{"id":109508,"date":"2026-09-24T10:49:20","date_gmt":"2026-09-24T02:49:20","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/109508.html"},"modified":"2026-09-24T10:49:20","modified_gmt":"2026-09-24T02:49:20","slug":"deepseek-mimo-2-6-step5-%e6%80%9d%e8%80%83%e9%93%be%e5%ae%9e%e6%b5%8b%ef%bc%9a%e9%83%bd%e8%af%b4%e6%96%a9%e6%9d%80%e7%ba%bf%e6%8d%a2%e4%ba%ba%e4%ba%86%ef%bc%8c%e4%bb%8e%e8%be%93%e5%87%ba%e7%9a%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/109508.html","title":{"rendered":"DeepSeek\/MiMo 2.6\/Step5 \u601d\u8003\u94fe\u5b9e\u6d4b\uff1a\u90fd\u8bf4\u65a9\u6740\u7ebf\u6362\u4eba\u4e86\uff0c\u4ece\u8f93\u51fa\u7684\u89d2\u5ea6\u770b\uff0c\u771f\u7684\u662f\u8fd9\u6837\u5417\uff1f"},"content":{"rendered":"

\u6458\u8981：\u672c\u6587\u57fa\u4e8e\u56db\u5bb6\u6a21\u578b\u5728\u540c\u4e00\u9053\u81ea\u76f8\u77db\u76fe\u7684\u7f16\u7a0b\u9677\u9631\u9898\u4e0a\u7684 12 \u8dd1\u601d\u8003\u5168\u6587\u5b58\u6863，\u4ece\u601d\u8003\u8bed\u8a00\u3001\u601d\u8003\u91cf\u3001\u601d\u8003\u7528\u65f6\u4e09\u4e2a\u7ef4\u5ea6\u505a\u5168\u666f\u5bf9\u7167\u3002\u5b9e\u6d4b\u53d1\u73b0：\u4e2d\u6587\u601d\u8003\u7684\u6a21\u578b\u601d\u8003\u91cf\u5e73\u5747\u7ea6 3.0 \u4e07\u5b57\u7b26，\u82f1\u6587\u601d\u8003\u5e73\u5747\u7ea6 14.5 \u4e07，\u5dee\u8fd1 5 \u500d；\u957f\u8003\u6a21\u578b\u7684\u601d\u8003\u7528\u65f6\u65b9\u5dee\u6781\u5927，\u540c\u4e00\u9053\u9898\u6210\u672c\u53ef\u5dee\u51fa\u6570\u500d\u3002\u7ed3\u8bba\u662f，\u9009\u8d2d\u63a8\u7406\u6a21\u578b\u4e0d\u80fd\u53ea\u770b\u5355\u4ef7，\u601d\u8003\u8bed\u8a00\u548c\u601d\u8003\u65f6\u957f\u7684\u65b9\u5dee\u624d\u662f\u9690\u85cf\u83dc\u5355\u2014\u2014\u4fbf\u5b9c\u4f46\u7231\u957f\u8003\u7684\u6a21\u578b，\u505a\u5bf9\u540c\u4e00\u9053\u9898，\u771f\u53ef\u80fd\u6bd4\u5355\u4ef7\u8d35\u4e00\u70b9\u70b9\u7684\u66f4\u8d35\u3002<\/p>\n<\/p>\n

\"\"<\/h2>\n

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mimo 2.6\u53d1\u5e03\u540e\u5230\u5904\u90fd\u5728\u6bd4\u6a21\u578b\u7b54\u9898\u7684\u5bf9\u9519，\u6ca1\u4eba\u770b\u6a21\u578b\u662f\u600e\u4e48\u60f3\u7684\u3002\u8dd1\u5206\u8868\u7ed9\u4f60\u4e00\u4e2a\u5206\u6570，\u8bc4\u6d4b\u6587\u7ed9\u4f60\u4e00\u4e2a\u7ed3\u8bba，\u4e2d\u95f4\u90a3\u6bb5"\u6a21\u578b\u8111\u5b50\u91cc\u53d1\u751f\u4e86\u4ec0\u4e48"，\u5168\u88ab\u4e00\u7b14\u5e26\u8fc7\u3002<\/p>\n

