{"id":53841,"date":"2025-02-18T08:23:13","date_gmt":"2025-02-18T00:23:13","guid":{"rendered":"https:\/\/fwq.ai\/blog\/53841\/"},"modified":"2025-02-18T08:23:13","modified_gmt":"2025-02-18T00:23:13","slug":"%e5%85%b3%e4%ba%8e-deepseek-%e6%89%80%e5%b8%a6%e6%9d%a5%e7%9a%84%e8%a1%8c%e4%b8%9a%e8%b6%8b%e5%8a%bf%e5%88%a4%e6%96%ad","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/53841\/","title":{"rendered":" \u5173\u4e8e DeepSeek \u6240\u5e26\u6765\u7684\u884c\u4e1a\u8d8b\u52bf\u5224\u65ad"},"content":{"rendered":"

ark \u53c2\u4e0e\u6bcf\u6708\u4e00\u6b21\u7684 AI \u591c\u804a\u4f1a\uff0c\u8fd9\u671f\u95f4\u4e5f\u8ba4\u8bc6\u4e86\u5f88\u591a\u6b63\u5728AI\u5e94\u7528\u521b\u4e1a\u7684\u5927\u4f6c\u670b\u53cb\u4eec\uff0c\u5b66\u5230\u4e86\u5f88\u591a\u6709\u4ef7\u503c\u7684\u5185\u5bb9\u3002<\/span><\/span><\/p>\n

\u7531\u4e8e\u8fd9\u6b21\u7684\u5185\u5bb9\u66f4\u591a\u504f\u5185\u90e8\uff0c\u6240\u4ee5\u6211\u4ec5\u9488\u5bf9\u81ea\u5df1\u5206\u4eab\u7684\u53ef\u516c\u5f00\u7684\u90e8\u5206\u505a\u4e00\u4e2a\u5185\u5bb9\u6574\u7406\uff0c\u91cc\u9762\u4f1a\u6709\u5927\u91cf\u7684\u975e\u5171\u8bc6\u7684\u90e8\u5206\uff0c\u6709\u7684\u53ef\u80fd\u662f\u66b4\u8bba\u54c8\u54c8\u54c8\uff1b\u5982\u679c\u6709\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u4e00\u8d77\u6c9f\u901a\u4ea4\u6d41\uff1b<\/span><\/span><\/p>\n

1. \u5173\u4e8e DeepSeek \u6240\u5e26\u6765\u7684\u884c\u4e1a\u8d8b\u52bf\u5224\u65ad<\/span><\/span><\/p>\n

    <\/ol>\n

    <\/span>
    \n1. DeepSeek\u7684RL\u878d\u5408LLM\u65b9\u6cd5+\u5f00\u6e90\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u5728\u4eca\u5e74\u4e00\u5b9a\u4f1a\u4ea7\u751f\u6210\u672c\u66f4\u4f4e\uff0c\u63a8\u7406\u80fd\u529b\u66f4\u5f3a\u7684\u6a21\u578b\uff0c\u800c\u6700\u597d\u7684\u6a21\u578b\u4e0d\u4e00\u5b9a\u6765\u81ea\u4e8e\u5e7b\u65b9\u81ea\u8eab\uff1b\u90a3\u4e48\u4ece\u8fd9\u91cc\u53c8\u4f1a\u4ea7\u751f\u51e0\u4e2a\u63a8\u8bba\uff1a<\/span><\/span>
    \n\u56fd\u5185\u7684\u8d44\u91d1\u4e0e\u6295\u8d44\u8d8b\u52bf\u4f1a\u6709\u4e00\u4e9b\u53d8\u5316<\/span><\/span> <\/p>\n

