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\"\u61c2\u4eba\u6027\u66f4\u61c2\u6267\u884c\uff0c\u8682\u8681\u8fd9\u4e2a\u4e07\u4ebf\u5f00\u6e90\u6a21\u578b\u628a\u60c5\u5546\u548cAgent\u6218\u6597\u529b\u90fd\u7ed9\u62c9\u6ee1\u4e86\"\/<\/div><\/figure>\n
\"\u61c2\u4eba\u6027\u66f4\u61c2\u6267\u884c\uff0c\u8682\u8681\u8fd9\u4e2a\u4e07\u4ebf\u5f00\u6e90\u6a21\u578b\u628a\u60c5\u5546\u548cAgent\u6218\u6597\u529b\u90fd\u7ed9\u62c9\u6ee1\u4e86\"\/<\/div><\/figure>\n
\"\u61c2\u4eba\u6027\u66f4\u61c2\u6267\u884c\uff0c\u8682\u8681\u8fd9\u4e2a\u4e07\u4ebf\u5f00\u6e90\u6a21\u578b\u628a\u60c5\u5546\u548cAgent\u6218\u6597\u529b\u90fd\u7ed9\u62c9\u6ee1\u4e86\"\/<\/div><\/figure>\n

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Ling-2.5-1T\u7684\u5b9a\u4f4d\u975e\u5e38\u6e05\u6670\uff0c\u5c31\u662f\u4e00\u6b3e\u8ffd\u6c42\u6781\u81f4\u6548\u7387\u7684\u5373\u65f6\u6a21\u578b\uff08Instant Model\uff09\u3002<\/p>\n

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\u5177\u4f53\u6765\u8bf4\uff0c\u7814\u53d1\u56e2\u961f\u5229\u7528Ring-flash-linear-2.0\u6280\u672f\u8def\u7ebf\uff0c\u76f4\u63a5\u5c06\u90e8\u5206GQA\u5c42\u6539\u9020\u4e3aLightning Linear Attention\uff0c\u663e\u8457\u63d0\u5347\u4e86\u957f\u7a0b\u63a8\u7406\u7684\u541e\u5410\u80fd\u529b\u3002<\/p>\n

\u540c\u65f6\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u5c06\u5176\u4f59GQA\u5c42\u8fd1\u4f3c\u8f6c\u6362\u4e3aMLA\uff0c\u5e76\u5bf9\u5176\u4e2d\u7684QK Norm\u3001Partial RoPE\u7b49\u7279\u6027\u8fdb\u884c\u4e86\u9488\u5bf9\u6027\u9002\u914d\uff0c\u628aKV Cache\u538b\u5230\u4e86\u6781\u81f4\u3002<\/p>\n

\u6240\u4ee5\uff0c\u5b83\u7684\u6fc0\u6d3b\u53c2\u6570\u91cf\u867d\u7136\u670963B\uff0c\u4f46\u8fd0\u884c\u8d77\u6765\u53cd\u800c\u6bd4\u90a3\u4e9b32B\u6fc0\u6d3b\u53c2\u6570\u7684\u6a21\u578b\u8fd8\u8981\u8f7b\u5feb\uff0c\u800c\u4e14\u751f\u6210\u7684\u6587\u672c\u8d8a\u957f\uff0c\u8fd9\u79cd\u541e\u5410\u4f18\u52bf\u5c31\u8d8a\u660e\u663e\u3002<\/p>\n

\u4e0a\u4e0b\u6587\u65b9\u9762\uff0cLing-2.5-1T\u652f\u6301\u6574\u65741M Tokens\u7684\u8d85\u957f\u7a97\u53e3\uff0c\u9884\u8bad\u7ec3\u8bed\u6599\u4e5f\u6269\u5145\u5230\u4e8629T\u3002<\/p>\n

\u5927\u6d77\u635e\u9488\u6d4b\u8bd5\u4e2d\uff0cLing-2.5-1T\u57281M tokens\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u5185\u5747\u8868\u73b0\u4f18\u5f02\u3002<\/p>\n