\u8fd9\u4e24\u5929\u6253\u5f00\u65f6\u95f4\u7ebf，\u5168\u662f\u540c\u4e00\u53e5\u8bdd：MiMo 2.6 \u662f\u65b0\u7684\u65a9\u6740\u7ebf\u3002\u5b98\u65b9\u8dd1\u5206\u786e\u5b9e\u6f02\u4eae，\u5b9a\u4ef7\u786e\u5b9e\u5f88\u4f4e，\u8f6c\u53d1\u7684\u4eba\u786e\u5b9e\u591a，\u53ef\u6ca1\u51e0\u4e2a\u62c6\u5f00\u4ed4\u7ec6\u7b97\u7b97\u8d26\u3002\u6211\u7684\u770b\u6cd5\u662f，\u65a9\u6740\u7ebf\u7acb\u6ca1\u7acb\u8d77\u6765，\u7b54\u6848\u85cf\u5728\u601d\u8003\u8fc7\u7a0b\u91cc，\u8dd1\u5206\u8868\u548c\u5b9a\u4ef7\u90fd\u53ea\u662f\u5176\u4e2d\u6700\u540e\u4e00\u73af\u3002<\/p>\n

\u4e0a\u4e00\u7bc7\u6211\u628a DeepSeek V4.1 Flash\u3001Step 5\u3001MiMo V2.6 Pro\u3001MiMo V2.6 Flash \u56db\u5bb6\u62c9\u5230\u540c\u4e00\u5f20\u8003\u5377\u4e0a\u5224\u5b8c\u4e86\u7b54\u6848，\u7ed3\u8bba\u662f"\u6df1\u5ea6\u3001\u901f\u5ea6\u3001\u7a33\u5b9a，\u514d\u8d39\u6863\u9876\u591a\u7ed9\u4e24\u6837"\u3002<\/p>\n

\u5148\u4ea4\u4ee3\u6211\u505a\u8fd9\u6b21\u6d4b\u8bd5\u7684\u521d\u8877，\u5b83\u662f\u4e00\u7b14\u6210\u672c\u8d26\u3002Agent \u573a\u666f\u91cc，\u8f93\u5165\u7aef\u7684\u6210\u672c\u53ef\u4ee5\u9760\u7f13\u5b58\u547d\u4e2d\u7387\u4f7f\u52b2\u5377：\u540c\u6837\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\u3001\u540c\u6837\u7684\u77e5\u8bc6\u5e93，\u547d\u4e2d\u7387\u4e0a\u53bb\u4e86，\u8f93\u5165\u4ef7\u683c\u80fd\u538b\u5230\u96f6\u5934\u3002\u8f93\u51fa\u7aef\u5c31\u6ca1\u5f97\u5377\u4e86，\u5410\u591a\u5c11\u5b57\u5168\u770b\u6a21\u578b\u81ea\u5df1，\u5176\u4e2d\u601d\u8003\u94fe\u5360\u5927\u5934，\u5b83\u8111\u5b50\u91cc\u6eda\u7684\u6bcf\u4e00\u4e2a\u5b57\u90fd\u5728\u70e7\u6211\u7684\u94b1\u3002\u4e8e\u662f\u4e00\u4e2a\u95ee\u9898\u5192\u4e86\u51fa\u6765：\u5728\u540c\u6837\u90fd\u80fd\u89e3\u51b3\u95ee\u9898\u3001\u90fd\u80fd\u628a\u9898\u505a\u5bf9\u7684\u524d\u63d0\u4e0b，\u4e00\u4e2a\u7231\u957f\u8003\u7684\u6a21\u578b，\u5c31\u7b97\u5355\u4ef7\u66f4\u4f4e，\u5230\u5934\u6765\u4f1a\u4e0d\u4f1a\u53cd\u800c\u6bd4\u5355\u4ef7\u9ad8\u7684\u66f4\u8d35？<\/p>\n

