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12\u670816\u65e5\uff0c\u65e0\u95ee\u82af\u7a79\u5ba3\u5e03\u6b63\u5f0f\u5f00\u6e90\u5176\u201c<\/strong>\u7aef\u6a21\u578b<\/strong>+<\/strong>\u7aef\u8f6f\u4ef6<\/strong>+<\/strong>\u7aef<\/strong>IP\u201d<\/strong>\u7aef\u4e0a\u667a\u80fd\u4e00\u4f53\u5316\u89e3\u51b3\u65b9\u6848<\/strong>\u4e2d\u7684\u5c0f\u6a21\u578b\u2014\u2014\u5168\u7403\u9996\u4e2a\u7aef\u4fa7\u5168\u6a21\u6001\u7406\u89e3\u5f00\u6e90\u6a21\u578bMegrez-3B-Omni\uff0c\u5e76\u540c\u6b65\u5f00\u6e90\u4e86\u7eaf\u8bed\u8a00\u7248\u672c\u6a21\u578bMegrez-3B-Instruct\u3002<\/p>\n

\u636e\u4ecb\u7ecd\uff0cMegrez-3B-Omni\u662f\u4e00\u4e2a\u4e3a\u7aef\u800c\u751f\u7684\u5168\u6a21\u6001\u7406\u89e3\u6a21\u578b\uff0c\u9009\u62e9\u4e86\u6700\u9002\u5408\u624b\u673a\u3001\u5e73\u677f\u7b49\u7aef\u4fa7\u8bbe\u5907\u768430\u4ebf\u53c2\u6570\u9ec4\u91d1\u5c3a\u5bf8\uff0c\u7ed3\u6784\u89c4\u6574\uff0c\u63a8\u7406\u901f\u5ea6\u6700\u5927\u9886\u5148\u540c\u7cbe\u5ea6\u6a21\u578b300%\u3002\u4f5c\u4e3a\u4e00\u4e2a\u5168\u6a21\u6001\u6a21\u578b\uff0cMegrez-3B-Omni\u540c\u65f6\u5177\u5907\u56fe\u7247\u3001\u97f3\u9891\u3001\u6587\u672c\u4e09\u79cd\u6a21\u6001\u6570\u636e\u7684\u5904\u7406\u80fd\u529b\uff0c\u5e76\u5728\u4e09\u4e2a\u6a21\u6001\u7684\u591a\u79cd\u6d4b\u8bc4\u57fa\u51c6\u4e2d\u53d6\u5f97\u4e86\u6700\u4f18\u6027\u80fd\u3002<\/p>\n

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

Github\uff1a\u00a0https:\/\/github.com\/infinigence\/Infini-Megrez<\/p>\n

HuggingFace\uff1ahttps:\/\/huggingface.co\/Infinigence\/Megrez-3B-Omni<\/a><\/p>\n

\u56fe\u7247\u3001\u6587\u672c\u3001\u97f3\u9891\uff0c\u5168\u6a21\u6001\u9ad8\u6027\u80fd<\/strong><\/p>\n

Megrez-3B-Omni \u62d2\u7edd\u727a\u7272\u4efb\u4f55\u6a21\u6001\u7684\u7cbe\u5ea6\uff0c\u5728\u56fe\u7247\u3001\u6587\u672c\u3001\u97f3\u9891\u4e09\u4e2a\u6a21\u6001\u4e2d\u5747\u53d6\u5f97\u4e86\u540c\u5c3a\u5bf8\u4e0b\u6700\u4f18\u6027\u80fd\u3002\u65e0\u8bba\u662f\u548c\u540c\u6837\u4e09\u6a21\u6001\u7684VITA ( based on Mixtral 8\u00d77B) \u3001Baichuan-Omni-7B \uff0c\u8fd8\u662f\u53cc\u6a21\u6001\u7684MiniCPM-V 2.6 ( based on Qwen2-7B)\u3001Qwen2-VL-7B\u3001Qwen2-Audio-7B\uff0c\u53c8\u6216\u662f\u5355\u4e00\u6a21\u6001\u7684Qwen\u3001Baichuan \u7b49\u6a21\u578b\u76f8\u6bd4\uff0cMegrez-3B-Omni \u5728\u4e3b\u6d41\u57fa\u51c6\u6d4b\u8bd5\u96c6\u4e0a\u7684\u8868\u73b0\u90fd\u6beb\u4e0d\u900a\u8272\u3002<\/p>\n