\u5e76\u4e14\uff0cLing-2.5-1T\u5728\u5bf9\u6bd4\u91c7\u7528MLA\u548cDSA\u67b6\u6784\u7684\u5927\u578b\u5373\u65f6\u6a21\u578b\u65f6\uff0c\u5728\u591a\u9879\u8d85\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u6548\u679c\u4f18\u52bf\u3002<\/p>\n

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\u518d\u52a0\u4e0a\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u7684\u5347\u7ea7\uff0cLing-2.5-1T\u7684\u957f\u6587\u4e0e\u591a\u8f6e\u5bf9\u8bdd\u4ea4\u4e92\u53d8\u5f97\u66f4\u52a0\u53ef\u9760\u3002<\/p>\n

\u8682\u8681\u56e2\u961f\u6784\u5efa\u4e86Agent-based\u6821\u9a8c\u673a\u5236\uff0c\u9488\u5bf9\u7ec6\u7c92\u5ea6\u7ea6\u675f\uff0c\u7f16\u5199\u4e86\u7531Rubric\uff08\u8bc4\u5206\u89c4\u5219\uff09\u4e0eCode\uff08\u4ee3\u7801\u65ad\u8a00\uff09\u6784\u6210\u7684\u786c\u6027\u6821\u9a8c\u5956\u52b1\u3002<\/p>\n

\u5728IFEval\u7b49\u6307\u4ee4\u9075\u5faa\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cLing-2.5-1T\u5728\u591a\u91cd\u7ea6\u675f\u4e0b\u7684\u6267\u884c\u51c6\u786e\u7387\u4e0e\u903b\u8f91\u4e00\u81f4\u6027\u663e\u8457\u63d0\u5347\u3002<\/p>\n

\u800c\u4e14\u5b83\u8fd8\u6709\u4e00\u4e2a\u4f18\u70b9\u5c31\u662f\u201c\u9ad8Token Efficiency\u201d\uff0c\u8fd9\u70b9\u5728Agent\u5de5\u5177\u8c03\u7528\u7684\u573a\u666f\u91cc\u4f53\u73b0\u5f97\u7279\u522b\u660e\u663e\u3002<\/p>\n

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\u73b0\u5728\u7684Ling-2.5-1T\u5199\u8d77\u4e1c\u897f\u6765\u975e\u5e38\u514b\u5236\u4e14\u6709\u6e29\u5ea6\uff0c\u4e0d\u7ba1\u662f\u5546\u52a1\u90ae\u4ef6\u8fd8\u662f\u521b\u610f\u6587\u6848\uff0c\u90fd\u80fd\u62ff\u634f\u597d\u5206\u5bf8\uff0c\u7ed9\u4f60\u6700\u771f\u5b9e\u3001\u6700\u50cf\u6d3b\u4eba\u7684\u6587\u5b57\u53cd\u9988\u3002<\/p>\n

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\u5047\u8bbe\u4f60\u662f\u4e00\u4e2a\u4ea7\u54c1\u7ffb\u8f66\u7684CEO\uff0c\u8bf7\u4f60\u5206\u522b\u5199\u4e00\u6761\u6df1\u591c\u7834\u9632\u7684\u670b\u53cb\u5708\uff0c\u548c\u4e00\u5c01\u7ed9\u5168\u4f53\u7528\u6237\u7684\u6b63\u5f0f\u81f4\u6b49\u4fe1\u3002<\/p>\n

\u4e3a\u4e86\u66f4\u6709\u8bf4\u670d\u529b\uff0c\u6211\u8fd8\u62c9\u6765\u4e86GPT-5.2\u505a\u5bf9\u6bd4\u3002\u5148\u770b\u670b\u53cb\u5708\u6587\u6848\uff0c\u4e24\u8fb9\u7684\u753b\u98ce\u5dee\u5f97\u633a\u5927\u3002<\/p>\n

\u6211\u7684\u6307\u4ee4\u5f88\u7b80\u5355\uff0c\u53ea\u8bf4\u4e86\u201c\u8868\u8fbe\u771f\u5b9e\u5fc3\u60c5\u201d\u3002<\/p>\n