\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898，\u5149\u770b\u7b54\u6848\u6ca1\u7528，\u56db\u5bb6\u7684\u7b54\u6848\u51e0\u4e4e\u90fd\u662f\u5bf9\u7684\u3002\u5f97\u770b\u5b83\u7684\u601d\u8003\u70e7\u4e86\u591a\u5c11\u3001\u70e7\u5f97\u591a\u968f\u673a\u3002\u6240\u4ee5\u4e0a\u4e00\u7bc7\u5b9e\u6d4b\u6587\u7ae0\u53d1\u5b8c\u4e4b\u540e\u6211\u4e00\u76f4\u6709\u4e2a\u7599\u7629：\u5224\u5377\u5224\u7684\u662f\u7b54\u6848，\u7b54\u6848\u53ea\u662f\u601d\u8003\u7684\u6700\u540e\u4e00\u6b65\u3002\u56db\u5bb6\u7ffb\u8f66\u96c6\u4e2d\u5728\u4e00\u9053\u9677\u9631\u9898\u4e0a，\u4f46\u7ffb\u8f66\u90a3\u9053\u9898\u62c6\u5f00\u770b\u770b\u5230\u5e95\u662f\u4ec0\u4e48\u6837\u5b50\u7684，\u90a3\u4e2a\u9898\u662f\u5178\u578b\u7684\u957f\u8003\u9898，\u4ece\u8fd9\u4e2a\u9898\u5165\u624b\u6765\u770b\u6210\u672c\u8d26\u53c8\u4f1a\u600e\u4e48\u6837\u5462？<\/p>\n

\u6240\u4ee5\u6709\u4e86\u8fd9\u7bc7\u3002\u6211\u628a\u56db\u5bb6\u5728\u90a3\u9053\u9677\u9631\u9898\u4e0a\u7684 12 \u8dd1\u601d\u8003\u5168\u6587\u5b58\u4e86\u6863，\u7edf\u8ba1\u8bed\u8a00\u3001\u5b57\u6570\u3001\u7528\u65f6，\u53c8\u53cd\u590d\u56de\u5230\u539f\u59cb\u8bb0\u5f55\u91cc\u6838\u5bf9\u3002\u6709\u51e0\u4e2a\u53d1\u73b0\u8ddf\u6211\u7684\u76f4\u89c9\u53cd\u7740\u6765，\u5176\u4e2d\u4e00\u4e2a\u8fd8\u628a\u6211\u81ea\u5df1\u7ed9\u7ed5\u8fdb\u53bb\u4e86\u3002<\/p>\n

\u4e00\u3001\u8003\u9898\u5148\u4ea4\u4ee3：\u90a3\u9053\u5168\u573a\u7ffb\u8f66\u7684\u9677\u9631\u9898<\/h3>\n

\u8003\u9898\u7f16\u53f7 Q4，\u662f\u4e00\u9053\u81ea\u76f8\u77db\u76fe\u7684\u7f16\u7a0b\u9898：\u8981\u6c42\u5199\u4e00\u4e2a Python \u51fd\u6570，"\u8fd4\u56de\u5217\u8868\u4e2d\u6240\u6709\u51fa\u73b0\u6b21\u6570\u4e3a\u5947\u6570\u7684\u5143\u7d20"，\u540e\u9762\u53c8\u8865\u4e00\u53e5"\u5982\u679c\u6709\u591a\u4e2a，\u8fd4\u56de\u4efb\u610f\u4e00\u4e2a"，\u540c\u65f6\u5361\u4f4f O(n) \u65f6\u95f4\u3001O(1) \u7a7a\u95f4\u3001\u4e0d\u8bb8\u65b0\u5efa\u4efb\u4f55\u5bb9\u5668\u3002<\/p>\n

