{"id":39643,"date":"2025-03-26T02:02:47","date_gmt":"2025-03-25T18:02:47","guid":{"rendered":"https:\/\/17aitech.com\/?p=39643"},"modified":"2025-03-26T02:02:47","modified_gmt":"2025-03-25T18:02:47","slug":"%e9%98%bf%e9%87%8c%e6%b7%b1%e5%a4%9c%e5%bc%80%e6%ba%90qwen2-5-vl%e6%96%b0%e7%89%88%e6%9c%ac%ef%bc%8c%e8%a7%86%e8%a7%89%e6%8e%a8%e7%90%86%e9%80%9a%e6%9d%80%ef%bc%8c32b%e6%af%9472b%e6%9b%b4%e8%81%aa","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39643","title":{"rendered":"\u963f\u91cc\u6df1\u591c\u5f00\u6e90Qwen2.5-VL\u65b0\u7248\u672c\uff0c\u89c6\u89c9\u63a8\u7406\u901a\u6740\uff0c32B\u6bd472B\u66f4\u806a\u660e"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-25-6\" target=\"_blank\">\u963f\u91cc\u6df1\u591c\u5f00\u6e90Qwen2.5-VL\u65b0\u7248\u672c\uff0c\u89c6\u89c9\u63a8\u7406\u901a\u6740\uff0c32B\u6bd472B\u66f4\u806a\u660e<\/a><\/p>\n<section>\u5c31\u5728 DeepSeek V3\u300c\u5c0f\u7248\u672c\u66f4\u65b0\u300d\u540e\u7684\u51e0\u4e2a\u5c0f\u65f6\uff0c\u963f\u91cc\u901a\u4e49\u5343\u95ee\u56e2\u961f\u4e5f\u5f00\u6e90\u4e86\u65b0\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u62e9\u65e5\u4e0d\u5982\u649e\u65e5\uff0c<strong>Qwen2.5-VL-32B-Instruct\u00a0<\/strong>\u5c31\u8fd9\u4e48\u6765\u4e86\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d2056f1c43942027b8a18e0f5c6ef74c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d2056f1c43942027b8a18e0f5c6ef74c.png\"><\/a><\/section>\n<section>\u76f8\u6bd4\u6b64\u524d\u7684 Qwen2.5-VL \u7cfb\u5217\u6a21\u578b\uff0c32B \u6a21\u578b\u6709\u5982\u4e0b\u6539\u8fdb\uff1a<\/section>\n<ul>\n<li>\n<p><strong>\u56de\u590d\u66f4\u7b26\u5408\u4eba\u7c7b\u4e3b\u89c2\u504f\u597d\uff1a\u8c03\u6574\u4e86\u8f93\u51fa\u98ce\u683c\uff0c\u4f7f\u56de\u7b54\u66f4\u52a0\u8be6\u7ec6\u3001\u683c\u5f0f\u66f4\u89c4\u8303\uff0c\u5e76\u66f4\u7b26\u5408\u4eba\u7c7b\u504f\u597d\u3002<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u6570\u5b66\u63a8\u7406\u80fd\u529b\uff1a\u590d\u6742\u6570\u5b66\u95ee\u9898\u6c42\u89e3\u7684\u51c6\u786e\u6027\u663e\u8457\u63d0\u5347\u3002<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u56fe\u50cf\u7ec6\u7c92\u5ea6\u7406\u89e3\u4e0e\u63a8\u7406\uff1a\u5728\u56fe\u50cf\u89e3\u6790\u3001\u5185\u5bb9\u8bc6\u522b\u4ee5\u53ca\u89c6\u89c9\u903b\u8f91\u63a8\u5bfc\u7b49\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u66f4\u5f3a\u7684\u51c6\u786e\u6027\u548c\u7ec6\u7c92\u5ea6\u5206\u6790\u80fd\u529b\u3002<\/strong><\/p>\n<\/li>\n<\/ul>\n<section>\u5bf9\u4e8e\u6240\u6709\u7528\u6237\u6765\u8bf4\uff0c\u5728 Qwen Chat \u4e0a\u76f4\u63a5\u9009\u4e2d Qwen2.5-VL-32B\uff0c\u5373\u53ef\u4f53\u9a8c\uff1ahttps:\/\/chat.qwen.ai\/<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fa3c9840ee08bc038600a43b949660a7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fa3c9840ee08bc038600a43b949660a7.png\"><\/a><\/section>\n<section>32B \u7248\u672c\u7684\u51fa\u73b0\uff0c\u89e3\u51b3\u4e86\u300c72B \u5bf9 VLM \u6765\u8bf4\u592a\u5927\u300d\u548c\u300c7B \u4e0d\u591f\u5f3a\u5927\u300d\u7684\u95ee\u9898\u3002\u5982\u8fd9\u4f4d\u7f51\u53cb\u6240\u8bf4\uff0c32B \u53ef\u80fd\u662f\u591a\u6a21\u6001 AI Agent \u90e8\u7f72\u5b9e\u8df5\u4e2d\u7684\u6700\u4f73\u9009\u62e9\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5ef7211cc047495911ad38586332cef7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5ef7211cc047495911ad38586332cef7.png\"><\/a><\/section>\n<section>\u4e0d\u8fc7\u56e2\u961f\u4e5f\u4ecb\u7ecd\u4e86\uff0cQwen2.5-VL-32B \u5728\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\u4e0b\u4f18\u5316\u4e86\u4e3b\u89c2\u4f53\u9a8c\u548c\u6570\u5b66\u63a8\u7406\u80fd\u529b\uff0c\u4f46\u4e3b\u8981\u8fd8\u662f\u57fa\u4e8e\u300c\u5feb\u901f\u601d\u8003\u300d\u6a21\u5f0f\u3002<\/section>\n<section><\/section>\n<section>\u4e0b\u4e00\u6b65\uff0c\u901a\u4e49\u5343\u95ee\u56e2\u961f\u5c06\u805a\u7126\u4e8e\u957f\u4e14\u6709\u6548\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u4ee5\u7a81\u7834\u89c6\u89c9\u6a21\u578b\u5728\u5904\u7406\u9ad8\u5ea6\u590d\u6742\u3001\u591a\u6b65\u9aa4\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u4e2d\u7684\u8fb9\u754c\u3002<\/section>\n<section><\/section>\n<section><strong>32B \u53ef\u4ee5\u6bd4 72B \u66f4\u806a\u660e<\/strong><\/section>\n<section><\/section>\n<section>\u5148\u6765\u770b\u770b\u6027\u80fd\u6d4b\u8bd5\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section>\u4e0e\u8fd1\u671f\u7684 Mistral-Small-3.1-24B\u3001Gemma-3-27B-IT \u7b49\u6a21\u578b\u76f8\u6bd4\uff0cQwen2.5-VL-32B-Instruct \u5c55\u73b0\u51fa\u4e86\u660e\u663e\u7684\u4f18\u52bf\uff0c\u751a\u81f3\u8d85\u8d8a\u4e86\u66f4\u5927\u89c4\u6a21\u7684 72B \u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-437cfe4eff33c012e56532ad08d0890d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-437cfe4eff33c012e56532ad08d0890d.png\"><\/a><\/section>\n<section>\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u5728 MMMU\u3001MMMU-Pro \u548c MathVista \u7b49\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\uff0cQwen2.5-VL-32B-Instruct \u5747\u8868\u73b0\u7a81\u51fa\u3002<\/section>\n<section><\/section>\n<section>\u7279\u522b\u662f\u5728\u6ce8\u91cd\u4e3b\u89c2\u7528\u6237\u4f53\u9a8c\u8bc4\u4f30\u7684 MM-MT-Bench \u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c32B \u6a21\u578b\u76f8\u8f83\u4e8e\u524d\u4ee3 Qwen2-VL-72B-Instruct \u5b9e\u73b0\u4e86\u663e\u8457\u8fdb\u6b65\u3002<\/section>\n<section><\/section>\n<section>\u89c6\u89c9\u80fd\u529b\u7684\u8fdb\u6b65\uff0c\u5df2\u7ecf\u8ba9\u7528\u6237\u4eec\u611f\u53d7\u5230\u4e86\u9707\u64bc\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2ff3464b65bc824b249a0afb52bfad05.