    \u9996\u5148\uff0c\u6211\u8ba4\u4e3a\u7f8e\u5143\u7b49\u5916\u90e8\u8d44\u91d1\u53ef\u80fd\u4f1a\u6709\u5c0f\u5e45\u56de\u6d41\uff1b\u4e0d\u540c\u4e8e\u56fd\u5185\u7684\u793e\u4f1a\u72b6\u51b5\uff0c\u6d77\u5916\u8d44\u672c\u9664\u4e86\u4f1a\u5173\u6ce8\u5b8f\u89c2\u7684\u653f\u7b56\u73af\u5883\u5916\uff0c\u8fd8\u4f1a\u5173\u6ce8\u5176\u8d44\u4ea7\u7684\u4ef7\u503c\uff0c\u662f\u5728\u4e0a\u5347\u8fd8\u662f\u4e0b\u964d\uff0c\u5982\u679c\u5728\u4e00\u4e2a\u660e\u663e\u7684\u4e0a\u5347\u901a\u9053\uff0c\u90a3\u4e48\u5fc5\u7136\u4f1a\u5e26\u6765\u5883\u5916\u8d44\u91d1\u901a\u8fc7\u5404\u79cd\u5f62\u5f0f\u589e\u6301\u56fd\u5185\u8d44\u4ea7\uff0c\u6240\u4ee5\u56fd\u5185\u7684\u8d44\u91d1\u76d8\u603b\u91cf\u53ef\u80fd\u4f1a\u53d8\u5927\u3002<\/span><\/span><\/p>\n

    \u53e6\u5916\uff0c\u5e74\u521d\u6295\u8d44\u5708\u5b9a\u8c03\u5728 AI \u5e94\u7528\u5c42\u7684\u8d8b\u52bf\u53ef\u80fd\u4f1a\u56e0\u4e3a DeepSeek \u7684\u6a2a\u7a7a\u51fa\u4e16\u4f1a\u56e0\u6b64\u53d1\u751f\u53d8\u5316\uff0c\u8bad\u7ec3\u6210\u672c\u5c06\u4f1a\u8ba9\u5f88\u591a\u9664\u4e86\u8001\u724c\u5927\u6a21\u578b\u5382\u5546\u5916\u7684\u66f4\u591a\u5782\u76f4\u9886\u57df\u548c\u521b\u4e1a\u516c\u53f8\u6709\u66f4\u591a\u7684\u673a\u4f1a\u8bad\u7ec3\u51fa\u8868\u73b0\u529b\u66f4\u597d\u7684\u6a21\u578b\uff1b<\/span><\/span><\/p>\n

    \u7531\u6b64\u63a8\u65ad\uff1a\u867d\u7136\u5355\u4e2a\u6807\u7684\u6295\u8d44\u4f1a\u53d8\u5c0f\uff0c\u800c\u6295\u8d44\u603b\u989d\u5ea6\u4f1a\u56e0\u4e3a\u6570\u91cf\u7684\u589e\u591a\u800c\u53d8\u5927\u3002<\/span><\/span><\/p>\n

    LLM\u7ed3\u5408\u66f4\u591a\u4f20\u7edfAI\u7684\u6280\u672f\u8def\u5f84\u5c06\u4f1a\u53d8\u70ed<\/span><\/span><\/p>\n

    DeepSeek \u7684\u6280\u672f\u8def\u5f84\u5e26\u6765\u4e86\u5f88\u591a\u66f4\u5177\u6709\u521b\u65b0\u6027\u7684\u7ed3\u8bba\uff1a<\/span><\/span><\/p>\n

