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\u4f5c\u8005 | \u674e\u6c34\u9752<\/strong><\/p>\n

\u7f16\u8f91 | \u6f20\u5f71<\/strong><\/p>\n

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\u5f53\u4e0b\u6b63\u503cOpenAI\u3001Anthropic<\/strong>\u7b49\u5168\u7403AI\u5de8\u5934\u7eb7\u7eb7\u6740\u5165\u4f01\u4e1a\u7ea7\u670d\u52a1\u5e02\u573a\uff0c\u7ade\u8d5b\u7684\u53f7\u89d2\u5439\u54cd\uff0c\u56fd\u4ea7\u5382\u5546\u5982\u4f55\u5b88\u4f4f\u9635\u5730\u5e76\u5411\u5916\u56f4\u7a81\u7834\uff1f<\/strong>\u5546\u6c64\u5927\u88c5\u7f6e\u51ed\u4ec0\u4e48\u88ab\u56fd\u9645\u6743\u5a01\u673a\u6784\u76d6\u7ae0\u8ba4\u8bc1\u4e3a\u201c\u5f00\u521b\u8005\u201d\uff1f<\/p>\n

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AI\u5de5\u5382\u4e3a\u4ec0\u4e48\u4f1a\u5728\u4eca\u5e74\u7a81\u7136\u7206\u706b\uff1f<\/p>\n

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\u8fc7\u53bb\u4e24\u5e74\uff0c\u884c\u4e1a\u66f4\u5173\u6ce8\u6a21\u578b\u8bad\u7ec3<\/strong>\uff0c\u91cd\u70b9\u59cb\u7ec8\u662f\u201c\u5927\u6a21\u578b\u80fd\u529b\u591f\u4e0d\u591f\u5f3a\u201d\uff0c\u5237\u699c\u5feb\u4e0d\u5feb\uff1b\u5982\u4eca\u968f\u7740Agent\u52a0\u901f\u843d\u5730\uff0c\u8d8a\u6765\u8d8a\u591a\u4f01\u4e1a\u5f00\u59cb\u53d1\u73b0\uff0c\u771f\u6b63\u6d88\u8017\u6d77\u91cf\u8d44\u6e90<\/a>\u7684\u5176\u5b9e\u662f\u63a8\u7406\u9636\u6bb5<\/strong>\u3002\u8bad\u7ec3\u53ef\u80fd\u53ea\u53d1\u751f\u4e00\u6b21\uff0c\u4f46\u63a8\u7406\u4f1a\u957f\u671f\u6301\u7eed\u53d1\u751f<\/strong>\u3002\u672a\u676580%<\/strong>\u4ee5\u4e0a\u7684\u7b97\u529b\u6d88\u8017\uff0c\u90fd\u53ef\u80fd\u6765\u81ea\u63a8\u7406\u4e0eAgent\u8fd0\u884c\u3002<\/p>\n

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\u6839\u636eOmdia\u62a5\u544a\u7684\u5b9a\u4e49\uff0c\u4f20\u7edf\u6570\u636e\u4e2d\u5fc3\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u63d0\u4f9b\u670d\u52a1\u5668\u3001\u5b58\u50a8\u4e0e\u7f51\u7edc\u8d44\u6e90\uff1bAIDC\uff08\u667a\u7b97\u4e2d\u5fc3\uff09\u5219\u4e3b\u8981\u63d0\u4f9bGPU\u7b97\u529b\uff1b\u800cAI\u5de5\u5382\u8f93\u51fa\u7684<\/strong>\uff0c\u5df2\u7ecf\u4e0d\u518d\u53ea\u662f\u201c\u8ba1\u7b97\u8d44\u6e90\u201d\uff0c\u800c\u662f\u4f01\u4e1a\u7ea7AI\u80fd\u529b\u3001\u667a\u80fd\u4f53\u4e0eToken\u751f\u4ea7\u80fd\u529b<\/strong>\u3002<\/p>\n