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2ff3464b65bc824b249a0afb52bfad05.png\"><\/a><\/section>\n<section>\u9664\u4e86\u5728\u89c6\u89c9\u80fd\u529b\u4e0a\u4f18\u79c0\uff0cQwen2.5-VL-32B-Instruct \u5728\u7eaf\u6587\u672c\u80fd\u529b\u4e0a\u4e5f\u8fbe\u5230\u4e86\u540c\u89c4\u6a21\u7684\u6700\u4f18\u8868\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-264b47836200ef17d2237bd16569c10e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-264b47836200ef17d2237bd16569c10e.png\"><\/a><\/section>\n<section><strong>\u5b9e\u4f8b\u5c55\u793a<\/strong><\/section>\n<section><\/section>\n<section>\u6216\u8bb8\u5f88\u591a\u4eba\u8fd8\u597d\u5947\uff0c32B \u7248\u672c\u7684\u5347\u7ea7\u600e\u4e48\u4f53\u73b0\u5462\uff1f<\/section>\n<section><\/section>\n<section>\u5173\u4e8e\u300c\u56de\u590d\u66f4\u7b26\u5408\u4eba\u7c7b\u4e3b\u89c2\u504f\u597d\u300d\u3001\u300c\u6570\u5b66\u63a8\u7406\u80fd\u529b\u300d\u3001\u300c\u56fe\u50cf\u7ec6\u7c92\u5ea6\u7406\u89e3\u4e0e\u63a8\u7406\u300d\u8fd9\u4e09\u4e2a\u7ef4\u5ea6\uff0c\u6211\u4eec\u901a\u8fc7\u51e0\u4e2a\u5b98\u65b9 Demo \u6765\u4f53\u4f1a\u4e00\u756a\u3002<\/section>\n<section><\/section>\n<section>\u7b2c\u4e00\u4e2a\u95ee\u9898\uff0c\u662f\u5173\u4e8e\u300c\u7ec6\u7c92\u5ea6\u56fe\u50cf\u7406\u89e3\u4e0e\u63a8\u7406\u300d\uff1a\u6211\u5f00\u7740\u4e00\u8f86\u5361\u8f66\u5728\u8fd9\u6761\u8def\u4e0a\u884c\u9a76\uff0c\u73b0\u5728\u662f 12 \u70b9\uff0c\u6211\u80fd\u5728 13 \u70b9\u4e4b\u524d\u5230\u8fbe 110 \u516c\u91cc\u5916\u7684\u5730\u65b9\u5417\uff1f<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1236e34b3177d759b5d3fc70a6cb5ee1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1236e34b3177d759b5d3fc70a6cb5ee1.png\"><\/a><\/section>\n<section>\u663e\u7136\uff0c\u4ece\u4eba\u7c7b\u7684\u89d2\u5ea6\u53bb\u5feb\u901f\u5224\u65ad\uff0c\u5728\u9650\u901f 100 \u7684\u524d\u63d0\u4e0b\uff0c\u5361\u8f66\u65e0\u6cd5\u5728 1 \u5c0f\u65f6\u5185\u62b5\u8fbe 110 \u516c\u91cc\u4e4b\u5916\u7684\u5730\u65b9\u3002<\/section>\n<section><\/section>\n<section>Qwen2.5-VL-32B-Instruct \u7ed9\u51fa\u7684\u7b54\u6848\u4e5f\u662f\u300c\u5426\u300d\uff0c\u4f46\u5206\u6790\u8fc7\u7a0b\u66f4\u52a0\u4e25\u8c28\uff0c\u53d9\u8ff0\u65b9\u5f0f\u4e5f\u662f\u5a13\u5a13\u9053\u6765\uff0c\u6211\u4eec\u53ef\u4ee5\u505a\u4e2a\u53c2\u8003\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-324cc576d80454cdca1fa7922bf6271a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-324cc576d80454cdca1fa7922bf6271a.png\"><\/a><\/section>\n<section>\u7b2c\u4e8c\u4e2a\u95ee\u9898\u662f\u300c\u6570\u5b66\u63a8\u7406\u300d\uff1a\u5982\u56fe\uff0c\u76f4\u7ebf AB\u3001CD \u4ea4\u4e8e\u70b9 O\uff0cOD \u5e73\u5206\u2220AOE\uff0c\u2220BOC=50.0\uff0c\u5219\u2220EOB=\uff08\uff09<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b234fd5320dd140a920f88a4a4fe6d0b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b234fd5320dd140a920f88a4a4fe6d0b.png\"><\/a><\/section>\n<section>\u7b54\u6848\u662f\u300c80\u300d\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a6e237c93b073a00a2e3fcc52ae85439.