{"id":39100,"date":"2025-03-01T14:01:39","date_gmt":"2025-03-01T06:01:39","guid":{"rendered":"https:\/\/17aitech.com\/?p=39100"},"modified":"2025-03-01T14:01:39","modified_gmt":"2025-03-01T06:01:39","slug":"%e5%ae%9e%e6%b5%8b%e8%b1%86%e5%8c%851-5%e5%90%8e%ef%bc%8c%e7%9c%8b%e5%88%b0%e4%ba%86%e5%ad%97%e8%8a%82%e4%b8%8d%e8%b5%b0%e6%8d%b7%e5%be%84%e7%9a%84%e5%ba%95%e6%b0%94","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39100","title":{"rendered":"\u5b9e\u6d4b\u8c46\u53051.5\u540e\uff0c\u770b\u5230\u4e86\u5b57\u8282\u4e0d\u8d70\u6377\u5f84\u7684\u5e95\u6c14"},"content":{"rendered":"

2025 \u5e74 1 \u6708\uff0c\u8c46\u5305\u5927\u6a21\u578b 1.5 \u5168\u9762\u4e0a\u7ebf\u706b\u5c71\u65b9\u821f\uff0c\u5176\u4e2d\u8c46\u5305\u901a\u7528\u6a21\u578b pro \u5728\u591a\u4e2a\u6743\u5a01\u6d4b\u8bc4\u96c6\u7efc\u5408\u5f97\u5206\u4f18\u4e8eGPT4o\u3001Claude 3.5 Sonnet \u7b49\u4e1a\u754c\u4e00\u6d41\u6a21\u578b\uff0c\u6a21\u578b\u6548\u679c\u8fbe\u5230\u5168\u7403\u9886\u5148\u6c34\u5e73\u3002<\/p>\n

\u901a\u7528\u6a21\u578b pro \u5b9e\u73b0\u4e86\u6027\u80fd\u4e0e\u63a8\u7406\u6210\u672c\u6781\u81f4\u5e73\u8861\uff0c\u91c7\u7528\u9ad8\u6548\u7684 MoE \u6a21\u578b\u7ed3\u6784\uff0c\u6027\u80fd\u6760\u6746\u63d0\u5347\u81f3 7 \u500d\uff0c\u66f4\u6709\u81ea\u7814\u7684\u9ad8\u6027\u80fd\u63a8\u7406\u7cfb\u7edf\uff0c\u53ef\u4ee5\u8fbe\u5230 10 \u6beb\u79d2\u7ea7\u4f4e\u5ef6\u8fdf\u3002\u5e76\u4e14\uff0c\u8c46\u5305\u5927\u6a21\u578b 1.5 \u5efa\u4e86\u9ad8\u5ea6\u81ea\u4e3b\u7684\u6570\u636e\u751f\u4ea7\u4f53\u7cfb\uff0c\u672a\u4f7f\u7528\u4efb\u4f55\u5176\u4ed6\u6a21\u578b\u751f\u6210\u7684\u6570\u636e\u3002<\/p>\n

\u9664\u6b64\u4e4b\u5916\uff0c\u8c46\u5305\u901a\u7528\u6a21\u578b pro\u3001\u8c46\u5305\u00b7\u89c6\u89c9\u7406\u89e3\u6a21\u578b\u5747\u6709\u5927\u5e45\u589e\u5f3a\uff0c\u5e76\u53d1\u5e03\u8c46\u5305\u00b7\u5b9e\u65f6\u8bed\u97f3\u6a21\u578b\u3002\u4f46\u8c46\u5305\u5927\u6a21\u578b 1.5 \u5168\u4ea7\u54c1\uff0c\u52a0\u91cf\u4e0d\u52a0\u4ef7\uff0c\u4ecd\u7ee7\u7eed\u4fdd\u6301\u539f\u6709\u6a21\u578b\u4ef7\u683c\u4e0d\u53d8\u3002<\/p>\n

\u672c\u6587\u5b9e\u6d4b\u4e86\u8c46\u5305\u5927\u6a21\u578b 1.5 \u4ea7\u54c1\u5bb6\u65cf\u540e\uff0c\u770b\u5230\u4e86\u5b57\u8282\u4e0d\u8d70\u6377\u5f84\u7684\u5e95\u6c14\u3002<\/p>\n

\u4e00\u3001\u7efc\u5408\u80fd\u529b\u4f18\u4e8e\u4e1a\u754c\u4e00\u6d41\u6a21\u578b<\/strong><\/span><\/p>\n

