{"id":36548,"date":"2025-05-31T11:36:16","date_gmt":"2025-05-31T03:36:16","guid":{"rendered":"https:\/\/www.1ai.net\/?p=36548"},"modified":"2025-05-31T11:36:16","modified_gmt":"2025-05-31T03:36:16","slug":"%e5%b0%8f%e7%b1%b3%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b-mimo-vl-%e5%bc%80%e6%ba%90%ef%bc%8c%e5%ae%98%e6%96%b9%e7%a7%b0%e5%a4%9a%e6%96%b9%e9%9d%a2%e9%a2%86%e5%85%88-qwen2-5-vl-7b","status":"publish","type":"post","link":"https:\/\/www.1ai.net\/en\/36548.html","title":{"rendered":"Xiaomi's multimodal large model MiMo-VL open source, officially said to be leading in many aspects Qwen2.5-VL-7B"},"content":{"rendered":"<p>Xiaomi\u00a0 MiMo \u5b98\u65b9\u516c\u4f17\u53f75 \u6708 30 \u65e5\u53d1\u6587\u5ba3\u5e03\uff0c<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e5%b0%8f%e7%b1%b3\" title=\"\u3010\u67e5\u770b\u542b\u6709[\u5c0f\u7c73]\u6807\u7b7e\u7684\u6587\u7ae0\u3011\" target=\"_blank\" rel=\"noopener\">\u5c0f\u7c73<\/a><a href=\"https:\/\/www.1ai.net\/en\/tag\/%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b\" title=\"\u3010\u67e5\u770b\u542b\u6709[\u591a\u6a21\u6001\u5927\u6a21\u578b]\u6807\u7b7e\u7684\u6587\u7ae0\u3011\" target=\"_blank\" rel=\"noopener\">\u591a\u6a21\u6001\u5927\u6a21\u578b<\/a> Xiaomi <a href=\"https:\/\/www.1ai.net\/en\/tag\/mimo-vl\" title=\"\u3010\u67e5\u770b\u542b\u6709[MiMo-VL]\u6807\u7b7e\u7684\u6587\u7ae0\u3011\" target=\"_blank\" rel=\"noopener\">MiMo-VL<\/a> \u73b0\u5df2\u6b63\u5f0f<a href=\"https:\/\/www.1ai.net\/en\/tag\/%e5%bc%80%e6%ba%90\" title=\"\u3010\u67e5\u770b\u542b\u6709[\u5f00\u6e90]\u6807\u7b7e\u7684\u6587\u7ae0\u3011\" target=\"_blank\" rel=\"noopener\">\u5f00\u6e90<\/a>\u3002\u5b98\u65b9\u8868\u793a\uff0c\u5176\u5728\u56fe\u7247\u3001\u89c6\u9891\u3001\u8bed\u8a00\u7684\u901a\u7528\u95ee\u7b54\u548c\u7406\u89e3\u63a8\u7406\u7b49\u591a\u4e2a\u4efb\u52a1\u4e0a\uff0c\u5927\u5e45\u9886\u5148\u540c\u5c3a\u5bf8\u6807\u6746\u591a\u6a21\u6001\u6a21\u578b Qwen2.5-VL-7B\uff0c\u5e76\u4e14\u5728 GUI Grounding \u4efb\u52a1\u4e0a\u6bd4\u80a9\u4e13\u7528\u6a21\u578b\uff0c\u4e3a\u00a0<strong>Ag<\/strong><strong>e<\/strong><strong>nt\u00a0\u65f6\u4ee3<\/strong><strong>\u800c<\/strong><strong>\u6765\u3002<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-36549\" title=\"d415b6d6j00sx3wmq00cvd000u000p4p\" src=\"https:\/\/www.1ai.net\/wp-content\/uploads\/2025\/05\/d415b6d6j00sx3wmq00cvd000u000p4p.jpg\" alt=\"d415b6d6j00sx3wmq00cvd000u000p4p\" width=\"1080\" height=\"904\" \/><\/p>\n<p>MiMo-VL-7B \u5728\u4fdd\u6301 MiMo-7B \u7eaf\u6587\u672c\u63a8\u7406\u80fd\u529b\u7684\u540c\u65f6\uff0c\u5728\u591a\u6a21\u6001\u63a8\u7406\u4efb\u52a1\u4e0a\uff0c\u4ec5\u7528 7B \u53c2\u6570\u89c4\u6a21\uff0c\u5728\u5965\u6797\u5339\u514b\u7ade\u8d5b\uff08OlympiadBench\uff09\u548c\u591a\u4e2a\u6570\u5b66\u7ade\u8d5b\uff08MathVision\u3001MathVerse\uff09\u5927\u5e45\u9886\u5148 10 \u500d\u53c2\u6570\u5927\u7684\u963f\u91cc Qwen-2.5-VL-72B \u548c QVQ-72B-Preview\uff0c<strong>\u4e5f\u8d85\u8d8a\u95ed\u6e90\u6a21\u578b GPT-4o<\/strong>\u3002<\/p>\n<p>\u5728\u8bc4\u4f30\u771f\u5b9e\u7528\u6237\u4f53\u9a8c\u7684\u5185\u90e8\u5927\u6a21\u578b\u7ade\u6280\u573a\u4e2d\uff0c<strong>MiMo-VL-7B \u8d85\u8d8a GPT-4o\uff0c\u6210\u4e3a\u5f00\u6e90\u6a21\u578b\u7b2c\u4e00<\/strong>\u3002<\/p>\n<p>\u5176\u80fd\u591f\u5b8c\u6210\u590d\u6742\u56fe\u7247\u63a8\u7406\u548c\u95ee\u7b54\u7b49\u4efb\u52a1\uff0c\u5728\u957f\u8fbe 10 \u591a\u6b65\u7684 GUI \u64cd\u4f5c\u4e0a\uff0cMiMo-VL-7B \u4e5f\u5c55\u793a\u4e86\u4e0d\u9519\u7684\u6f5c\u529b\uff0c\u751a\u81f3\u80fd\u5e2e\u4f60\u52a0\u8d2d\u5c0f\u7c73 SU7 \u81f3\u5fc3\u613f\u5355\u3002<\/p>\n<p>\u5176\u91c7\u7528\u4e86\u9ad8\u8d28\u91cf\u7684\u9884\u8bad\u7ec3\u6570\u636e\u4ee5\u53ca\u521b\u65b0\u7684<strong>\u6df7\u5408\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5<\/strong>\uff08Mixed On-policy Reinforcement Learning, MORL\uff09\uff1a<\/p>\n<ul>\n<li><strong>\u591a\u9636\u6bb5\u9884\u8bad\u7ec3\uff1a<\/strong><\/li>\n<li>\u6536\u96c6\u3001\u6e05\u6d17\u3001\u5408\u6210\u4e86\u9ad8\u8d28\u91cf\u7684\u9884\u8bad\u7ec3\u591a\u6a21\u6001\u6570\u636e\uff0c\u6db5\u76d6\u56fe\u7247-\u6587\u672c\u5bf9\u3001\u89c6\u9891-\u6587\u672c\u5bf9\u3001GUI \u64cd\u4f5c\u5e8f\u5217\u7b49\u6570\u636e\u7c7b\u578b\uff0c\u603b\u8ba1 2.4T tokens\u3002\u901a\u8fc7\u5206\u9636\u6bb5\u8c03\u6574\u4e0d\u540c\u7c7b\u578b\u6570\u636e\u7684\u6bd4\u4f8b\uff0c\u5f3a\u5316\u957f\u7a0b\u591a\u6a21\u6001\u63a8\u7406\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>\u6df7\u5408\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\uff1a<\/strong><\/li>\n<li>\u6df7\u5408\u6587\u672c\u63a8\u7406\u3001\u591a\u6a21\u6001\u611f\u77e5 + \u63a8\u7406\u3001RLHF \u7b49\u53cd\u9988\u4fe1\u53f7\uff0c\u5e76\u901a\u8fc7\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u7a33\u5b9a\u52a0\u901f\u8bad\u7ec3\uff0c\u5168\u65b9\u4f4d\u63d0\u5347\u6a21\u578b\u63a8\u7406\u3001\u611f\u77e5\u6027\u80fd\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<p>MiMo-VL-7B \u5df2\u5f00\u6e90 RL \u524d\u540e\u4e24\u4e2a\u6a21\u578b\uff0cIT\u4e4b\u5bb6\u9644\u5f00\u6e90\u94fe\u63a5\uff1ahttps:\/\/huggingface.co\/XiaomiMiMo\u00a0\u53ca\u76f8\u5173\u6280\u672f\u62a5\u544a\uff1ahttps:\/\/github.com\/XiaomiMiMo\/MiMo-VL\/blob\/main\/MiMo-VL-Technical-Report.pdf<\/p>\n<p>MiMo-VL-7B \u652f\u6301 50 + \u6d4b\u8bc4\u4efb\u52a1\u7684\u6846\u67b6\u4e5f\u5df2\u7ecf\u5f00\u6e90\u81f3 GitHub\uff1ahttps:\/\/github.com\/XiaomiMiMo\/lmms-eval<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Xiaomi MiMo's official public number announced on May 30 that Xiaomi MiMo-VL, Xiaomi's large multimodal model, is now officially open source. Officially, it is significantly ahead of the benchmark multimodal model Qwen2.5-VL-7B of the same size in a number of tasks such as generalized Q&amp;A and comprehension reasoning in pictures, videos, languages, and is comparable to the dedicated model in the GUI Grounding task for the Agent era. MiMo-VL-7B maintains the text-only reasoning capability of MiMo-7B, and is able to perform multimodal reasoning tasks in OlympiadBench and several MathVision competitions with only 7B parameter size.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[146],"tags":[6802,602,1114,219],"collection":[],"class_list":["post-36548","post","type-post","status-publish","format-standard","hentry","category-news","tag-mimo-vl","tag-602","tag-1114","tag-219"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/36548","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=36548"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/36548\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=36548"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=36548"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=36548"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=36548"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}