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\u6240\u8c13\u201c\u667a\u80fd\u7cbe\u70bc<\/strong>\u201d\uff0c\u672c\u8d28\u4e0a\u662f\u901a\u8fc7\u4e00\u5957\u56f4\u7ed5\u6a21\u578b\u751f\u4ea7\u548c\u667a\u80fd\u8f93\u51fa\u6784\u5efa\u7684\u5b8c\u6574\u7cfb\u7edf\u5de5\u7a0b\uff0c\u5f62\u6210\u201c\u667a\u80fd\u751f\u4ea7\u7ebf\u201d \u7684\u8fd0\u884c\u6a21\u5f0f\uff0c\u628a\u539f\u59cb\u7b97\u529b\u3001\u63a8\u7406\u670d\u52a1\u3001\u6570\u636e\u5904\u7406\u3001\u6a21\u578b\u6d4b\u8bc4\u3001\u7b97\u529b\u8c03\u5ea6<\/strong>\u7b49\u878d\u5408\uff0c\u6700\u7ec8\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684Token\u751f\u4ea7\u3002\u4ee3\u7ee7\u544a\u8bc9\u667a\u4e1c\u897f\uff0c\u5546\u6c64\u5927\u88c5\u7f6e\u662f\u5728\u8fd9\u4e00\u9886\u57df\u6700\u65e9\u5e03\u5c40\u7684\u4ee3\u8868\u73a9\u5bb6\u4e4b\u4e00\u3002<\/p>\n

\"\u5168\u7403AI\u5de5\u53824\u4e07\u4ebf\u6fc0\u6218\uff01\u8fd9\u5bb6\u56fd\u4ea7\u5382\u5546\u9886\u5148\u4e00\u4e2a\u8eab\u4f4d\u4e86\"<\/p>\n

\u5546\u6c64\u4e34\u6e2f\u667a\u7b97\u4e2d\u5fc3<\/p>\n

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\u4e8b\u5b9e\u4e0a\uff0c\u5546\u6c64\u5e03\u5c40AI\u5de5\u5382\uff0c\u5e76\u4e0d\u662f\u4eca\u5e74\u624d\u5f00\u59cb\u3002<\/p>\n

\u65e9\u57282022\u5e74\uff0c\u884c\u4e1a\u8fd8\u5728\u8ba8\u8bba\u201c\u5927\u6a21\u578b\u5230\u5e95\u6709\u6ca1\u6709\u5546\u4e1a\u4ef7\u503c\u201d\u65f6\uff0c\u5546\u6c64\u5185\u90e8\u5c31\u5df2\u7ecf\u63d0\u51fa\u201cAI\u6570\u5b57\u5de5\u5382\u201d\u6784\u60f3\u3002<\/p>\n

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\"\u5168\u7403AI\u5de5\u53824\u4e07\u4ebf\u6fc0\u6218\uff01\u8fd9\u5bb6\u56fd\u4ea7\u5382\u5546\u9886\u5148\u4e00\u4e2a\u8eab\u4f4d\u4e86\"<\/p>\n

\u5546\u6c64\u5927\u88c5\u7f6eAI\u5de5\u5382\u67b6\u6784<\/p>\n

1\u3001\u80fd\u6e90\u4e0e\u7269\u7406\u5c42\uff1a\u8054\u624b\u201c\u5b81\u738b\u201d\uff0c\u5148\u89e3\u51b3\u201c\u7535\u8001\u864e\u201d\u75db\u70b9<\/strong><\/p>\n

AI\u5de5\u5382\u9996\u5148\u9762\u5bf9\u7684\uff0c\u662f\u80fd\u6e90\u95ee\u9898\u3002<\/p>\n

AI\u65f6\u4ee3\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u8017\u7535\u91cf\u8fdc\u8d85\u4f20\u7edfIDC\u3002\u5c24\u5176\u5728\u63a8\u7406\u89c4\u6a21\u6301\u7eed\u7206\u53d1\u4e4b\u540e\uff0c\u7535\u529b\u5df2\u7ecf\u5f00\u59cb\u6210\u4e3aAI\u5de5\u5382\u6700\u6838\u5fc3\u7684\u8fd0\u8425\u6210\u672c\u4e4b\u4e00\u3002\u56e0\u6b64\uff0cAI\u5de5\u5382\u7684\u7ade\u4e89\uff0c\u9996\u5148\u662f\u80fd\u6e90\u7684\u7ade\u4e89\u3002<\/p>\n

\u4e3a\u6b64\uff0c\u5546\u6c64\u5927\u88c5\u7f6e\u4e0e\u5b81\u5fb7\u65f6\u4ee3\u5408\u4f5c\uff0c\u5728\u4e34\u6e2fAIDC\u843d\u5730\u7b97\u7535\u534f\u540c\u5e73\u53f0\uff1a\u5176\u6838\u5fc3\u76ee\u6807\u662f\u901a\u8fc7\u7535\u529b\u9884\u6d4b\u3001\u50a8\u80fd\u8c03\u5ea6\u4e0e\u8d1f\u8f7d\u4f18\u5316\uff0c\u8ba9\u6574\u4e2aAI\u5de5\u5382\u8fd0\u884c\u6548\u7387\u6700\u5927\u5316<\/strong>\u3002<\/p>\n