\u5bf9\u4e8e\u8fd9\u4e2a\u8981\u6c42\uff0cGPT-5.2\u7684\u7406\u89e3\u662f\u201c\u5c55\u73b0\u97e7\u6027\u201d\u3002\u5b83\u8bf4\uff1a\u201c\u8bf4\u4e0d\u96be\u53d7\u662f\u5047\u7684\u2026\u2026\u4ea7\u54c1\u53ef\u4ee5\u8dcc\u5012\uff0c\u516c\u53f8\u4e0d\u80fd\u88c5\u6ca1\u4e8b\u3002\u201d<\/p>\n

\u8fd9\u8bdd\u903b\u8f91\u6ca1\u6bdb\u75c5\uff0c\u6001\u5ea6\u4e5f\u5f88\u575a\u51b3\uff0c\u50cf\u662f\u4e00\u4e2a\u6c38\u8fdc\u6253\u4e0d\u5012\u7684\u94c1\u8840\u8001\u677f\uff0c\u54ea\u6015\u5728\u79c1\u57df\u91cc\u4e5f\u5728\u52aa\u529b\u7ef4\u7cfb\u56e2\u961f\u7684\u58eb\u6c14\u3002<\/p>\n

Ling-2.5-1T\u5219\u662f\u201c\u6d41\u9732\u8106\u5f31\u201d\u3002\u5b83\u4e0a\u6765\u5c31\u662f\uff1a\u201c\u8fd9\u4e2a\u591c\u665a\uff0c\u6bd4\u6211\u60f3\u8c61\u7684\u8981\u6f2b\u957f\u5f97\u591a\u201d\uff0c\u7d27\u63a5\u7740\u5199\u5230\u4e86\u201c\u6ee1\u5c4f\u7684\u8d28\u7591\u548c\u6eda\u70eb\u7684\u673a\u8eab\u201d\u3002<\/p>\n

\u5b83\u6355\u6349\u5230\u4e86\u90a3\u79cd\u7126\u8651\u548c\u538b\u6291\u7684\u72b6\u6001\u3002\u8fd9\u79cd\u5bf9\u60c5\u7eea\u9897\u7c92\u5ea6\u7684\u8fd8\u539f\uff0c\u786e\u5b9e\u66f4\u50cf\u4e00\u4e2a\u6d3b\u751f\u751f\u7684\u4eba\u5728\u906d\u53d7\u6253\u51fb\u540e\u7684\u771f\u5b9e\u53cd\u5e94\u3002<\/p>\n

\u5230\u4e86\u81f4\u6b49\u4fe1\u73af\u8282\uff0cLing-2.5-1T\u663e\u5f97\u66f4\u61c2\u201c\u5206\u5bf8\u201d\u3002<\/p>\n

GPT-5.2\u5199\u7684\u662f\u6ee1\u5206\u516c\u5173\u6587\u2014\u2014\u627f\u8ba4\u95ee\u9898\u3001\u9000\u6b3e\u53ec\u56de\u3001\u627f\u8bfa\u6539\u8fdb\u2014\u2014\u6311\u4e0d\u51fa\u4ec0\u4e48\u9519\uff0c\u4f46\u4e5f\u5c31\u662f\u4e2a\u6807\u51c6\u6a21\u677f\uff0c\u6709\u70b9\u51b7\u51b0\u51b0\u3002<\/p>\n

\u800c\u4e14\u5176\u4e2d\u5145\u65a5\u7740\u5927\u91cf\u7684\u201c\u4e0d\u662f\u2026\u2026\u800c\u662f\/\u800c\u4e0d\u662f\u2026\u2026\u201d\u201c\u5728\u2026\u2026\u4e0d\u5728\u2026\u2026\u201d\u8fd9\u6837\u7684AI\u60ef\u7528\u8bdd\u672f\uff0c\u8ba9\u4eba\u4e0d\u514d\u6000\u7591\u5176\u9053\u6b49\u7684\u8bda\u610f\u3002<\/p>\n

Ling-2.5\u5728\u6807\u51c6\u52a8\u4f5c\u4e4b\u5916\uff0c\u4e0d\u4ec5\u611f\u60c5\u66f4\u52a0\u771f\u631a\uff0c\u5bf9\u95ee\u9898\u7684\u770b\u5f85\u4e5f\u66f4\u52a0\u201c\u901a\u900f\u201d\u3002<\/p>\n