"\u8fd4\u56de\u6240\u6709"\u548c"\u8fd4\u56de\u4efb\u610f\u4e00\u4e2a"\u4e92\u76f8\u6253\u67b6，\u6b63\u786e\u7b54\u6848\u5e94\u8be5\u662f\u8bc6\u7834\u77db\u76fe\u3001\u7ed9\u51fa\u8bc1\u660e\u3002\u4e0a\u4e00\u7bc7\u7684\u7ed3\u679c：DS \u4e09\u8dd1\u5168\u8fc7，Step \u4e00\u8dd1\u5d29\u6389，MiMo Pro \u4e24\u8dd1\u601d\u8003\u5230\u6700\u540e\u4e00\u4e2a\u5b57\u6ca1\u8f93\u51fa，MiMo Flash \u4e00\u8dd1\u601d\u8003\u4e86 17 \u5206\u949f\u624d\u5410\u7b54\u6848\u3002\u8fd9\u662f\u7eaf\u7ed3\u8bba\u6027\u7684\u7ed3\u679c\u53cd\u9988\u3002<\/p>\n

\u8fd9\u4e00\u7bc7\u770b\u7684\u662f\u9664\u4e86\u7ed3\u679c\u7684\u5bf9\u9519\u4e4b\u5916\u7684\u4e1c\u897f：\u7ed3\u679c\u51fa\u6765\u4e4b\u524d，\u5404\u4e2a\u6a21\u578b\u957f\u8003\u90e8\u5206\u5230\u5e95\u662f\u4ec0\u4e48\u6837\u7684\u5462？\u73b0\u5728\u5404\u5bb6\u5b98\u7f51\u90fd\u628a\u601d\u8003\u6d41\u6446\u5728\u9875\u9762\u4e0a，\u80fd\u590d\u5236\u3001\u80fd\u5b58\u6863\u3002\u6211\u628a 12 \u8dd1\u601d\u8003\u5168\u90e8\u5b58\u4e86\u4e0b\u6765，\u505a\u4e86\u4e00\u904d\u7b28\u7edf\u8ba1\u3002<\/p>\n

\u4e8c\u3001\u7b2c\u4e00\u4e2a\u53d1\u73b0：\u601d\u8003\u8bed\u8a00\u662f\u786c\u5dee\u8ddd<\/h3>\n<\/p>\n

\"\"<\/p>\n

\u5148\u4e0a\u7edf\u8ba1\u7ed3\u679c\u3002\u56db\u5bb6 12 \u8dd1\u601d\u8003\u6587\u672c\u91cc，\u4e2d\u6587\u5b57\u7b26\u7684\u5360\u6bd4：<\/p>\n\n\n

\u6a21\u578b<\/p>\n

\u601d\u8003\u4e2d\u6587\u5360\u6bd4<\/p>\n

\u601d\u8003\u6587\u672c\u603b\u91cf<\/p>\n

\u4e09\u8dd1\u7528\u65f6<\/p>\n<\/tr>\n

\n\n\n\n\n
\n

DS V4.1 Flash<\/p>\n<\/td>\n

\n

66%<\/p>\n<\/td>\n

\n

12.0 \u4e07\u5b57\u7b26<\/p>\n<\/td>\n

\n

1\u520618 \/ 1\u520658 \/ 3\u520635<\/p>\n<\/td>\n<\/tr>\n

\n

Step 5<\/p>\n<\/td>\n

\n

7.5%<\/p>\n<\/td>\n

\n

24.1 \u4e07\u5b57\u7b26<\/p>\n<\/td>\n

\n

\u5b98\u7f51\u4e0d\u8ba1\u65f6，\u4f46\u662f\u4ece\u8f93\u51fa\u603b\u6570\u80fd\u770b\u51fa\u5927\u6982<\/p>\n<\/td>\n<\/tr>\n