Omdia\u6570\u636e\u663e\u793a\uff0c\u8be5\u7cfb\u7edf\u80fd\u6e90\u9884\u6d4b\u51c6\u786e\u7387\u8fbe\u523088%\uff0c\u51b3\u7b56\u51c6\u786e\u7387\u8fbe\u523093%\uff0cPUE\u964d\u81f31.265\uff0c\u5e74\u8282\u7ea6\u7535\u8d39\u7ea67%<\/strong>\uff0c\u78b3\u51cf\u6392\u6bcf\u4e07P 4000\u5428\u3002<\/p>\n

\u5728AI\u8fdb\u5165\u9ad8\u8017\u80fd\u65f6\u4ee3\u540e\uff0c\u201c\u7535\u201d\u5df2\u7ecf\u4e0d\u518d\u662f\u8f85\u52a9\u8d44\u6e90\uff0c\u800c\u662fAI\u5de5\u5382\u6838\u5fc3\u751f\u4ea7\u8d44\u6599\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

2\u3001\u5f02\u6784\u7b97\u529b\u5c42\uff1a\u771f\u6b63\u96be\u5543\u7684\uff0c\u662f\u56fd\u4ea7\u82af\u7247\u788e\u7247\u5316<\/strong><\/p>\n

\u5982\u679c\u8bf4\u80fd\u6e90\u662fAI\u5de5\u5382\u7684\u8840\u6db2\uff0c\u90a3\u4e48\u5f02\u6784\u82af\u7247\u534f\u540c\uff0c\u5c31\u662f\u6700\u96be\u6253\u901a\u7684\u795e\u7ecf\u7cfb\u7edf<\/strong>\u3002<\/p>\n

\u4ee3\u7ee7\u5411\u667a\u4e1c\u897f\u5766\u8a00\uff0c\u4e94\u5c42\u67b6\u6784\u91cc\u6700\u96be\u7684\u4e00\u5c42\uff0c\u5c31\u662f\u5f02\u6784\u7b97\u529b\u5c42\u3002\u539f\u56e0\u5f88\u7b80\u5355\uff1a\u56fd\u4ea7\u82af\u7247\u751f\u6001\u9ad8\u5ea6\u788e\u7247\u5316\u3002\u6bcf\u4e00\u5bb6\u56fd\u4ea7AI\u82af\u7247\u6216GPU\u5382\u5546\uff0c\u51e0\u4e4e\u90fd\u662f\u4e00\u4e2a\u201c\u9ed1\u76d2\u201d\u3002\u4e0d\u540c\u82af\u7247\u62e5\u6709\u4e0d\u540c\u901a\u4fe1\u534f\u8bae\u3001\u4e0d\u540c\u8c03\u5ea6\u65b9\u5f0f\u3001\u4e0d\u540c\u786c\u4ef6\u67b6\u6784\uff0c\u5f88\u96be\u901a\u8fc7\u7edf\u4e00\u65b9\u6cd5\u5b9e\u73b0\u534f\u540c\u3002<\/p>\n

\u800c\u73b0\u5b9e\u60c5\u51b5\u662f\uff0c\u5f88\u591a\u5927\u578b\u4f01\u4e1a\u5185\u90e8\uff0c\u672c\u8eab\u5c31\u5df2\u7ecf\u91c7\u8d2d\u4e86\u591a\u4e2a\u54c1\u724cAI\u82af\u7247\u3002\u201c\u6bcf\u4e2a\u5ba2\u6237\u57fa\u672c\u90fd\u4f1a\u6709\u4e00\u70b9\u3002\u201d\u4ee3\u7ee7\u8bf4\uff0c\u201c\u4f60\u5fc5\u987b\u5e2e\u4ed6\u628a\u8fd9\u4e9b\u4e1c\u897f\u771f\u6b63\u534f\u540c\u8d77\u6765\u3002\u201d<\/p>\n