    \u9996\u5148\u6700\u5177\u6027\u4ef7\u6bd4\u7684\u63a8\u7406\u6a21\u578b\u5e94\u8be5\u662f\u5bf9\u9f50\u4eba\u7c7b\u7684\u611f\u77e5\u5b66\u4e60\u4e0e\u601d\u8003\u65b9\u5f0f\uff0c\u800c\u4f46LLM \u5176\u5b9e\u4e0d\u662f\u63a5\u8fd1\u4e8e\u4eba\u7c7b\u7684\u601d\u8003\u6a21\u5f0f\uff1b\u5176\u5806\u7b97\u529b\u548c\u53c2\u6570\u4e5f\u5e76\u4e0d\u662f\u4e00\u4e2a\u6700\u4f18\u89e3\uff1b\u4e14LLM\u7684\u300c\u57fa\u4e8e\u6982\u7387\u5355\u9879\u8f93\u51fa\u300d\u7684\u6a21\u5f0f\u65e0\u6cd5\u89e3\u51b3\u5e73\u884c\u4e16\u754c\u7684\u63a8\u7406\u95ee\u9898\uff1b<\/span><\/span><\/p>\n

    \u4f8b\u5982\u4e00\u4e9b\u89c2\u70b9\u6027\u95ee\u9898\uff1a\u5982\u679cXX\u516c\u53f8\u5f53\u5e74\u6ca1\u6709\u88abXX\u6240\u6536\u8d2d\uff0c\u90a3\u4e48\u5728\u8fd9\u4e00\u6ce2AI\u6d6a\u6f6e\u4e2d\u662f\u5426\u4f1a\u6210\u4e3a\u4e00\u5bb6\u4f1f\u5927\u7684\u516c\u53f8\u7b49\u7b49\u3002\u8fd9\u4e9b\u662f\u4ece\u6765\u6ca1\u6709\u53d1\u751f\u8fc7\u7684\u4e8b\u4ef6\uff0c\u4f46\u662f\u56e0\u4e3aLLM\u5728\u878d\u5408\u4e86RL\u4e4b\u540e\u5177\u5907\u4e86\u5e73\u884c\u4e16\u754c\u63a8\u7406\u80fd\u529b\uff0c\u4f7f\u5f97\u66f4\u591a\u7684\u5206\u6790\u578b\u573a\u666f\u53ef\u4ee5\u88ab\u521b\u9020\u5e76\u843d\u5730\uff1b\u8fd9\u4e9b\u6070\u6070\u662f\u8fc7\u53bb<\/span><\/span><\/p>\n

    \u800c\u89e3\u51b3\u5e73\u884c\u4e16\u754c\u63a8\u7406\u3001\u4ee5\u53ca\u5176\u5b83\u590d\u6742\u63a8\u7406\u7684\u573a\u666f\u4e0d\u4ec5\u4ec5\u53ea\u6709RL\u878d\u5408LLM\u8fd9\u4e00\u6761\u8def\u5f84\uff0c\u4f8b\u5982\u6a21\u4eff\u5b66\u4e60\u7b49\uff1b\u4eca\u5e74\u6211\u89c9\u5f97\u5f88\u6709\u53ef\u80fd\u4f1a\u6709\u66f4\u591a\u6280\u672f\u8def\u5f84\u88ab\u63a2\u7d22\u51fa\u6765\u3002<\/span><\/span><\/p>\n

    \u66f4\u591a\u7684AI\u5e94\u7528\u65b0\u573a\u666f\u5c06\u6709\u671b\u843d\u5730<\/span><\/span><\/p>\n

    DeepSeek \u5728\u89e3\u51b3\u4e86\u5f88\u591a\u590d\u6742\u63a8\u7406\u95ee\u9898\u540e\uff0c\u66f4\u591a\u7684\u65b0\u573a\u666f\u5c06\u4f1a\u88ab\u6316\u6398\u51fa\u6765\uff1b\u4f46\u8fd9\u4e9b\u5927\u6982\u7387\u662f\u4e4b\u524d\u5728\u8bb8\u613f\u6c60\u91cc\u7684\u573a\u666f\uff0c\u800c\u4e0d\u662f\u4ea7\u751f\u65b0\u7684\u573a\u666f\u3002<\/span><\/span><\/p>\n

