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\"\u6d88\u8d39\u7ea7\u663e\u5361\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u8dd1\uff01\u9762\u58c1\u667a\u80fdMiniCPM-o<\/div><\/figure>\n
\"\u6d88\u8d39\u7ea7\u663e\u5361\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u8dd1\uff01\u9762\u58c1\u667a\u80fdMiniCPM-o<\/div><\/figure>\n
\"\u6d88\u8d39\u7ea7\u663e\u5361\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u8dd1\uff01\u9762\u58c1\u667a\u80fdMiniCPM-o<\/div><\/figure>\n

\u9762\u58c1\u667a\u80fd \u6295\u7a3f<\/p>\n

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Omni-Flow \u6d41\u5f0f\u5168\u6a21\u6001\u6846\u67b6\u3002<\/p>\n

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MiniCPM-o 4.5\u662f\u9762\u58c1\u667a\u80fd\u4eca\u5e742\u6708\u53d1\u5e03\u7684\u5168\u53cc\u5de5\u5168\u6a21\u6001\u6a21\u578b\uff0c\u4e5f\u662f\u4e1a\u754c\u9996\u4e2a\u7aef\u5230\u7aef\u5168\u53cc\u5de5\u5168\u6a21\u6001\u5927\u6a21\u578b\u3002<\/p>\n

\u8be5\u6a21\u578b\u53c2\u6570\u89c4\u6a21\u7ea69B\uff0c\u652f\u6301\u89c6\u9891\u3001\u97f3\u9891\u3001\u6587\u672c\u6d41\u8f93\u5165\u53ca\u6587\u672c\u4e0e\u8bed\u97f3\u7684\u8fde\u7eed\u8f93\u51fa\u3002<\/p>\n

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\u6a21\u578b\u53d1\u5e03\u81f3\u4eca\uff0c\u62b1\u62b1\u8138\u4e0b\u8f7d\u91cf\u5df2\u7a81\u783425\u4e07+\u3002<\/p>\n

\u6280\u672f\u62a5\u544a\u53d1\u5e03\u4e4b\u5916\uff0cMiniCPM-o 4.5\u8fd8\u540c\u6b65\u63a8\u51fa\u5728\u7ebf\u4f53\u9a8cDemo\u3001\u5168\u6a21\u6001\u5168\u53cc\u5de5API\u3001\u7aef\u4fa7\u5b89\u88c5\u5305Comni\u548cDemo\u4ed3\u5e93\u3002<\/p>\n

MiniCPM-o 4.5\u6781\u81f4\u6d41\u7545\u7684\u5168\u53cc\u5de5\u4ea4\u4e92\u4f53\u9a8c\uff0c\u6838\u5fc3\u4f9d\u6258\u4e8e\u9762\u58c1\u667a\u80fd\u4e0e\u6e05\u534e\u5927\u5b66\u8054\u5408\u7814\u53d1\u7684Omni-Flow\u6d41\u5f0f\u5168\u6a21\u6001\u6846\u67b6\u3002<\/p>\n

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\u8be5\u6846\u67b6\u6253\u7834\u4f20\u7edf\u6a21\u578b\u5b64\u7acb\u7684\u56de\u5408\u5f0f\u4ea4\u4e92\u903b\u8f91\uff0c\u642d\u5efa\u8d77\u6beb\u79d2\u7ea7\u7edf\u4e00\u65f6\u95f4\u8f74\u3002<\/p>\n

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\u6a21\u578b\u4ee5\u6bcf\u79d2\u4e00\u6b21\u7684\u9ad8\u9891\u6b21\u6301\u7eed\u5237\u65b0\u73af\u5883\u8ba4\u77e5\uff0c\u5b9e\u65f6\u66f4\u65b0\u5bf9\u573a\u666f\u548c\u7528\u6237\u610f\u56fe\u7684\u7406\u89e3\uff0c\u5168\u7a0b\u65e0\u9700\u4f9d\u8d56\u5916\u90e8VAD\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\u5de5\u5177\uff0c\u539f\u751f\u652f\u6301\u6301\u7eed\u611f\u77e5\u3001\u5373\u65f6\u54cd\u5e94\u3001\u81ea\u7531\u6253\u65ad\u3002<\/p>\n

\u5728\u6a21\u578b\u67b6\u6784\u4e0a\uff0cMiniCPM-o 4.5\u91c7\u7528\u8f7b\u91cf\u5316\u7aef\u5230\u7aef\u5168\u6a21\u6001\u8bbe\u8ba1\uff0c\u6574\u4f53\u4ec59B\u53c2\u6570\uff0c\u7531\u56db\u5927\u6838\u5fc3\u6a21\u5757\u9ad8\u6548\u534f\u540c\u6784\u6210\uff1a<\/p>\n

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\u540c\u65f6\u642d\u914d\u81ea\u7814TAIL\u65f6\u95f4\u5bf9\u9f50\u4ea4\u9519\u8bed\u97f3\u751f\u6210\u65b9\u6848\uff0c\u7cbe\u51c6\u5339\u914d\u6587\u672c\u4e0e\u8bed\u97f3\u8f93\u51fa\u8282\u594f\u3002<\/p>\n

\u5728\u4fdd\u8bc1\u8bed\u97f3\u6d41\u7545\u81ea\u7136\u3001\u60c5\u611f\u9971\u6ee1\u7684\u524d\u63d0\u4e0b\uff0c\u6700\u5927\u9650\u5ea6\u964d\u4f4e\u4ea4\u4e92\u5ef6\u8fdf\uff0c\u5f7b\u5e95\u89e3\u51b3\u6d41\u5f0f\u5bf9\u8bdd\u5361\u987f\u3001\u6ede\u540e\u3001\u8854\u63a5\u751f\u786c\u7684\u884c\u4e1a\u96be\u9898\u3002<\/p>\n