Doubao-1.5-pro \u6a21\u578b\u7efc\u5408\u80fd\u529b\u663e\u8457\u589e\u5f3a\uff0c\u5728\u77e5\u8bc6\uff08MMLU_PRO\u3001GPQA\uff09\u3001\u4ee3\u7801\uff08McEval\u3001FullStackBench\uff09\u3001\u63a8\u7406\uff08DROP\uff09\u3001\u4e2d\u6587\uff08CMMLU\u3001C-Eval\uff09\u6743\u5a01\u6d4b\u8bc4\u57fa\u51c6\u4e0a\u83b7\u5f97\u6700\u4f73\u6210\u7ee9\uff0c\u7efc\u5408\u5f97\u5206\u4f18\u4e8eGPT-4o\u3001Claude 3.5 Sonnet \u7b49\u4e1a\u754c\u4e00\u6d41\u6a21\u578b\u3002<\/p>\n

<\/a><\/p>\n

\u8bdd\u4e0d\u591a\u8bf4\uff0c\u5148\u901a\u8fc7\u548c\u5176\u4ed6\u884c\u4e1a\u5185\u9886\u5148\u5927\u6a21\u578b\u7684\u5bf9\u6bd4\u6765\u76f4\u89c2\u611f\u53d7\u4e00\u4e0b\u3002\u9488\u5bf9\u63a8\u7406\u80fd\u529b\uff0c\u8bbe\u7f6e\u4e00\u4e2a\u5927\u7ea6\u5728\u521d\u7ea7\u548c\u4e2d\u7ea7\u6c34\u5e73\u7684\u4ee3\u7801\u95ee\u9898\uff1a\u95ee\u9898\uff1a\u4f7f\u7528 Flask \u6846\u67b6\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684 Web API\uff0c\u5305\u542b\u4ee5\u4e0b\u4e24\u4e2a\u7aef\u70b9\uff1a<\/p>\n<\/p>\n

\/: \u8fd4\u56de\u4e00\u4e2a\u6b22\u8fce\u6d88\u606f\uff0c\u4f8b\u5982\u00a0{“message”: “Welcome to the API!”}\u3002\/add: \u63a5\u53d7\u4e24\u4e2a\u6574\u6570\u53c2\u6570\u00a0a\u00a0\u548c\u00a0b\uff08\u901a\u8fc7\u67e5\u8be2\u53c2\u6570\u4f20\u9012\uff09\uff0c\u8fd4\u56de\u5b83\u4eec\u7684\u548c\uff0c\u4f8b\u5982\u00a0{“sum”: 5}\u3002<\/p>\n<\/p>\n

\u8981\u6c42\uff1a<\/p>\n<\/p>\n

\u63d0\u4f9b\u53ef\u8fd0\u884c\u7684\u5b8c\u6574\u4ee3\u7801\u3002\u8bf4\u660e\u5982\u4f55\u5728\u672c\u5730\u8fd0\u884c\u6b64\u4ee3\u7801\u5e76\u8fdb\u884c\u6d4b\u8bd5\u3002<\/p>\n<\/p>\n

\u8fd9\u4e00\u6d4b\u8bd5\u9898\u6240\u4f20\u8fbe\u7684\u9700\u6c42\u660e\u786e\u6e05\u6670\u4e14\u805a\u7126\u4e8e\u6838\u5fc3\u529f\u80fd\uff0c\u4f46\u5e76\u672a\u8bf4\u660e\u5982\u4f55\u5904\u7406\u9519\u8bef\u903b\u8f91\u6216\u53c2\u6570\u7c7b\u578b\u3002\u5148\u6765\u770bGPT-4o \u5c06\u5982\u4f55\u5e94\u5bf9\uff1a<\/p>\n

\u53ef\u4ee5\u770b\u5230 GPT-4o \u7684\u7b54\u6848\u76f8\u5bf9\u4e2d\u89c4\u4e2d\u77e9\uff0c\u5e76\u9488\u5bf9\u95ee\u9898\u672c\u8eab\u5305\u542b\u7684\u6f0f\u6d1e\uff0c\u7ed9\u51fa\u4e86\u4e00\u4e2a\u9519\u8bef\u5904\u7406\u793a\u4f8b\u3002\u518d\u6765\u770b\u770b Doubao-1.5-pro \u7ed9\u51fa\u7684\u7b54\u6848\uff1a<\/p>\n