\n

MiMo Flash<\/p>\n<\/td>\n

\n

3.8%<\/p>\n<\/td>\n

\n

43.5 \u4e07\u5b57\u7b26<\/p>\n<\/td>\n

\n

16\u520652 \/ 32\u520638 \/ 5\u520623<\/p>\n<\/td>\n<\/tr>\n

\n

MiMo Pro<\/p>\n<\/td>\n

\n

1.1%<\/p>\n<\/td>\n

\n

37.1 \u4e07\u5b57\u7b26<\/p>\n<\/td>\n

\n

22\u520612 \/ 31\u520640 \/ 6\u520638<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

DS \u7684\u601d\u8003\u5168\u7a0b\u7528\u4e2d\u6587，\u5269\u4e0b\u7684\u5360\u6bd4\u662f\u4ee3\u7801\u548c\u6570\u5b66\u7b26\u53f7\u3002\u4f60\u4e0d\u5149\u80fd\u770b\u5230\u5b83\u5728\u60f3\u4ec0\u4e48，\u8fd8\u80fd\u770b\u61c2\u5b83\u60f3\u5230\u54ea\u4e00\u6b65\u3002<\/p>\n

MiMo Pro \u5728\u53e6\u4e00\u4e2a\u5934，\u4e2d\u6587\u5360\u6bd4 1.1%\u3002\u5b83\u62ff\u5230\u6211\u7684\u4e2d\u6587\u9898\u9762，\u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\u662f\u5728\u8111\u5b50\u91cc\u628a\u9898\u7ffb\u8bd1\u6210\u82f1\u6587\u3002\u601d\u8003\u7684\u7b2c\u4e00\u53e5\u539f\u6587\u662f："We need to reason step by step. The question: write a Python function taking a list of integers…"\u3002\u6211\u7684\u9898\u9762\u662f\u4e2d\u6587\u7684，\u4ed6\u7684\u601d\u8003\u8fc7\u7a0b\u5168\u90e8\u90fd\u662f\u82f1\u6587\u3002<\/p>\n

\u8fd9\u4ef6\u4e8b\u7684\u5206\u91cf\u6709\u4e24\u5904\u3002<\/p>\n

1）\u53ef\u5ba1\u8ba1\u3002\u82f1\u6587\u601d\u8003\u94fe\u5bf9\u4e2d\u6587\u7528\u6237\u662f\u4e2a\u9ed1\u7bb1，\u7b49\u5f85\u7684\u65f6\u5019\u4f60\u8fde\u5b83\u63a8\u5230\u54ea\u4e00\u6b65\u4e86\u90fd\u4e0d\u77e5\u9053，\u53ea\u80fd\u5e72\u77aa\u7740\u5c4f\u5e55\u6eda\u3002DS \u7684\u601d\u8003\u4f60\u80fd\u8fb9\u7b49\u8fb9\u68c0\u67e5，\u5b83\u679a\u4e3e\u5931\u8d25\u96c6\u5408\u679a\u4e3e\u5230\u7b2c\u51e0\u6761\u3001\u6709\u6ca1\u6709\u6f0f\u6389\u897f\u74dc\u7cd6，\u4f60\u626b\u4e00\u773c\u5c31\u77e5\u9053\u3002\u53d1\u73b0\u5b83\u8dd1\u504f\u4e86，\u4f60\u751a\u81f3\u80fd\u63d0\u524d\u6253\u65ad\u91cd\u6765\u3002<\/p>\n

2）\u6210\u672c\u3002\u5f80\u4e0b\u770b\u3002<\/p>\n

\u4e09\u3001\u7b2c\u4e8c\u4e2a\u53d1\u73b0：\u8bed\u8a00\u6bd4\u6a21\u578b\u66f4\u80fd\u9884\u6d4b\u601d\u8003\u91cf<\/h3>\n

\u7edf\u8ba1\u5b8c 12 \u8dd1\u7684\u6570\u636e， Step5\u6709\u6761\u89c4\u5f8b\u7279\u522b\u624e\u773c\u3002<\/p>\n