\u5b83\u7279\u522b\u52a0\u4e86\u4e00\u53e5\u201c\u5bf9\u4f9b\u5e94\u94fe\u7684\u628a\u63a7\u5931\u804c\uff0c\u672a\u80fd\u53d1\u73b0\u9690\u60a3\u201d\uff0c\u6ca1\u6709\u5bf9\u5916\u7529\u9505\uff0c\u81ea\u5df1\u8ba4\u4e0b\u4e86\u201c\u76d1\u7ba1\u4e0d\u529b\u201d\u7684\u95ee\u9898\uff0c\u65e2\u8ba4\u4e86\u5177\u4f53\u7684\u9519\uff0c\u53c8\u663e\u5f97\u5f88\u6709\u62c5\u5f53\u3002<\/p>\n

\u5bf9\u6bd4\u4e0b\u6765\uff0c GPT-5.2\u50cf\u4e2a\u7cbe\u82f1\u9ad8\u7ba1\uff0c\u529e\u4e8b\u9ad8\u6548\u4f46\u6ca1\u5565\u611f\u60c5\uff1b\u800cLing-2.5\u66f4\u50cf\u4e2a\u61c2\u4eba\u6027\u7684\u521b\u4e1a\u8001\u70ae\uff0c\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u8be5\u793a\u5f31\uff0c\u4ec0\u4e48\u65f6\u5019\u8be5\u625b\u4e8b\u513f\u3002<\/p>\n

\u603b\u4e4b\u8fd9\u4e00\u6ce2\uff0cLing-2.5-1T\u8d62\u5728\u4e86\u61c2\u4eba\u60c5\u4e16\u6545\uff0c\u5b83\u80fd\u628a\u90a3\u4e9b\u53ea\u53ef\u610f\u4f1a\u7684\u60c5\u7eea\u5199\u8fdb\u5b57\u91cc\u884c\u95f4\uff0c\u8ba9\u6587\u5b57\u98ce\u683c\u770b\u8d77\u6765\u50cf\u4e2a\u5728\u793e\u4f1a\u4e0a\u6478\u722c\u6eda\u6253\u8fc7\u7684\u6d3b\u4eba\u3002<\/p>\n

\u9664\u4e86\u5199\u4f5c\uff0cLing-2.5-1T\u8fd8\u58f0\u79f0\u81ea\u5df1\u64c5\u957fAgentic\u4efb\u52a1\uff0c\u591a\u6b65Agent\u5de5\u5177\u8c03\u7528\u548c\u81ea\u52a8\u5316\u4efb\u52a1\u5904\u7406\u90fd\u662f\u5b83\u7684\u5f3a\u9879\u3002<\/p>\n

\u4e3a\u4e86\u9a8c\u8bc1\u5b83\u662f\u5426\u540d\u526f\u5176\u5b9e\uff0c\u6211\u53c8\u8bf7\u51fa\u4e86\u4e4b\u524d\u6d4b\u8bd5\u5404\u79cd\u6a21\u578b\u7528\u7684OpenClaw\uff0c\u5e76\u628aLing-2.5-1T\u63a5\u5165\u4e86\u8fdb\u53bb\u3002<\/p>\n

\u8fd9\u6b21\u6211\u626e\u6f14\u7684\u662f\u4e2a\u7535\u5546\u8fd0\u8425\uff0c\u6211\u7528Python\u751f\u6210\u4e86\u4e00\u4efd\u4e71\u4e03\u516b\u7cdf\u7684JSON\u65e5\u5fd7\u4e22\u5230\u684c\u9762\u3002<\/p>\n

\u8fd9\u4e2aJSON\u65e5\u5fd7\u4e00\u5171\u5c06\u8fd13000\u884c\uff0c\u91cc\u9762\u5b58\u4e8650\u4e2a\u8ba2\u5355\u3002\u5305\u542b15\u79cd\u89c4\u683c\u5b8c\u5168\u4e0d\u642d\u754c\u7684\u5546\u54c1\u3002<\/p>\n

\u800c\u4e14\u8fd9\u4e9b\u5546\u54c1\u8fd8\u6709\u9690\u85cf\u53c2\u6570\u2014\u2014\u7535\u5b50\u4ea7\u54c1\u6709CPU\u53c2\u6570\uff0c\u96f6\u98df\u6709\u53e3\u5473\u514b\u6570\uff0c\u8863\u670d\u6709\u5c3a\u7801\u6750\u8d28\u2026\u2026\u8fd9\u4e9b\u6570\u636e\u6beb\u65e0\u89c4\u5f8b\u5730\u5d4c\u5957\u5728\u6df1\u5c42\u5b57\u5178\u91cc\u3002<\/p>\n