\u663e\u800c\u6613\u89c1\uff0c\u8c46\u5305\u5173\u4e8e\u4ee3\u7801\u95ee\u9898\u7684\u8f93\u51fa\u683c\u5f0f\u8bbe\u7f6e\uff0c\u4f1a\u66f4\u8d34\u8fd1\u539f\u751f\u7684\u7f16\u7801\u754c\u9762\u3002\u76f8\u8f83\u4e8e GPT-4o \uff0c\u80fd\u591f\u8fdb\u884c\u5fc5\u8981\u4e14\u8be6\u7ec6\u7684\u4ee3\u7801\u8bf4\u660e\uff0c\u5e76\u4e14\u5728\u8fd9\u4e00\u90e8\u5206\u5bf9\u53c2\u6570\u7c7b\u578b\u95ee\u9898\u5c31\u7ed9\u51fa\u4e86\u9884\u8bbe\u548c\u89e3\u7b54\uff0c\u5373\u5982\u679c\u53c2\u6570\u5e76\u4e0d\u6709\u6548\uff0c\u72b6\u6001\u4ee3\u7801\u5c31\u4e3a400\uff0c\u7136\u540e\u624d\u7ed9\u51fa\u4e86\u8fd0\u884c\u4ee3\u7801\u5e76\u8fdb\u884c\u6d4b\u8bd5\u7684\u65b9\u6cd5\u3002\u603b\u4f53\u800c\u8a00\uff0cDoubao-1.5-pro \u00a0\u76f8\u8f83\u4e8e GPT-4o \u8f93\u51fa\u7684\u4ee3\u7801\u4f1a\u66f4\u52a0\u7cbe\u7ec6\u4e00\u70b9\u3002<\/p>\n<\/p>\n

\u9488\u5bf9\u201c\u77e5\u8bc6\u80fd\u529b\u201d\u4e00\u9879\uff0c\u5c06 Doubao-1.5-pro \u548c\u540c\u4e3a\u4e3b\u6253\u4e2d\u6587\u8bed\u5883\u7684\u4e00\u4e2a\u56fd\u4ea7\u6a21\u578b\u8fdb\u884c\u5bf9\u6bd4\uff0c\u63d0\u51fa\u7684\u95ee\u9898\u662f\uff1a\u5510\u4ee3\u6709\u54ea\u4e9b\u53e4\u8bd7\u4e2d\u5305\u542b\u201c\u8fc7\u5e74\u201d\u8fd9\u4ef6\u4e8b\uff1f\u56fd\u5185\u67d0\u5927\u6a21\u578b\u4ea7\u54c1\u7ed9\u51fa\u7684\u7b54\u6848\u662f\uff1a<\/p>\n<\/p>\n

\u7ed9\u51fa\u7684\u7b54\u6848\u6570\u91cf\u6709\u5341\u4e2a\u4e4b\u591a\uff0c\u4f46\u6bcf\u4e2a\u7b54\u6848\u7684\u9897\u7c92\u5ea6\u4e0d\u591f\uff0c\u4ec5\u5305\u62ec\u4f5c\u8005\u548c50\u5b57\u5de6\u53f3\u7684\u5927\u6982\u4ecb\u7ecd\uff0c\u4e8e\u7528\u6237\u800c\u8a00\u53ef\u80fd\u65e0\u6cd5\u5bf9\u63d0\u51fa\u7684\u95ee\u9898\u6709\u6df1\u5165\u7684\u4e86\u89e3\u3002<\/p>\n

Doubao-1.5-pro \u00a0\u5219\u76f8\u5bf9\u5b8c\u7f8e\u5730\u89c4\u907f\u6389\u4e86\u8fd9\u4e00\u95ee\u9898\u3002\u5148\u5728\u903b\u8f91\u4e0a\u8fdb\u884c\u4e86\u6e05\u6670\u7684\u5212\u5206\uff0c\u7ed9\u51fa\u4e86\u4f53\u73b0\u8fc7\u5e74\u6c1b\u56f4\u4e0e\u4e60\u4fd7\u4e0e\u6292\u53d1\u8fc7\u5e74\u65f6\u60c5\u611f\u601d\u7eea\u7684\u4e24\u4e2a\u5927\u65b9\u5411\uff0c\u5e76\u4e14\u9488\u5bf9\u6240\u7ed9\u51fa\u7684\u6bcf\u4e00\u4e2a\u7b54\u6848\u7684\u9897\u7c92\u5ea6\u4e5f\u76f8\u5bf9\u7ec6\u4e9b\uff0c\u5305\u62ec\u4e86\u539f\u6587\u548c\u89e3\u6790\uff0c\u5185\u5bb9\u660e\u663e\u66f4\u4e30\u5bcc\u3002<\/p>\n