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a6e237c93b073a00a2e3fcc52ae85439.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a5b813e9bdb2432856da52db83102eb6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a5b813e9bdb2432856da52db83102eb6.png\"><\/a><\/section>\n<section>\u7b2c\u4e09\u4e2a\u9898\u76ee\u7684\u6570\u5b66\u63a8\u7406\u663e\u7136\u66f4\u4e0a\u96be\u5ea6\u4e86\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f5c46c81a4c3961efad8a5fefb76d7a1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f5c46c81a4c3961efad8a5fefb76d7a1.png\"><\/a><\/section>\n<section>\u6a21\u578b\u7ed9\u51fa\u7684\u7b54\u6848\u7279\u522b\u6e05\u6670\uff0c\u89e3\u9898\u601d\u8def\u62c6\u89e3\u5f97\u5f88\u8be6\u7ec6\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c0cc59b865bcffc2ca632187d51d546a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c0cc59b865bcffc2ca632187d51d546a.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bfa43410f48d943ec1c834e1fce3bab3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bfa43410f48d943ec1c834e1fce3bab3.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a9eea7d677900ef1aca83b0b32572bf3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-a9eea7d677900ef1aca83b0b32572bf3.png\"><\/a><\/section>\n<section>\u5728\u4e0b\u9762\u8fd9\u4e2a\u56fe\u7247\u5185\u5bb9\u8bc6\u522b\u4efb\u52a1\u4e2d\uff0c\u6a21\u578b\u7684\u5206\u6790\u8fc7\u7a0b\u4e5f\u975e\u5e38\u7ec6\u81f4\u4e25\u8c28\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-91cc28fab54e1de9905ba3bf7994e878.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-91cc28fab54e1de9905ba3bf7994e878.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-db9a5fe5537740b9735f778900c0a65e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-db9a5fe5537740b9735f778900c0a65e.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bbc5d6cced9cc61d816659e01ceedf1c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bbc5d6cced9cc61d816659e01ceedf1c.png\"><\/a><\/section>\n<section>\u5173\u4e8e Qwen2.5-VL-32B-Instruct \u7684\u66f4\u591a\u4fe1\u606f\uff0c\u53ef\u53c2\u8003\u5b98\u65b9\u535a\u5ba2\u3002<\/section>\n<section><\/section>\n<section><em><sup>\u535a\u5ba2\u94fe\u63a5\uff1ahttps:\/\/qwenlm.github.io\/zh\/blog\/qwen2.5-vl-32b\/<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-25-6\" 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