\u6211\u76f4\u63a5\u4e0b\u8fbe\u4e86\u4e00\u6bb5\u8001\u677f\u5f0f\u7684\u6a21\u7cca\u6307\u4ee4\uff1a\u684c\u9762\u7684order\u6587\u4ef6\u5939\u91cc\u6709\u4e2a\u65e5\u5fd7\uff0c\u683c\u5f0f\u592a\u4e71\u6211\u6ca1\u6cd5\u770b\uff0c\u5e2e\u6211\u6574\u7406\u6210\u4e00\u5f20\u6e05\u6670\u7684Excel\u660e\u7ec6\u8868\u3002<\/p>\n

Ling-2.5-1T\u5c55\u73b0\u51fa\u4e86\u8001\u7ec3\u7684Agent\u81ea\u4e3b\u6027\uff0c\u901a\u8fc7OpenClaw\u5728\u672c\u5730\u76ee\u5f55\u5b9a\u4f4d\u3001\u8bfb\u53d6\u4e86\u76ee\u6807\uff0c\u7136\u540e\u5728\u540e\u53f0\u81ea\u52a8\u62c6\u89e3\u4efb\u52a1\u903b\u8f91\u3001\u8bfb\u53d6\u6570\u636e\u5e76\u7f16\u5199\u4e86Python\u7a0b\u5e8f\u6765\u751f\u6210\u8868\u683c\uff0c\u4e2d\u95f4\u9047\u5230\u7f3a\u5c11\u7684pip\u4f9d\u8d56\u8fd8\u4f1a\u81ea\u884c\u5b89\u88c5\u3002<\/p>\n

\u518d\u6765\u770b\u4ea4\u4ed8\u6210\u679c\uff0c\u53ef\u4ee5\u770b\u5230Ling-2.5-1T\u901a\u8fc7OpenClaw\u6267\u884c\u4e86\u591a\u6b65\u64cd\u4f5c\uff0c\u628a\u6bcf\u4e2a\u8ba2\u5355\u5546\u54c1\u62c6\u5206\u6210\u4e86\u72ec\u7acb\u884c\uff0c\u540c\u65f6\u81ea\u52a8\u4fdd\u7559\u4e86\u8ba2\u5355ID\u3001\u4f1a\u5458\u7b49\u7ea7\u7b49\u4fe1\u606f\uff0c\u6570\u636e\u5173\u8054\u4e25\u4e1d\u5408\u7f1d\u3002<\/p>\n

\u800c\u4e14\u5b83\u626b\u63cf\u63d0\u53d6\u4e86\u6240\u6709\u5c5e\u6027\uff0c\u53d8\u6210\u4e86\u72ec\u7acb\u768420\u591a\u5217\uff0c\u5b9e\u73b0\u4e86\u7a00\u758f\u5316\u5bf9\u9f50\u3002<\/p>\n

\u7684\u786e\u5982\u5ba3\u4f20\u4e2d\u6240\u8a00\uff0c\u63a5\u5165OpenClaw\u540e\u7684Ling-2.5-1T\uff0c\u662f\u4e00\u4e2a\u80fd\u843d\u5730\u5e72\u91cd\u6d3b\u7684\u684c\u9762\u7ea7Agent\uff0c\u5b83\u5b8c\u6210\u4e86\u4ece\u627e\u6587\u4ef6\u3001\u7406\u903b\u8f91\u5230\u6700\u540e\u4ea4\u8868\u7684\u5168\u90e8\u8fc7\u7a0b\uff0c\u76f4\u63a5\u628a\u6211\u8981\u7684\u7ed3\u679c\u7529\u5728\u4e86\u9762\u524d\u3002<\/p>\n