<\/a><\/p>\n

\u9488\u5bf9\u590d\u6742\u95ee\u9898\u7684\u63a8\u7406\u80fd\u529b\uff0cDoubao-1.5-pro \u00a0\u5728\u73b0\u5b9e\u7684\u4e2d\u6587\u8bed\u5883\u4e2d\u5c55\u73b0\u51fa\u4e86\u660e\u663e\u7684\u4f18\u52bf\uff0c\u6240\u63d0\u51fa\u7684\u95ee\u9898\u662f\uff1a2025\u5e74\u4e0a\u534a\u5e74\uff0c\u6211\u67093\u4e07\u5143\u60f3\u8fdb\u884c\u7406\u8d22\uff0c\u662f\u9009\u62e9\u4e2d\u56fd\u5efa\u8bbe\u94f6\u884c\u8fd8\u662f\u9009\u62e9\u4e2d\u56fd\u5de5\u5546\u94f6\u884c?\u6536\u76ca\u5404\u662f\u591a\u5c11?\u00a0Gemini\u00a0\u00a01.5 Flash \u7ed9\u51fa\u7684\u56de\u7b54\u5982\u4e0b\uff1a<\/p>\n

<\/a><\/p>\n

\u4e5f\u8bb8\u662f\u7531\u4e8e\u6570\u636e\u5e93\u7684\u95ee\u9898\uff0cGemini \u63a8\u7406\u51fa\u7684\u7ed3\u679c\u4f1a\u76f8\u5bf9\u7a7a\u6cdb\uff0c\u5e76\u6ca1\u6709\u7ed9\u51fa\u5b9e\u8d28\u6027\u7684\u5efa\u8bae\uff0c\u4e5f\u6ca1\u6709\u7ed9\u51fa\u9898\u76ee\u4e2d\u8981\u6c42\u7684\u5927\u81f4\u6536\u76ca\u3002\u800c Doubao-1.5-pro \u00a0\u7684\u56de\u7b54\u5219\u5177\u6709\u9488\u5bf9\u6027\uff0c\u5e76\u80fd\u591f\u6761\u7406\u6e05\u6670\u3001\u5206\u95e8\u522b\u7c7b\u7684\u7ed9\u51fa\u9488\u5bf9\u6d3b\u671f\u7c7b\u3001\u5b9a\u671f\u7c7b\u3001\u7279\u8272\u7406\u8d22\u4ea7\u54c1\u7684\u7684\u4e0d\u540c\u6536\u76ca\uff0c\u80fd\u591f\u6ee1\u8db3\u95ee\u9898\u63d0\u51fa\u8005\u5bf9\u8fd9\u4e00\u95ee\u9898\u7684\u57fa\u672c\u9700\u6c42\u3002<\/p>\n

<\/a><\/p>\n

\u4e2d\u6587\u80fd\u529b\u65b9\u9762\uff0c\u8bbe\u7f6e\u7684\u95ee\u9898\u662f\uff1a\u8bf7\u4ee5\u7231\u60c5\u548c\u8f7b\u821f\u5df2\u8fc7\u4e07\u91cd\u5c71\u4e3a\u4e3b\u9898\uff0c\u5199\u4e00\u9996\u4e03\u8a00\u5f8b\u8bd7\u3002Doubao-1.5-pro \u7684\u9063\u8bcd\u9020\u53e5\u660e\u663e\u4f18\u4e8e GPT-4o \u7b49\u5176\u4ed6\u7684\u6a21\u578b\uff0c\u5e76\u80fd\u591f\u66f4\u8fdb\u4e00\u6b65\u7ed9\u51fa\u9996\u8054\u3001\u9894\u8054\u3001\u9888\u8054\u3001\u5c3e\u8054\u89e3\u6790\u3002<\/p>\n

<\/a><\/p>\n

\u800c GPT-4o \u7684\u4e2d\u6587\u80fd\u529b\u5219\u7a0d\u900a\u4e00\u8282\uff0c\u56de\u7b54\u5f97\u76f8\u5bf9\u7b80\u5355\uff0c\u8bcd\u85fb\u4e5f\u8f83\u4e3a\u6734\u7d20\u3002<\/p>\n