\u56fe\u7247\u7406\u89e3\uff1a<\/strong>3B<\/strong>\u4f53\u91cf\u5bf9\u6807<\/strong>34B<\/strong>\u6a21\u578b\u8868\u73b0<\/strong><\/p>\n

\u5728\u56fe\u50cf\u7406\u89e3\u65b9\u9762\uff0c<\/strong>Megrez-3B-Omni\u00a0<\/strong>\u4f5c\u4e3a\u4e00\u4e2a\u4f53\u79ef\u4ec5\u4e3a<\/strong>3B<\/strong>\u7684\u6a21\u578b\uff0c\u5176\u7efc\u5408\u6027\u80fd\u8868\u73b0\u53ef\u4ee5\u5168\u9762\u8d85\u8fc7<\/strong>34B<\/strong>\u7684\u5e9e\u7136\u5927\u7269\uff0c\u8d85\u8d8a<\/strong>LLaVA-NeXT-Yi-34B\u00a0<\/strong>\u7b49\u6a21\u578b\uff0c\u662f\u76ee\u524d<\/strong>OpenCompass<\/strong>\u3001<\/strong>MME<\/strong>\u3001<\/strong>MMMU<\/strong>\u3001<\/strong>OCRBench<\/strong>\u7b49\u591a\u4e2a\u4e3b\u6d41\u6d4b\u8bd5\u96c6\u4e0a\u7cbe\u5ea6\u6700\u9ad8\u7684\u56fe\u50cf\u7406\u89e3\u6a21\u578b\u4e4b\u4e00\u3002<\/strong><\/p>\n

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\u4e0e\u6b64\u540c\u65f6\uff0cMegrez-3B-Omni \u5728\u573a\u666f\u7406\u89e3\u3001OCR \u7b49\u4efb\u52a1\u4e0a\u4e5f\u5177\u6709\u826f\u597d\u8868\u73b0\uff0c\u80fd\u591f\u51c6\u786e\u6d1e\u5bdf\u548c\u5206\u6790\u56fe\u50cf\u4e2d\u7684\u573a\u666f\u5185\u5bb9\uff0c\u5e76\u9ad8\u6548\u5730\u4ece\u4e2d\u63d0\u53d6\u6587\u672c\u4fe1\u606f\uff0c\u4e14\u65e0\u8bba\u662f\u6a21\u7cca\u7684\u5370\u5237\u4f53\u8fd8\u662f\u590d\u6742\u7684\u624b\u5199\u5b57\uff0c\u90fd\u80fd\u591f\u8f7b\u677e\u8bc6\u522b\u3002<\/p>\n

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Megrez-3B-Omni\u00a0\u5c4f\u5e55\u8bc6\u522b<\/p>\n

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Megrez-3B-Omni\u00a0\u624b\u5199\u4f53\u8bc6\u522b<\/p>\n

\u6587\u672c\u7406\u89e3\uff1a\u8d85\u8d8a\u4e0a\u4e00\u4ee3<\/strong>14B<\/strong>\u6700\u4f73\u6a21\u578b<\/strong><\/p>\n

\u5728\u6587\u672c\u7406\u89e3\u65b9\u9762\uff0c\u4f5c\u4e3a\u5168\u6a21\u6001\u7406\u89e3\u6a21\u578b\uff0c<\/strong>Megrez-3B-Omni\u00a0<\/strong>\u6ca1\u6709\u727a\u7272\u6a21\u578b\u7684\u6587\u672c\u5904\u7406\u80fd\u529b\uff0c\u5c06\u4e0a\u4e00\u4ee3<\/strong>14B<\/strong>\u5927\u6a21\u578b\u7684\u4f18\u79c0\u80fd\u529b\u538b\u7f29\u81f3<\/strong>3B<\/strong>\u89c4\u6a21\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u8ba1\u7b97\u6210\u672c\u3001\u63d0\u5347\u4e86\u8ba1\u7b97\u6548\u7387\u3002<\/strong>\u5728C-EVAL\u3001MMLU\/MMLU Pro\u3001AlignBench\u7b49\u591a\u4e2a\u6743\u5a01\u6d4b\u8bd5\u96c6\u4e0a\u66f4\u662f\u53d6\u5f97\u7aef\u4e0a\u6a21\u578b\u6700\u4f18\u7cbe\u5ea6\uff0c\u5728\u6587\u672c\u7406\u89e3\u65b9\u9762\u53d6\u5f97\u5168\u7403\u9886\u5148\u5730\u4f4d\u3002<\/p>\n