\u636e\u4e86\u89e3\uff0c\u5546\u6c64\u5927\u88c5\u7f6e\u7387\u5148\u5b9e\u73b0\u4e86\u4e07\u5361\u7ea7\u56fd\u4ea7GPU\u96c6\u7fa4\u5f02\u6784\u6df7\u8bad<\/strong>\u3002Omdia\u6570\u636e\u663e\u793a\uff0c\u5176\u5f02\u6784\u8bad\u7ec3\u6548\u7387\u5df2\u8fbe\u5230\u540c\u6784\u8bad\u7ec395%<\/strong>\u7684\u6c34\u5e73\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5ba2\u6237\u65e0\u9700\u518d\u8fc7\u591a\u5173\u6ce8\u4e0d\u540c\u82af\u7247\u4e4b\u95f4\u7684\u9002\u914d\u4e0e\u8c03\u5ea6\u95ee\u9898\uff0c\u5546\u6c64\u5728\u5e95\u5c42\u5c31\u628a\u8fd9\u4e9b\u788e\u7247\u5316\u95ee\u9898\u89e3\u51b3\u4e86\u3002<\/p>\n

\u800c\u8fd9\u80cc\u540e\uff0c\u662f\u957f\u671f\u5e95\u5c42\u4f18\u5316\u79ef\u7d2f\u3002\u4ee3\u7ee7\u900f\u9732\uff0c\u5f88\u591a\u56fd\u4ea7AI\u82af\u7247\u4f18\u5316\uff0c\u5f80\u5f80\u9700\u8981\u9488\u5bf9\u5177\u4f53\u8d85\u7ea7\u8282\u70b9\u3001\u4ea4\u6362\u673a\u7ed3\u6784\u3001\u901a\u4fe1\u534f\u8bae\u9010\u5c42\u5199\u4ee3\u7801\u8c03\u4f18\u3002\u4e0d\u662f\u628a\u4efb\u52a1\u62c9\u8d77\u6765\u8dd1\u5c31\u884c\uff0c\u800c\u662f\u4f60\u5f97\u77e5\u9053\u6bcf\u4e00\u5c42\u74f6\u9888\u5728\u54ea\u91cc\uff0c\u4e0d\u65ad\u8c03\u5230\u6700\u4f18\u503c\u3002<\/p>\n

\u8fd9\u79cd\u80fd\u529b\uff0c\u5f88\u96be\u901a\u8fc7\u77ed\u671f\u5806\u8d44\u6e90\u83b7\u5f97\u3002<\/p>\n

3\u3001\u8c03\u5ea6\u5e73\u53f0\u5c42\uff1aAI\u5de5\u5382\u6700\u5927\u7684\u6d6a\u8d39\uff0c\u662fGPU\u95f2\u7740<\/strong><\/p>\n

AI\u5de5\u5382\u9700\u8981\u540c\u65f6\u670d\u52a1\u8bad\u7ec3\u548c\u63a8\u7406\u4e24\u79cd\u622a\u7136\u4e0d\u540c\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u9700\u8981\u201c\u8bad\u63a8\u5171\u6c60<\/strong>\u201d\u3002<\/p>\n

\u8fc7\u53bb\u5f88\u591a\u8bad\u7ec3\u96c6\u7fa4\uff0c\u4e00\u65e6\u8bad\u7ec3\u7ed3\u675f\uff0c\u5927\u91cfGPU\u4f1a\u51fa\u73b0\u7a7a\u8f6c\uff1b\u63a8\u7406\u7cfb\u7edf\u5219\u53ef\u80fd\u5728\u9ad8\u5cf0\u671f\u7206\u6ee1\u3001\u4f4e\u8c37\u671f\u95f2\u7f6e\u3002\u5982\u4f55\u5728\u540c\u4e00\u8d44\u6e90\u6c60\u4e2d\u5b9e\u73b0\u4e24\u8005\u7684\u9ad8\u6548\u5171\u5b58\uff0c\u907f\u514d\u8d44\u6e90\u6d6a\u8d39\u540c\u65f6\u4fdd\u969cSLA\uff0c\u662f\u5168\u884c\u4e1a\u7684\u5171\u540c\u96be\u9898\u3002<\/p>\n

\u4e3a\u6b64\uff0c\u5546\u6c64\u5927\u88c5\u7f6e\u901a\u8fc7\u81ea\u7814\u8bad\u7ec3\u6846\u67b6\uff0c\u5f00\u53d1\u5e76\u4f18\u5316\u591a\u79cd\u5e76\u884c\u7b56\u7565<\/a>\uff0c\u63d0\u5347\u8bad\u7ec3\u6027\u80fd\u548c\u663e\u5b58\u7ba1\u7406\uff0c\u53e6\u5916\uff0c\u652f\u6301\u5f00\u6e90vLLM\u53ca\u81ea\u7814LightLLM\u53cc\u63a8\u7406\u5f15\u64ce\uff0c\u6781\u5927\u63d0\u5347\u63a8\u7406\u6548\u7387\u5e76\u538b\u4f4e\u63a8\u7406\u6210\u672c\u3002<\/p>\n