<\/a><\/p>\n

\u9664\u4e86 Doubao-1.5-pro \u00a0\uff0c\u672c\u6b21\u4e5f\u53d1\u5e03\u4e86\u66f4\u52a0\u8f7b\u91cf\u5316\u7684 Doubao-1.5-lite \u3002Doubao-1.5-lite \u5177\u5907\u6781\u81f4\u7684\u54cd\u5e94\u901f\u5ea6\uff0c\u9002\u7528\u4e8e\u5bf9\u65f6\u5ef6\u6709\u66f4\u9ad8\u8981\u6c42\u7684\u573a\u666f\uff0c\u6a21\u578b\u914d\u5408\u7cbe\u8c03\u4f7f\u7528\u53ef\u4ee5\u83b7\u5f97\u66f4\u4f18\u8d28\u7684\u6548\u679c\uff0c\u5e76\u4e14\u5728\u8f7b\u91cf\u7248\u8bed\u8a00\u6a21\u578b\u4e2d\u5904\u4e8e\u9886\u5148\u6c34\u5e73\uff0c\u5728\u7efc\u5408\uff08MMLU_pro\uff09\u3001\u63a8\u7406\uff08BBH\uff09\u3001\u6570\u5b66\uff08MATH\uff09\u3001\u4e13\u4e1a\u77e5\u8bc6\uff08GPQA\uff09\u6743\u5a01\u6d4b\u8bc4\u6307\u6807\u6301\u5e73\u6216\u8d85\u8d8aGPT-4omini\uff0cCluade 3.5 Haiku\u3002\u5148\u6765\u611f\u53d7\u4e00\u4e0b\u6781\u81f4\u7684\u63a8\u7406\u548c\u54cd\u5e94\u901f\u5ea6\uff0c\u63d0\u95ee\u4e00\u4e2a\u4e2d\u7b49\u96be\u5ea6\u7684\u63a8\u7406\u95ee\u9898\uff1a\u6709\u4e09\u4e2a\u4eba\u5206\u522b\u7a7f\u7740\u7ea2\u3001\u84dd\u3001\u7eff\u4e09\u79cd\u989c\u8272\u7684\u8863\u670d\uff0c\u4ed6\u4eec\u5206\u522b\u6765\u81ea A\u3001B\u3001C \u4e09\u4e2a\u57ce\u5e02\u3002\u5df2\u77e5\uff1a\u7a7f\u7ea2\u8863\u670d\u7684\u4eba\u4e0d\u662f\u6765\u81ea A \u57ce\u5e02\uff1b\u7a7f\u84dd\u8863\u670d\u7684\u4eba\u6765\u81ea C \u57ce\u5e02\uff1b\u6765\u81ea A \u57ce\u5e02\u7684\u4eba\u6ca1\u6709\u7a7f\u7eff\u8863\u670d\u3002\u8bf7\u95ee\uff0c\u8fd9\u4e09\u4e2a\u4eba\u5206\u522b\u6765\u81ea\u54ea\u4e2a\u57ce\u5e02\uff0c\u7a7f\u7740\u4ec0\u4e48\u989c\u8272\u7684\u8863\u670d\uff1f<\/p>\n

<\/a><\/p>\n

\u5728\u4e0d\u7701\u7565\u5df2\u77e5\u6761\u4ef6\u3001\u63a8\u7406\u8fc7\u7a0b\u7684\u60c5\u51b5\u4e0b\uff0c Doubao-1.5-lite \u8f93\u51fa\u7b54\u6848\u4ec5\u7528\u4e86 1.55 \u79d2\uff0c\u8fd9\u4e2a\u63a8\u7406\u65f6\u95f4\u786e\u5b9e\u6781\u81f4\u3002\u518d\u63d0\u51fa\u4e00\u4e2a\u66f4\u590d\u6742\u7684\u4e13\u4e1a\u95ee\u9898\uff1a\u8bf7\u7b80\u8ff0\u80a1\u7968\u4f30\u503c\u7684\u4e09\u79cd\u4e3b\u8981\u65b9\u6cd5(\u5e02\u76c8\u7387\u6cd5\u3001\u73b0\u91d1\u6d41\u6298\u73b0\u6cd5\u3001\u51c0\u8d44\u4ea7\u6cd5)\uff0c\u5e76\u5206\u6790\u5728\u4e0d\u540c\u5e02\u573a\u73af\u5883\u4e0b\uff0c\u54ea\u79cd\u65b9\u6cd5\u66f4\u9002\u7528\uff1f<\/p>\n

<\/a><\/p>\n

\u8fd9\u662f\u4e00\u9053\u91d1\u878d\u884c\u4e1a\u7684\u4e13\u4e1a\u77e5\u8bc6\u9898\u76ee\u3002Doubao-1.5-lite \u7684\u56de\u7b54\u5185\u5bb9\u8be6\u5b9e\uff0c\u80fd\u591f cover \u4f4f\u5782\u76f4\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u5e76\u4e14\u5728\u9762\u5bf9\u5e9e\u6742\u7684\u3001\u4f53\u91cf\u5927\u7684\u95ee\u9898\u65f6\uff0c\u603b\u8f93\u51fa\u65f6\u957f\u53ea\u6709 6.77 \u79d2\uff0c\u540c\u6837\u5728\u4e00\u4e2a\u4f4e\u65f6\u5ef6\u7684\u6c34\u5e73\u8303\u56f4\u5185\u3002<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0cDoubao-1.5-lite \u6a21\u578b\u6548\u679c\u6bd4\u80a9\u53bb\u5e74 9 \u6708\u4efd\u53d1\u5e03\u7684\u4e3b\u529b\u6a21\u578b Doubao-pro-32k-0828\uff0c\u8fd9\u610f\u5473\u7740\u7528\u6237\u53ef\u4ee5\u7528 lite \u6a21\u578b\u7684\u6210\u672c\uff0c\u83b7\u5f97\u8fc7\u53bb pro \u6a21\u578b\u7684\u6548\u679c\u3002<\/p>\n