Step \u4e09\u8dd1\u601d\u8003：\u7b2c\u4e00\u8dd1\u82f1\u6587，21.0 \u4e07\u5b57\u7b26；\u7b2c\u4e8c\u8dd1\u4e2d\u6587，1.7 \u4e07\u5b57\u7b26；\u7b2c\u4e09\u8dd1\u4e2d\u6587，1.4 \u4e07\u5b57\u7b26\u3002\u540c\u4e00\u4e2a\u6a21\u578b\u3001\u540c\u4e00\u9053\u9898\u3001\u4e00\u6a21\u4e00\u6837\u7684\u63d0\u793a\u8bcd，\u601d\u8003\u5207\u5230\u4e2d\u6587\u4e4b\u540e，\u601d\u8003\u91cf\u6389\u5230\u82f1\u6587\u8dd1\u7684\u5341\u4e8c\u5206\u4e4b\u4e00\u3002<\/p>\n

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\"\"<\/p>\n

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\u5f00\u5934\u90a3\u4e2a\u95ee\u9898\u4e5f\u4e00\u5e76\u6536\u6389：mimo 2.6\u4f5c\u4e3a\u65a9\u6740\u7ebf\u5728\u7b54\u6848\u5c42\u9762\u7acb\u4f4f\u4e86，MiMo \u771f\u80fd\u628a\u9898\u505a\u5bf9，\u8fd8\u505a\u5f97\u6df1\u3002\u53ef\u65a9\u6740\u7ebf\u662f\u8981\u7b97\u94b1\u7684：\u601d\u8003\u91cf 3.4 \u500d，\u65b9\u5dee 6 \u500d，\u62ff\u5230\u4e2d\u6587\u9898\u8fd8\u5728\u8111\u5b50\u91cc\u7ffb\u6210\u82f1\u6587\u518d\u60f3\u3002\u7ebf\u7acb\u8d77\u6765\u4e86，\u63a5\u7ebf\u7684\u94b1\u5305\u5148\u762a\u4e86\u3002<\/p>\n

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\n

\u6d4b\u8bd5\u53e3\u5f84：2026-09-23，\u56db\u5bb6\u5b98\u7f51 chat \u7f51\u9875\u7aef\u5b9e\u6d4b（\u975e API），\u540c\u4e00\u9053 Q4 \u9677\u9631\u9898，\u5173\u95ed\u8054\u7f51\u4e0e\u5de5\u5177，\u540c\u9898\u591a\u8dd1\u3002\u601d\u8003\u6587\u672c\u4e3a\u5404\u5b98\u7f51\u5c55\u793a\u7684\u601d\u8003\u6d41\u539f\u6587，\u8bed\u8a00\u5360\u6bd4\u4e0e\u5b57\u7b26\u91cf\u7531\u811a\u672c\u7edf\u8ba1，\u8ba1\u65f6\u53d6\u81ea\u5b98\u7f51\u5c55\u793a（Step \u5b98\u7f51\u65e0\u8ba1\u65f6）\u3002DS \u7684\u5916\u90e8\u5224\u636e\u7531 DeepSeek \u5b98\u65b9\u7f51\u9875\u7248\u7ed9\u51fa，\u4ec5\u4f9b\u53c2\u8003，\u6587\u7ae0\u7ed3\u8bba\u4e0e\u53d6\u820d\u5f52\u672c\u53f7\u3002\u4e0a\u4e00\u7bc7：\u300aDeepSeek V4.1 Flash \u00b7 Step 5 \u00b7 MiMo V2.6 Pro\/Flash，\u4e00\u5957\u81ea\u7f16\u8003\u5377，\u56db\u5bb6\u5b98\u7f51 chat \u5404\u8dd1\u4e09\u904d\u300b\u3002\u8003\u5377\u5168\u6587\u516c\u5f00，\u5927\u5bb6\u53ef\u4ee5\u81ea\u6d4b：https:\/\/free-llm-exam.app.workbuddy.host\/<\/p>\n","protected":false},"excerpt":{"rendered":"

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