\u53c2\u6570\u4e0d\u5927\uff0c\u4f46\u5b9e\u529b\u4e0d\u5bb9\u5c0f\u89d1\u3002<\/p>\n

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\u5728\u89c6\u89c9\u80fd\u529b\u4e0a\uff0c\u6a21\u578bOpenCompass\u7efc\u5408\u5f97\u520677.6\u3001MMBench\u82f1\u6587\u5f97\u520687.6\uff0c\u6574\u4f53\u8868\u73b0\u5bf9\u6807Gemini 2.5 Flash\uff0c\u56fe\u50cf\u7406\u89e3\u3001\u6570\u5b66\u63a8\u7406\u3001\u6587\u6863\u89e3\u6790\u80fd\u529b\u8868\u73b0\u4f18\u5f02\u3002<\/p>\n

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Daily-Omni\u3001Video-Holmes\u7b49\u591a\u9879\u8bc4\u6d4b\u6570\u636e\u663e\u793a\uff0cMiniCPM-o 4.5\u4f18\u4e8eGemini 2.5 Flash\u7b49\u5927\u6a21\u578b\u7684\u8868\u73b0\uff1b\u5728LiveSports-3K-CC\u5168\u53cc\u5de5\u89c6\u9891\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u80dc\u7387\u8fbe\u523054.4%\uff0c\u9886\u5148\u5404\u7c7b\u4e13\u7528\u6d41\u5f0f\u89c6\u9891\u6a21\u578b\u3002<\/p>\n

\u540c\u65f6\u6a21\u578b\u63a8\u7406\u6548\u7387\u4f18\u52bf\u663e\u8457\u3002<\/p>\n

INT4\u91cf\u5316\u7248\u672c\u663e\u5b58\u5360\u7528\u5927\u5e45\u964d\u4f4e\uff0c\u4ec5\u970012GB\u663e\u5b58\u5373\u53ef\u8fd0\u884c\uff0c\u89e3\u7801\u901f\u5ea6\u53ef\u8fbe212 tokens\/s\uff0c\u76f8\u8f83\u540c\u7c7b\u6a21\u578b\u63d0\u901f40%\u4ee5\u4e0a\uff0c\u54cd\u5e94\u5ef6\u8fdf\u66f4\u4f4e\uff0c\u6027\u4ef7\u6bd4\u4e0e\u843d\u5730\u4f18\u52bf\u62c9\u6ee1\u3002<\/p>\n

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MiniCPM-o 4.5\u5168\u9762\u652f\u6301\u4e2d\u82f1\u53cc\u8bed\u5b9e\u65f6\u8bed\u97f3\u5bf9\u8bdd\uff0c\u8bed\u97f3\u751f\u6210\u8d28\u91cf\u884c\u4e1a\u9886\u5148\uff0c\u4e2d\u6587CER\u3001\u82f1\u6587WER\u9519\u8bef\u7387\u4f4e\u4e8eCosyVoice2\u7b49\u4e3b\u6d41\u6a21\u578b\uff0c\u60c5\u611f\u8868\u73b0\u529b\u66f4\u5f3a\u3002<\/p>\n

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\u5ef6\u7eedMiniCPM-V\u7cfb\u5217\u4f18\u52bf\uff0c\u62e5\u6709\u524d\u6cbf\u7684OCR\u6587\u6863\u89e3\u6790\u80fd\u529b\uff0c\u652f\u6301\u9ad8\u6e05\u56fe\u50cf\u3001\u9ad8\u5e27\u7387\u89c6\u9891\u5904\u7406\uff0c\u591a\u8bed\u8a00\u89e3\u6790\u80fd\u529b\u8986\u76d630\u4f59\u79cd\u8bed\u8a00\u3002<\/p>\n

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\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u76f4\u63a5\u4e0a\u624b\u4f53\u9a8c\uff5e<\/p>\n

\u671f\u5f85\u5927\u5bb6\u5728\u8bc4\u8bba\u533a\u53cd\u9988\u3002<\/p>\n

\u6280\u672f\u62a5\u544aPDF\uff1a<\/p>\n

https:\/\/github.com\/OpenBMB\/MiniCPM-o\/blob\/main\/docs\/MiniCPM_o_45_technical_report.pdf<\/p>\n

\u5728\u7ebf\u4f53\u9a8c\uff1a<\/p>\n

https:\/\/minicpmo45.modelbest.cn\/<\/p>\n

\u5728\u7ebf\u4f53\u9a8c\uff08\u624b\u673a\u7aef\u63a8\u8350\uff09\uff1a<\/p>\n

https:\/\/minicpmo45.modelbest.cn\/mobile\/<\/p>\n

GitHub Demo\uff08\u542b\u672c\u5730\u5b89\u88c5\u5305\uff09\uff1a<\/p>\n

https:\/\/github.com\/OpenBMB\/MiniCPM-o-Demo<\/p>\n

\u62b1\u62b1\u8138\uff1a<\/p>\n

https:\/\/huggingface.co\/openbmb\/MiniCPM-o-4_5<\/p>\n

\u9b54\u642d\uff1a<\/p>\n

https:\/\/www.modelscope.cn\/models\/OpenBMB\/MiniCPM-o-4_5<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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\u9762\u58c1\u667a\u80fd \u6295\u7a3f<\/p>\n

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Omni-Flow \u6d41\u5f0f\u5168\u6a21\u6001\u6846\u67b6\u3002<\/p>\n

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