\u65e0\u8bba\u662f Doubao-1.5-pro \u8fd8\u662f Doubao-1.5-lite\uff0c\u90fd\u662f\u5b57\u8282\u5728\u8ffd\u6c42\u6a21\u578b\u6027\u80fd\u4e0e\u63a8\u7406\u6027\u80fd\u7684\u6781\u81f4\u5e73\u8861\uff0c\u4e5f\u662f\u5b57\u8282\u4e00\u8def\u79ef\u7d2f\u4e0b\u6765\u7684\u57fa\u672c\u529f\u7684\u4f53\u73b0\u3002<\/p>\n

\u4ece\u8bad\u7ec3\u548c\u63a8\u7406\u6548\u7387\u7684\u89d2\u5ea6\u51fa\u53d1\uff0cDoubao-1.5-pro \u4f7f\u7528\u7a00\u758f MoE \u67b6\u6784\u3002\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\uff0c\u4ec5\u7528\u8f83\u5c0f\u53c2\u6570\u6fc0\u6d3b\u7684 MoE \u6a21\u578b\uff0c\u6027\u80fd\u5373\u53ef\u8d85\u8fc7 Llama3.1-405B \u7b49\u8d85\u5927\u7a20\u5bc6\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u8c46\u5305\u56e2\u961f\u901a\u8fc7\u5bf9\u7a00\u758f\u5ea6 Scaling Law \u7684\u7814\u7a76\uff0c\u786e\u5b9a\u4e86\u6027\u80fd\u548c\u6548\u7387\u6bd4\u8f83\u5e73\u8861\u7684\u7a00\u758f\u6bd4\u4f8b\uff0c\u5e76\u6839\u636e MoE Scaling Law \u786e\u5b9a\u4e86\u5c0f\u53c2\u6570\u91cf\u6fc0\u6d3b\u7684\u6a21\u578b\u5373\u53ef\u8fbe\u5230\u4e16\u754c\u4e00\u6d41\u6a21\u578b\u7684\u6027\u80fd\uff0c\u7b49\u6548 7 \u500d\u6fc0\u6d3b\u53c2\u6570\u7684Dense\u6a21\u578b\u6027\u80fd\uff0c\u8fdc\u8d85\u4e1a\u5185 MoE \u67b6\u6784\u7ea6 3 \u500d\u6760\u6746\u7684\u5e38\u89c4\u6548\u7387\u3002<\/p>\n

<\/a><\/p>\n

\u57fa\u4e8e MoE \u6a21\u578b\uff0c\u8c46\u5305\u642d\u5efa\u4e86\u9ad8\u6027\u80fd\u63a8\u7406\u7cfb\u7edf\uff0c\u5728 Prefill\/Decode \u4e0e Attention\/FFN \u6784\u6210\u7684\u56db\u4e2a\u8ba1\u7b97\u8c61\u9650\u4e2d\uff0c\u8868\u73b0\u51fa\u663e\u8457\u4e0d\u540c\u7684\u8ba1\u7b97\u4e0e\u8bbf\u5b58\u7279\u5f81\u3002\u9488\u5bf9\u56db\u4e2a\u4e0d\u540c\u8c61\u9650\uff0c\u91c7\u7528\u5f02\u6784\u786c\u4ef6\u7ed3\u5408\u4e0d\u540c\u7684\u4f4e\u7cbe\u5ea6\u4f18\u5316\u7b56\u7565\uff0c\u5728\u786e\u4fdd\u4f4e\u5ef6\u8fdf\u7684\u540c\u65f6\u5927\u5e45\u63d0\u5347\u541e\u5410\u91cf\uff0c\u5728\u964d\u4f4e\u603b\u6210\u672c\u7684\u540c\u65f6\u517c\u987e TTFT \u548c TPOT \u7684\u6700\u4f18\u5316\u76ee\u6807\u3002<\/p>\n