    \u4f8b\u5982\uff0c\u8fc7\u53bb\u6211\u4eec\u7ecf\u5e38\u63d0\u5230\u7684\u865a\u62df\u966a\u4f34\/AI\u793e\u4ea4\u662f\u5426\u5728\u903b\u8f91\u4e00\u81f4\u6027\u4e0a\u4f1a\u8868\u73b0<\/span>\u5f97\u66f4\u597d\uff0c\u4ece\u800c\u89e3\u9501\u66f4\u591a\u65f6\u95f4\u7ebf\u66f4\u957f\u7684\u573a\u666f\uff08\u5728\u77ed\u671f\u65e0\u6cd5\u89e3\u51b3\u8bb0\u5fc6\u7684\u95ee\u9898\u7684\u60c5\u51b5\u4e0b\uff0c\u80fd\u5426\u901a\u8fc7\u63a8\u7406\u80fd\u529b\u5f25\u8865\u8bb0\u5fc6\u7684\u77ed\u677f\uff1f\uff09<\/span><\/span><\/p>\n

    \u53e6\u5916\u4e00\u4e2a\u5171\u8bc6\u89c2\u70b9\u662f\uff0c\u4eca\u5e74Agent\u7684\u70ed\u5ea6\u5c06\u4f1a\u968f\u7740\u6a21\u578b\u63a8\u7406\u80fd\u529b\u7684\u63d0\u5347\u800c\u56de\u6696\uff0c\u5e76\u80fd\u591f\u89e3\u9501\u66f4\u591a ToB \u573a\u666f\u7684\u95ee\u9898\u3002<\/span><\/span><\/p>\n

    2. \u804a\u804aAI\u5e94\u7528\u843d\u5730\u5230\u5546\u4e1a\u5316\u7684\u539f\u5219\uff0c\u4ee5\u53caDeepSeek\u5e26\u6765\u7684\u5e94\u7528\u65b0\u673a\u4f1a<\/span><\/span><\/p>\n

    AI \u5e94\u7528\u843d\u5730\u548c\u4f20\u7edf\u7684\u4ea7\u54c1\u65b9\u6cd5\u8bba\uff0c\u6211\u89c9\u5f97\u6709\u5f88\u5927\u7684\u4e0d\u540c\uff0c\u5176\u6838\u5fc3\u70b9\u5728<\/span>\u4e8e\u6280\u672f\u8def\u5f84\u80fd\u5426\u6ee1\u8db3\u7528\u6237\u7684\u9884\u671f\uff0c\u4ee5\u53ca\u66f4\u591a\u7684\u65f6\u5019\u6211\u4eec\u9700\u8981\u8003\u8651\u7684\u662f\uff0c\u5728\u73b0\u884c\u6280\u672f\u7ea6\u675f\u4e0b\uff0c\u5982\u4f55\u901a\u8fc7\u4ea7\u54c1\u5f62\u6001\u7684\u8f6c\u6362\u89e3\u51b3\u7528\u6237\u7684\u95ee\u9898\uff1b<\/span><\/span><\/p>\n

    \u56e0\u6b64\u6211\u628a\u6574\u4e2aAI\u5e94\u7528\u843d\u5730\u5230\u5546\u4e1a\u5316\u62c6\u5206\u4e3a3\u4e2a\u9636\u6bb5\uff0c\u81ea\u4e0b\u800c\u4e0a\u5206\u9636\u6bb5\u5b8c\u6210\uff0c\u5373 <\/span>TPF \u2014\u2014 PMF \u2014\u2014GTM<\/span><\/span><\/p>\n

    \u90a3\u4e48\u62c6\u5206\u540e\uff0c\u6211\u4eec\u8981\u7ee7\u7eed\u62c6\u89e3\u6bcf\u4e2a\u9636\u6bb5\u7684\u6838\u5fc3\u9a8c\u8bc1\u8981\u7d20\uff1b<\/span><\/span>TPF\u6a21\u578b\uff1a\u6211\u8ba4\u4e3aTPF\u7684\u6838\u5fc3\u8981\u7d20\u662f <\/span>\u76ee\u6807\u7528\u6237\u5bf9 <\/span>AI<\/span><\/strong> \u7ed3\u679c\u7684\u9884\u671f<\/span> <\/span>\u4e0e<\/span>AI\u5b9e\u9645\u80fd\u529b\u7684\u5dee\u503c  <\/span>\u975eAI\u80fd\u529b\u6210\u53cd\u6bd4\uff1b\u5373<\/span><\/strong><\/p>\n