\u672c\u8d28\u4e0a\uff0cAI\u5de5\u5382\u5df2\u7ecf\u8d8a\u6765\u8d8a\u50cf\u73b0\u4ee3\u5de5\u4e1a\u6d41\u6c34\u7ebf\u3002\u5bf9\u4e8e\u91d1\u878d\u3001\u653f\u52a1\u7b49\u5bf9\u7a33\u5b9a\u6027\u8981\u6c42\u6781\u9ad8\u7684\u5ba2\u6237\u800c\u8a00\uff0c\u8fd9\u4e00\u5c42\u76f4\u63a5\u51b3\u5b9a\u4e86AI\u80fd\u529b\u80fd\u5426\u8fdb\u5165\u6838\u5fc3\u751f\u4ea7\u73af\u8282\u3002<\/p>\n

4\u3001MaaS\u5c42\uff1a\u6a21\u578b\u6b63\u5728\u53d8\u6210\u5f00\u653e\u90e8\u7f72\u7684\u201c\u5de5\u4e1a\u96f6\u90e8\u4ef6\u201d<\/strong><\/p>\n

\u5728\u6a21\u578b\u5c42\uff0c\u884c\u4e1a\u4e5f\u53d1\u751f\u4e86\u660e\u663e\u53d8\u5316\u3002<\/p>\n

\u8fc7\u53bb\uff0c\u5927\u6a21\u578b\u516c\u53f8\u666e\u904d\u5e0c\u671b\u901a\u8fc7\u95ed\u6e90\u6a21\u578b\u5efa\u7acb\u58c1\u5792\uff1b\u4f46\u968f\u7740\u5f00\u6e90\u6a21\u578b\u5feb\u901f\u6210\u719f\uff0c\u884c\u4e1a\u5f00\u59cb\u610f\u8bc6\u5230\u6a21\u578b\u672c\u8eab\uff0c\u6b63\u5728\u9010\u6e10\u53d8\u6210\u6807\u51c6\u5316\u80fd\u529b\u3002<\/p>\n

\u5546\u6c64\u5927\u88c5\u7f6e\u7684MaaS\u5c42\uff0c\u4e0d\u662f\u5355\u7eaf\u63d0\u4f9b\u81ea\u7814\u6a21\u578b\uff0c\u800c\u662f\u6574\u5408\u201c\u65e5\u65e5\u65b0\u201d\u4e0e\u5927\u91cf\u7b2c\u4e09\u65b9\u5f00\u6e90\u6a21\u578b\uff0c\u5f62\u6210\u7edf\u4e00\u8c03\u7528\u5e73\u53f0\uff0c\u63d0\u4f9b\u6a21\u578b\u90e8\u7f72\u3001\u6a21\u578b\u63a8\u7406\u3001Agent\u5f00\u53d1\u80fd\u529b\u7b49\u3002<\/p>\n

\u4f01\u4e1a\u9762\u5bf9\u7433\u7405\u6ee1\u76ee\u7684\u5f00\u6e90\u6a21\u578b\u548c\u5546\u4e1a\u6a21\u578b\uff0c\u5f80\u5f80\u4e0d\u77e5\u9053\u5982\u4f55\u9009\u62e9\u3001\u5982\u4f55\u8c03\u4f18\u3001\u5982\u4f55\u90e8\u7f72<\/strong>\u6a21\u578b\uff0c\u5546\u6c64\u7684MaaS\u5c42\u6574\u5408\u4e86\u201c\u65e5\u65e5\u65b0\u201d\u5927\u6a21\u578b\u53ca\u7b2c\u4e09\u65b9\u5f00\u6e90\u6a21\u578b\uff0c\u63d0\u4f9b\u4e00\u7ad9\u5f0f\u6a21\u578b\u670d\u52a1\uff0c\u8ba9\u4f01\u4e1a\u53ef\u4ee5\u4ece\u6d77\u91cf\u9009\u9879\u4e2d\u62bd\u8eab\uff0c\u805a\u7126\u4e8e\u81ea\u8eab\u4e1a\u52a1\u903b\u8f91\u3002<\/p>\n

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5\u3001\u4ea7\u4e1a\u5e94\u7528\u5c42\uff1a\u771f\u6b63\u6709\u4ef7\u503c\u7684\uff0c\u662f\u573a\u666f\u5316Token<\/strong><\/p>\n

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