\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5728 PostTraining \u9636\u6bb5\uff0c\u8c46\u5305\u56e2\u961f\u6784\u5efa\u4e86\u4e00\u5957\u5b8c\u5168\u81ea\u4e3b\u7684\u6570\u636e\u751f\u4ea7\u4f53\u7cfb\uff0c\u5c06\u6807\u6ce8\u56e2\u961f\u4e0e\u6a21\u578b self play \u6280\u672f\u76f8\u7ed3\u5408\uff0c\u63d0\u5347\u6570\u636e\u6807\u6ce8\u591a\u6837\u6027\u548c\u96be\u5ea6\uff0c\u786e\u4fdd\u6570\u636e\u6765\u6e90\u7684\u72ec\u7acb\u6027\u548c\u53ef\u9760\u6027\u3002\u5728\u8c46\u5305\u5927\u6a21\u578b1.5\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u672a\u4f7f\u7528\u4efb\u4f55\u5176\u4ed6\u6a21\u578b\u751f\u6210\u7684\u6570\u636e\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5b57\u8282\u5728\u8e29\u8e0f\u5b9e\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u57fa\u672c\u529f\u3001\u52a0\u5927\u57fa\u7840\u5de5\u7a0b\u6295\u5165\u3001\u653e\u5f03\u77ed\u671f\u83b7\u5229\uff0c\u8fd9\u5df2\u7ecf\u533a\u522b\u4e8e\u4e16\u754c\u8303\u56f4\u5185\u7edd\u5927\u591a\u6570\u4e0d\u80af\u4e0b\u201c\u7b28\u529f\u592b\u201d\u7684\u5927\u6a21\u578b\u516c\u53f8\u3002<\/p>\n

\u4e8c\u3001\u89c6\u89c9\u63a8\u7406\u3001\u6307\u4ee4\u9075\u5faa\u8fbe\u65b0\u9ad8<\/strong><\/span><\/p>\n

\u672c\u6b21\u53d1\u5e03\u4e2d\uff0c\u8c46\u5305\u7684\u89c6\u89c9\u7406\u89e3\u80fd\u529b\u4ee4\u4eba\u60ca\u8273\uff0c\u5177\u5907\u5e02\u9762\u4e0a\u7edd\u5927\u591a\u6570 To C \u7684 AI Chatbot \u5e76\u4e0d\u5177\u5907\u7cbe\u51c6\u7684\u56fe\u50cf\u7406\u89e3\u3001\u8bc6\u522b\u3001\u95ee\u7b54\u80fd\u529b\u3002Doubao-1.5-vision-pro \u5728\u591a\u6a21\u6001\u6570\u636e\u5408\u6210\u3001\u52a8\u6001\u5206\u8fa8\u7387\u3001\u591a\u6a21\u6001\u5bf9\u9f50\u3001\u6df7\u5408\u8bad\u7ec3\u4e0a\u8fdb\u884c\u4e86\u5168\u9762\u7684\u6280\u672f\u5347\u7ea7\uff0c\u8fdb\u4e00\u6b65\u589e\u5f3a\u4e86\u6a21\u578b\u5728\u89c6\u89c9\u63a8\u7406\u3001\u6587\u5b57\u6587\u6863\u8bc6\u522b\u3001\u7ec6\u7c92\u5ea6\u4fe1\u606f\u7406\u89e3\u3001\u6307\u4ee4\u9075\u5faa\u65b9\u9762\u7684\u80fd\u529b\uff0c\u4e5f\u62e5\u6709\u4e86\u66f4\u7ec6\u817b\u7684\u89c6\u89c9\u63cf\u8ff0\u80fd\u529b\u3002Doubao-1.5-vision-pro \u7684\u89c6\u89c9\u80fd\u529b\u5728\u591a\u4e2a\u6743\u5a01\u6d4b\u8bc4\u57fa\u51c6\u4e0a\u53d6\u5f97\u4e86\u5168\u7403\u9886\u5148\u8868\u73b0\uff1a<\/p>\n

<\/a><\/p>\n

\u57fa\u4e8e\u539f\u751f\u52a8\u6001\u5206\u8fa8\u7387\u7684\u67b6\u6784\u8bbe\u8ba1\uff0cDoubao-1.5-vision-pro \u80fd\u591f\u652f\u6301\u4efb\u610f\u5206\u8fa8\u7387\u548c\u6781\u7aef\u957f\u5bbd\u6bd4\u56fe\u50cf\u8bc6\u522b\u3002\u56e0\u6b64\uff0c\u65e0\u8bba\u662f\u9ad8\u6e05\u5927\u56fe\u8fd8\u662f\u4f4e\u5206\u8fa8\u7387\u7684\u5c0f\u56fe\uff0c\u4ea6\u6216\u662f\u6781\u7aef\u957f\u5bbd\u6bd4\u4f8b\u7684\u56fe\u50cf\uff0c\u6a21\u578b\u90fd\u80fd\u5b9e\u73b0\u7cbe\u51c6\u7684\u7279\u5f81\u63d0\u53d6\u548c\u9ad8\u6548\u7684\u8ba1\u7b97\u6027\u80fd\u3002\u5148\u6765\u770b\u4e00\u4e0b\u9488\u5bf9\u590d\u6742\u56fe\u8868\u7684\u7406\u89e3\u80fd\u529b\u3002\u7ed9\u51fa\u5982\u4e0b\u56fe\u8868\uff0c\u5e76\u5411 Doubao-1.5-vision-pro \u63d0\u95ee\uff1a\u8be5\u56fe\u8868\u53cd\u6620\u4e86\u4ec0\u4e48\u5185\u5bb9\uff1f<\/p>\n