    <\/span>
    \n\" \u5173\u4e8e <\/p>\n

    \u8fd9\u91cc\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u70b9\u662f\uff1a\u76ee\u6807\u7528\u6237\u662f\u8c01\u3001\u4ee5\u53caAI\u7ed3\u679c\u7684\u9884\u671f\u662f\u4ec0\u4e48\uff0c<\/span>\u800c\u4e0d\u662f\u7528\u4eba\u7684\u80fd\u529b\u548c AI \u76f4\u63a5\u505a\u5bf9\u6bd4\u3002<\/span><\/span><\/p>\n

    \u6211\u4e3e\u4e2a\u4f8b\u5b50\uff1a\u6bd4\u5982\u67d0AI PPT\u5382\u5546\uff0c\u5176\u771f\u6b63\u8dd1\u901aPMF\u7684\u5e76\u4e0d\u662f\u771f\u6b63\u5728\u5750\u5728\u529e\u516c\u5ba4\u7ed9\u8001\u677f\u5199PPT\u7684\u804c\u573a\u4eba\uff0c\u800c\u662f\u5e7c\u513f\u56ed\u5c0f\u5b66\u91cc\u9762\u5b69\u5b50\u7684\u5bb6\u957f\uff1b\u56e0\u4e3a\u6709\u7684\u65f6\u5019\u88ab\u8feb\u8981\u7ed9\u5b69\u5b50\u505aPPT\u4ea4\u5dee\uff0c\u6240\u4ee5\u4e00\u65b9\u9762\u76ee\u6807\u7528\u6237\u672c\u8eab\u505aPPT\u7684\u80fd\u529b\u4e0d\u5f3a\uff0c\u81ea\u7136\u5bf9AI\u751f\u6210\u51fa\u6765\u7684\u6548\u679c\u6ca1\u6709\u66f4\u9ad8\u7684\u9884\u671f\uff1b\u800c\u4e14\u5bf9\u6a21\u677f\u4e5f\u6ca1\u6709\u4efb\u4f55\u8981\u6c42\uff1b\u6240\u4ee5\u5f88\u5bb9\u6613\u6ee1\u8db3\u7528\u6237\u7684\u9700\u6c42\uff1b<\/span><\/span><\/p>\n

    \u6b64\u5916\u4f20\u7edf\u7684AI\u80fd\u529b\u4e5f\u5e76\u4e0d\u80fd\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u90a3\u4e48\u8fd9\u5c31\u662f\u4e00\u4e2aTPF \u5f88\u6210\u529f\u7684\u573a\u666f\u3002<\/span><\/span><\/p>\n

    \u6b64\u5916\uff0c\u4eceTPF\u5230PMF\u7684\u903b\u8f91\u4e0a\uff0c\u4f1a\u8003\u8651\u7528\u6237\u9700\u6c42\u7684\u9891\u6b21\u4ee5\u53ca\u4ea4\u4e92\u6210\u672c\u3001\u5e94\u7528\u7814\u53d1\u6210\u672c\u7b49\u5185\u5bb9\uff1b\u4ece\u8fd9\u4e00\u9636\u6bb5\u5f00\u59cb\uff0c\u8981\u5f00\u59cb\u8003\u8651\u6295\u5165\u4ea7\u51fa\u6bd4<\/span><\/span><\/p>\n