\u603b\u4e4b\uff0cLing-2.5-1T\u5728\u5199\u4f5c\u4e0a\u80fd\u7cbe\u51c6\u8fd8\u539f\u4eba\u60c5\u4e16\u6545\uff0c\u5728Agentic\u4efb\u52a1\u4e0a\u80fd\u901a\u8fc7OpenClaw\u9ad8\u6548\u4ea4\u4ed8\u6210\u54c1\uff0c\u786e\u5b9e\u662f\u4e00\u4e2a\u65e2\u6709\u8111\u5b50\u53c8\u6709\u624b\u811a\u7684\u201c\u6d3b\u4eba\u201d\u3002<\/p>\n

Ling-2.5-1T\u8fd9\u79cd\u65e2\u5177\u5907Agentic\u5b9e\u6218\u80fd\u529b\uff0c\u53c8\u6709\u4f18\u5f02\u5199\u4f5c\u8868\u73b0\u7684\u6a21\u5f0f\uff0c\u7b97\u662f\u7cbe\u51c6\u8e29\u4e2d\u4e86\u5f53\u4e0b\u5927\u6a21\u578b\u7684\u75db\u70b9\u3002<\/p>\n

\u5c31\u62ff\u6700\u8fd1\u5927\u6a21\u578b\u5708\u91cc\u6700\u706b\u7684\u4e00\u4ef6\u4e8b\u6765\u8bf4\uff0c\u524d\u4e0d\u4e45GPT-4o\u6b63\u5f0f\u8d70\u5411\u4e86\u5b83\u751f\u547d\u7684\u7ec8\u70b9\uff0c\u5f88\u591a\u4eba\u5f00\u59cb\u6000\u5ff5\u90a3\u4e2a\u66fe\u7ecf\u65e5\u591c\u966a\u4f34\u81ea\u5df1\u7684\u6a21\u578b\uff0c\u5e76\u5410\u69fd\u8d77\u4e86\u6700\u65b0\u7684GPT-5\u7cfb\u5217\u3002<\/p>\n

\u662f\u56e0\u4e3aGPT-5\u7cfb\u5217\u6a21\u578b\u4e0d\u591f\u806a\u660e\u5417\uff1f<\/p>\n

\u5e76\u4e0d\u662f\uff0c\u5b9e\u9645\u4e0aGPT-5\u7cfb\u5217\u6709\u975e\u5e38\u5f3a\u5927\u7684\u63a8\u7406\u548c\u7f16\u7a0b\u80fd\u529b\uff0c\u5df2\u7ecf\u5e94\u7528\u4e8e\u5b9e\u8df5\uff0c\u751a\u81f3\u7834\u89e3\u4e86\u4f17\u591a\u672a\u88ab\u89e3\u51b3\u7684\u79d1\u5b66\u95ee\u9898\u3002<\/p>\n

\u771f\u6b63\u5f15\u53d1\u5410\u69fd\u7684\uff0c\u662f\u56e0\u4e3aGPT-5\u7cfb\u5217\u7f3a\u5c11\u4e864o\u90a3\u79cd\u7ec6\u817b\u7684\u201c\u6d3b\u4eba\u611f\u201d\u3002<\/p>\n

\u8fd9\u4e5f\u6298\u5c04\u51fa\u4e86\u5927\u6a21\u578b\u8fdb\u5316\u8def\u7ebf\u5f53\u4e2d\u7684\u4e00\u4e2a\u96be\u9898\u2014\u2014\u5927\u5757\u5934\u6a21\u578b\u4e00\u65e6\u53ea\u8ffd\u6c42\u903b\u8f91\u6307\u6807\uff0c\u7528\u8d77\u6765\u5c31\u5bb9\u6613\u663e\u5f97\u51b7\u51b0\u51b0\u3002<\/p>\n

\u4f46Ling-2.5-1T\u7684\u505a\u6cd5\u5c31\u806a\u660e\u591a\u4e86\uff0c\u5b83\u5728\u6b7b\u78d5\u786c\u6838\u6307\u6807\u7684\u540c\u65f6\uff0c\u786c\u662f\u628a\u90a3\u80a1\u5b50\u201c\u4eba\u5473\u513f\u201d\u7ed9\u4fdd\u4f4f\u4e86\uff0c\u8ba9\u6a21\u578b\u4e0d\u4ec5\u4ec5\u662f\u4e2a\u597d\u7528\u7684\u5de5\u5177\uff0c\u66f4\u662f\u4e2a\u61c2\u5206\u5bf8\u7684\u4f19\u4f34\u3002<\/p>\n