<\/a><\/p>\n

\u4ece\u4e0a\u8ff0\u7684\u56de\u7b54\u4e2d\u53ef\u4ee5\u89c1\u5f97\uff0c Doubao-1.5-vision-pro \u5bf9\u56fe\u8868\u5185\u6570\u636e\u5185\u5bb9\u7684\u89e3\u8bfb\u662f\u51c6\u786e\u65e0\u8bef\u7684\uff0c\u5e76\u80fd\u9488\u5bf9\u67d0\u4e9b\u6570\u503c\u7ed9\u51fa\u57fa\u672c\u7684\u5173\u4e8e\u8d8b\u52bf\u3001\u663e\u8457\u6027\u7684\u7ed3\u8bba\u3002<\/p>\n

\u9488\u5bf9\u4f4e\u6e05\u6670\u5ea6\u95ee\u9898\uff0c\u7ed9\u51fa\u5982\u4e0b\u4e00\u5f20\u6e05\u6670\u5ea6\u4f4e\u3001\u5206\u8fa8\u7387\u4f4e\u7684\u754c\u9762\uff0c\u8fdb\u800c\u8003\u5bdf\u6a21\u578b\u5bf9\u5176\u4e2d\u5185\u5bb9\u8bc6\u522b\u548c\u7406\u89e3\u7684\u51c6\u786e\u7a0b\u5ea6\u3002<\/p>\n

<\/a><\/p>\n

<\/a><\/p>\n

\u4ece\u4e0a\u8ff0\u7684\u56de\u7b54\u4e2d\u53ef\u77e5\uff0cDoubao-1.5-vision-pro \u540c\u6837\u80fd\u591f\u51c6\u786e\u8bc6\u522b\u6a21\u7cca\u5185\u5bb9\uff0c\u5e76\u505a\u51fa\u57fa\u7840\u7684\u63a8\u7406\u5224\u65ad\uff1a\u7528\u6237\u6b63\u5728\u4e3a\u89c6\u9891\u5e94\u7528\u521b\u610f\u5916\u89c2\u9884\u8bbe\u5e76\u8fdb\u884c\u8272\u5f69\u8c03\u6574\u3002\u518d\u4e0a\u4e00\u4e2a\u96be\u5ea6\uff0c\u9488\u5bf9\u5b57\u8ff9\u6f66\u8349\u7684\u624b\u5199\u56fe\u7247\uff0cDoubao-1.5-vision-pro \u80fd\u5426\u51c6\u786e\u8bc6\u522b\uff1f<\/p>\n

<\/a><\/p>\n

\u4e0d\u5f97\u4e0d\u8bf4\uff0c\u8fd9\u4e2a\u56fe\u7247\u5982\u679c\u4e0d\u4ed4\u7ec6\u770b\u7684\u8bdd\uff0c\u4eba\u773c\u90fd\u4e0d\u4e00\u5b9a\u80fd\u770b\u6e05\uff0c\u800c\u8c46\u5305\u5219\u80fd\u63d0\u53d6\u9053\u5176\u4e2d 95% \u7684\u5173\u952e\u8bcd\u548c\u4e3b\u9898\uff0c\u4e14\u8bc6\u522b\u51fa\u4e86\u90e8\u5206\u5173\u952e\u8bcd\u7528\u84dd\u8272\u7b14\u6807\u6ce8\u6765\u7a81\u51fa\u91cd\u70b9\u5185\u5bb9\uff0c\u5e76\u8fdb\u4e00\u6b65\u603b\u7ed3\u8be5\u7b14\u8bb0\u805a\u7126\u4e8e\u5a92\u4f53\u7814\u7a76\u9886\u57df\u3002\u9664\u4e86\u7cbe\u51c6\u7684\u8bc6\u522b\u80fd\u529b\uff0cDoubao-1.5-vision-pro \u4e5f\u5177\u5907\u5f3a\u5927\u7684\u591a\u7c7b\u578b\u56fe\u7247\u5185\u5bb9\u63d0\u53d6\u80fd\u529b\u3002<\/p>\n

<\/a><\/p>\n

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