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

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Megrez-3B-Omni\u00a0\u6587\u672c\u7406\u89e3<\/p>\n

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

Megrez-3B-Omni\u00a0\u4ee3\u7801\u7406\u89e3<\/p>\n

\u97f3\u9891\u7406\u89e3\uff1a\u8f7b\u677e\u4ee5\u97f3\u95ee\u56fe\u3001\u4ee5\u97f3\u89e3\u6587\u3001\u4ee5\u97f3\u542c\u97f3<\/strong><\/p>\n

\u5728\u8bed\u97f3\u7406\u89e3\u65b9\u9762\uff0c<\/strong>Megrez-3B-Omni\u00a0<\/strong>\u7684\u6548\u679c\u6bd4\u80a9\u884c\u4e1a\u4e3b\u6d41\u65b9\u6848\u3002<\/strong>Megrez-3B-Omni<\/strong>\u4e0d\u4ec5\u652f\u6301\u4e2d\u6587\u548c\u82f1\u6587\u7684\u8bed\u97f3\u8f93\u5165\uff0c\u8fd8\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u591a\u8f6e\u5bf9\u8bdd\u573a\u666f\uff0c\u66f4\u80fd\u652f\u6301\u5bf9\u8f93\u5165\u56fe\u7247\u6216\u6587\u5b57\u7684\u8bed\u97f3\u63d0\u95ee\uff0c\u5b9e\u73b0\u4e0d\u540c\u6a21\u6001\u95f4\u7684\u81ea\u7531\u5207\u6362\u3002<\/strong>\u7528\u6237\u5c31\u4efb\u610f\u6a21\u6001\u5185\u5bb9\uff0c\u53d1\u51fa\u8bed\u97f3\u6307\u4ee4\uff0cMegrez-3B-Omni\u00a0\u5c31\u80fd\u6839\u636e\u8bed\u97f3\u6307\u4ee4\u76f4\u63a5\u54cd\u5e94\u6587\u672c\uff0c\u8ba9\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u66f4\u5c11\u52a8\u4f5c\u4e0e\u6a21\u578b\u5c55\u5f00\u66f4\u76f4\u89c2\u3001\u81ea\u7136\u7684\u4ea4\u4e92\u3002<\/p>\n

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

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Megrez-3B-Omni\u00a0\u8bed\u97f3\u7406\u89e3<\/p>\n

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Megrez-3B-Omni\u00a0\u591a\u79cd\u6a21\u6001\u81ea\u7531\u5207\u6362<\/p>\n

\u4ee4\u4eba\u60ca\u53f9\u7684\u63a8\u7406\u6548\u7387<\/strong><\/p>\n

\u6a21\u578b\u7684\u89c4\u6a21\u5e76\u4e0d\u662f\u51b3\u5b9a\u5176\u901f\u5ea6\u7684\u552f\u4e00\u56e0\u7d20\uff0c\u56e0\u6b64\u6a21\u578b\u5c0f\u5e76\u4e0d\u4e00\u5b9a\u5c31\u610f\u5473\u7740\u901f\u5ea6\u5feb\u3002<\/strong>\u51ed\u501f\u5bf9\u786c\u4ef6\u7279\u6027\u7684\u6df1\u5165\u7406\u89e3\u4e0e\u5229\u7528\uff0cMegrez-3B-Omni\u00a0\u901a\u8fc7\u8f6f\u786c\u4ef6\u534f\u540c\u4f18\u5316\u7b56\u7565\uff0c\u786e\u4fdd\u4e86\u5404\u53c2\u6570\u4e0e\u4e3b\u6d41\u786c\u4ef6\u9ad8\u5ea6\u9002\u914d\uff0c\u4ee5\u5b9e\u73b0\u786c\u4ef6\u6027\u80fd\u7684\u5229\u7528\u6700\u5927\u5316\u3002\u4e0e\u4e0a\u4e00\u4ee3\u53ca\u5176\u4ed6\u7aef\u4fa7\u5927\u8bed\u8a00\u6a21\u578b\u76f8\u6bd4\uff0c\u5355\u6a21\u6001\u7248\u672c\u7684<\/strong>Megrez-3B-Instruct\u00a0<\/strong>\u5728\u63a8\u7406\u901f\u5ea6\u4e0a\u53d6\u5f97\u4e86\u663e\u8457\u63d0\u5347\uff0c\u6700\u5927\u63a8\u7406\u901f\u5ea6\u53ef\u4ee5\u9886\u5148\u540c\u7cbe\u5ea6\u6a21\u578b<\/strong>300%<\/strong>\u3002<\/strong><\/p>\n