    \" \u5173\u4e8e <\/p>\n

    \u800c\u5230\u4e86\u6700\u540e\u4e00\u6b65\uff0c\u624d\u662f\u771f\u6b63\u9762\u5411\u5e02\u573a\uff0c\u8fd9\u4e00\u9636\u6bb5\u4f1a\u8003\u8651\u66f4\u591a\u5546\u4e1a\u5c42\u9762\u7684\u8981\u7d20\uff1b\u5373\u884c\u4e1a\u58c1\u5792\u3001\u5546\u4e1a\u89c4\u6a21\u3001\u5ba2\u6237\u4ef7\u503c\u8ba4\u77e5\u7b49\u66f4\u591a\u7ef4\u5ea6<\/span><\/span><\/p>\n

    \" \u5173\u4e8e <\/p>\n

    \u8fd9\u91cc\u9762\u5927\u5bb6\u53ef\u4ee5\u770b\u5230\uff0c\u6700\u6838\u5fc3\u7684\u4e5f\u662f\u6700\u57fa\u7840\u7684\u5730\u65b9\u4e0d\u5728\u6700\u540e2\u4e2a\u56e0\u7d20\uff0c\u800c\u6070\u6070\u662fTPF\u9636\u6bb5\uff0c\u90a3\u4e48\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u8bf4\u4e0b\u6211\u7684\u601d\u8003\uff1a<\/span><\/span><\/p>\n

    \u4ece\u6211\u7684\u7ecf\u9a8c\u4e0a\u770b\uff0cLLM \/ AI \u7684\u4ef7\u503c\u5728\u4e8e\u5bf9\u5f00\u653e\u57df\u80fd\u529b\u7684\u89e3\u51b3\u4e0e\u63d0\u5347\uff1b\u8f93\u51fa\u5f00\u653e\u6027\u8d8a\u597d\uff0c\u5ba2\u6237\u7684\u9884\u671f\u8d8a\u63a5\u8fd1AI\u5b9e\u9645\u80fd\u529b\uff1b<\/span><\/span><\/p>\n

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    \" \u5173\u4e8e <\/p>\n

    \u8fd9\u91cc\u9762\u7d2b\u8272\u7684\u90e8\u5206\uff0c\u662f\u89e3\u51b3\u7684\u8f83\u597d\u573a\u666f\uff0c\u800c\u9ec4\u8272\u7684\u90e8\u5206\u662f\u80fd\u591f\u57fa\u672c\u8d85\u8fc7\u57fa\u51c6\u7ebf\u7684\u4e00\u4e9bAI\u5e94\u7528\u80fd\u529b\u3002<\/span><\/span><\/p>\n

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    \u56de\u987e\u4e00\u4e0b\u524d\u6587\u4e2d\u63d0\u5230\u7684\uff0cTPF\u7684\u6982\u5ff5\u6a21\u578b\uff1a<\/span><\/p>\n

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    <\/span><\/p>\n

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    3. \u5173\u4e8e ToB \u5e02\u573a\u7684\u8d8b\u52bf\u5224\u65ad<\/span><\/span><\/p>\n

    To\u5c0fB\u5e02\u573a\u672a\u6765\u53ef\u80fd\u4f1a\u8fce\u6765 Super App<\/span><\/span><\/p>\n

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    \u800c AI \u5219\u6070\u6070\u5e26\u6765\u4e86\u7c7b\u4f3c\u8fd9\u6837\u7684\u673a\u4f1a\uff0c\u56e0\u4e3aAI\u7684\u672c\u8d28\u662f\u751f\u4ea7\u529b\u7684\u63d0\u5347\uff1b\u5982\u679c\u751f\u4ea7\u529b\u7684\u63d0\u5347\u53ef\u4ee5\u7cbe\u786e\u7684\u8ba1\u7b97\u964d\u672c\u7684\u56de\u62a5\uff0c\u90a3\u4e48\u5ba2\u6237\u4f1a\u4e3a\u6b64\u4e70\u5355\u3002 <\/span><\/span><\/p>\n

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