\u968f\u7740\u8fd9\u6b21Ling-2.5-1T\u7684\u6b63\u5f0f\u5165\u5217\uff0c\u8682\u8681\u65d7\u4e0b\u7684\u6a21\u578b\u4e5f\u8fdb\u4e00\u6b65\u6253\u51fa\u4e86\u4e00\u5957\u8d8b\u4e8e\u5b8c\u6574\u7684\u667a\u80fd\u7ec4\u5408\u62f3\u3002<\/p>\n

Ring\u4e13\u653b\u903b\u8f91\uff0cMing\u64c5\u957f\u591a\u6a21\u6001\uff0cLing\u4e3b\u6253\u901a\u7528\uff0c\u8682\u8681InclusionAI\u7684\u5f00\u6e90\u62fc\u56fe\u81f3\u6b64\u53c8\u5f97\u5230\u8fdb\u4e00\u6b65\u5b8c\u5584\u3002<\/p>\n

\u8fd9\u5957\u7ec4\u5408\u62f3\u4e0d\u4ec5\u8bc1\u660e\u4e86\u8682\u8681\u5728\u5927\u6a21\u578b\u6280\u672f\u4e0a\u5df2\u7ecf\u7a33\u7a33\u7ad9\u4f4f\u4e86\u5168\u7403\u7b2c\u4e00\u68af\u961f\uff0c\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u9a8c\u8bc1\u4e86\u6df7\u5408\u7ebf\u6027\u67b6\u6784\u5728\u8d85\u5927\u89c4\u6a21\u6a21\u578b\u4e0a\u7684\u6210\u719f\u5ea6\u2014\u2014\u539f\u6765\u4e07\u4ebf\u6a21\u578b\u4e5f\u80fd\u8dd1\u5f97\u8fd9\u4e48\u987a\u3002<\/p>\n

\u5bf9\u4e8e\u5e7f\u5927\u7528\u6237\u548c\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u624b\u91cc\u7ec8\u4e8e\u591a\u4e86\u4e00\u5957\u5b8c\u6574\u7684\u3001\u53ef\u63a7\u7684\u6280\u672f\u5e95\u5ea7\uff0c\u518d\u4e5f\u4e0d\u7528\u6bcf\u5929\u63d0\u5fc3\u540a\u80c6\uff0c\u62c5\u5fc3\u95ed\u6e90API\u7a81\u7136\u53d8\u52a8\u6216\u8005\u6da8\u4ef7\u5e26\u6765\u7684\u4e1a\u52a1\u98ce\u9669\u3002<\/p>\n

\u8fd9\u79cd\u786e\u5b9a\u6027\uff0c\u6210\u4e3a\u4e86Agentic Workflow\u7684\u57fa\u7840\uff0c\u53ea\u6709\u5730\u57fa\u7a33\u4e86\uff0c\u4e0a\u9762\u7684\u5e94\u7528\u548c\u521b\u4f5c\u624d\u80fd\u653e\u5fc3\u5927\u80c6\u5730\u53bb\u8dd1\uff0c\u4e0d\u7528\u62c5\u5fc3\u968f\u65f6\u4f1a\u584c\u3002<\/p>\n

\u5728\u95ed\u6e90\u6a21\u578b\u8d8a\u6765\u8d8a\u5c01\u95ed\u7684\u4eca\u5929\uff0c\u8fd9\u5957\u201c\u6709\u8840\u6709\u8089\u201d\u4e14\u5b9e\u529b\u6297\u6253\u7684\u5f00\u6e90\u65b9\u6848\uff0c\u65e0\u7591\u5c06\u6210\u4e3a\u5927\u5bb6\u6700\u503c\u5f97\u4fe1\u8d56\u7684\u65b0\u9009\u62e9\u3002<\/p>\n

\ud83e\udd17Hugging Face\uff1ahttps:\/\/huggingface.co\/inclusionAI\/Ling-2.5-1T\ud83e\udd16ModelScope\uff1ahttps:\/\/modelscope.cn\/models\/inclusionAI\/Ling-2.5-1T<\/p>\n

\n

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