff0c\u4e00\u4e2a\u6838\u5fc3\u7814\u7a76\u5458\u79bb\u5f00\uff0c\u53ef\u80fd\u5f71\u54cd\u7684\u4e0d\u662f\u4e00\u4e2a\u5c97\u4f4d\uff0c\u800c\u662f\u4e00\u6761\u6280\u672f\u7ebf\u7684\u8fde\u7eed\u6027\u3002<\/span><\/span><\/p>\n

\u8fd9\u5e76\u4e0d\u610f\u5473\u7740<\/span><\/span>DeepSeek\u7684\u7ec4\u7ec7\u4e0d\u597d\u3002\u76f8\u53cd\uff0c\u5916\u754c\u5bf9DeepSeek\u7684\u957f\u671f\u5370\u8c61\uff0c\u6b63\u662f\u5b83\u6709\u4e00\u5957\u5927\u5382\u5f88\u96be\u590d\u5236\u7684\u7ec4\u7ec7\u65b9\u5f0f\uff1a\u4e0d\u6253\u5361\u3001\u4e0d\u8bbe KPI\uff0c\u7814\u7a76\u5458\u53ef\u4ee5\u81ea\u7531\u7ec4\u961f\uff0c\u4e5f\u53ef\u4ee5\u72ec\u81ea\u94bb\u7814\u65b0\u60f3\u6cd5\u3002\u8fd9\u79cd\u7ec4\u7ec7\u65b9\u5f0f\u9002\u5408\u65e9\u671f\u6280\u672f\u7a81\u7834\uff0c\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48DeepSeek\u80fd\u5728\u8fc7\u53bb\u51e0\u5e74\u4e0d\u65ad\u505a\u51fa\u53cd\u5e38\u8bc6\u7684\u5de5\u7a0b\u521b\u65b0<\/a>\u3002\u4f46\u5f53\u884c\u4e1a\u8fdb\u5165\u66f4\u91cd\u7684\u9636\u6bb5\uff0c\u95ee\u9898\u5c31\u53d8\u4e86\u3002\u9876\u7ea7\u4eba\u624d\u4e0d\u53ea\u770b\u5de5\u4f5c\u81ea\u7531\u5ea6\uff0c\u4e5f\u770b\u6280\u672f\u65b9\u5411\u3001\u8d44\u6e90<\/a>\u6295\u5165\u548c\u843d\u5730\u573a\u666f\u3002\u5927\u5382\u80fd\u540c\u65f6\u7ed9\u94b1\u3001\u7b97\u529b\u3001\u4ea7\u54c1\u573a\u666f\u548c\u66f4\u5927\u7684\u56e2\u961f\u3002<\/span><\/span><\/p>\n

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