<\/p>\n

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\u591a\u573a\u666f\u7075\u6d3b\u5e94\u7528<\/strong><\/p>\n

Megrez-3B-Instruct\u00a0<\/strong>\u8fd9\u6b21\u8fd8\u7279\u522b\u63d0\u4f9b\u4e86<\/strong>WebSearch\u00a0<\/strong>\u529f\u80fd\uff0c\u8fd9\u4e00\u529f\u80fd\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u667a\u80fd\u5730\u5224\u65ad\u4f55\u65f6\u9700\u8981\u8c03\u7528\u5916\u90e8\u5de5\u5177\u8fdb\u884c\u7f51\u9875\u641c\u7d22\uff0c\u8f85\u52a9\u56de\u7b54\u7528\u6237\u7684\u95ee\u9898\u3002\u7528\u6237\u5f97\u4ee5\u6784\u5efa\u5c5e\u4e8e\u81ea\u5df1<\/strong>AI<\/strong>\u641c\u7d22\uff0c\u901a\u8fc7\u7f51\u7edc\u83b7\u53d6\u6700\u65b0\u4fe1\u606f\uff0c\u514b\u670d\u5c0f\u6a21\u578b\u7684\u5e7b\u89c9\u95ee\u9898\u548c\u77e5\u8bc6\u50a8\u5907\u4e0d\u8db3\u7684\u5c40\u9650\u3002<\/strong><\/p>\n

\u6709\u65f6\uff0c\u6a21\u578b\u901a\u8fc7\u641c\u7d22\u7f51\u9875\u53ef\u4ee5\u66f4\u5168\u9762\u5730\u5b8c\u6210\u56de\u7b54\uff0c\u800c\u5176\u4ed6\u65f6\u5019\uff0c\u6a21\u578b\u81ea\u8eab\u5df2\u5177\u5907\u8db3\u591f\u7684\u77e5\u8bc6\u6765\u72ec\u7acb\u89e3\u51b3\u95ee\u9898\uff0c\u8fc7\u591a\u7684\u641c\u7d22\u8c03\u7528\u53ef\u80fd\u4f1a\u964d\u4f4e\u63a8\u7406\u901f\u5ea6\u548c\u6548\u679c\u3002Megrez-3B-Instruct\u00a0<\/strong>\u901a\u8fc7\u5728\u641c\u7d22\u548c\u5bf9\u8bdd\u4e4b\u95f4\u667a\u80fd\u5207\u6362\uff0c\u907f\u514d\u4e86\u8fc7\u5ea6\u4f9d\u8d56\u641c\u7d22\u6216\u5b8c\u5168\u4e0d\u8c03\u7528\u641c\u7d22\u7684\u95ee\u9898\u3002\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u51b3\u7b56\u5de5\u5177\u8c03\u7528\u65f6\u673a\u4e4b\u5916\uff0c<\/strong>Megrez-3B-Instruct\u00a0<\/strong>\u8fd8\u5177\u5907\u4e0a\u4e0b\u6587\u7406\u89e3\u6027\u80fd\u4f18\u5f02\u3001\u53ef\u63d0\u4f9b\u5e26\u53c2\u8003\u4fe1\u606f\u7684\u7ed3\u6784\u5316\u8f93\u51fa\u7b49\u4f18\u52bf\u3002<\/strong>\u76ee\u524d\uff0c\u8fd9\u4e9b\u80fd\u529b\u90fd\u5df2\u96c6\u6210\u4e8eMegrez-3B-Instruct\u00a0\u6a21\u578b\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7System Prompt\u00a0\u81ea\u7531\u5207\u6362\uff0c\u540c\u65f6\u4eab\u53d7\u5230\u9ad8\u7cbe\u5ea6\u6a21\u578b\u63a8\u7406\u80fd\u529b\u4e0e\u667a\u80fdWebSearch\u00a0\u8c03\u7528\u6536\u76ca\u3002<\/p>\n

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