{"id":5453,"date":"2024-09-19T06:12:00","date_gmt":"2024-09-18T21:12:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5453"},"modified":"2024-09-19T06:12:00","modified_gmt":"2024-09-18T21:12:00","slug":"mmevol-empowering-multimodal-large-language-models-with-evol-instruct","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5453","title":{"rendered":"MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct\u00a0<\/strong>[148.4]<br>\u6211\u3005\u306f\u3001\u753b\u50cf\u30c6\u30ad\u30b9\u30c8\u306e\u547d\u4ee4\u30c7\u30fc\u30bf\u3092\u30ad\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bMMEvol\u3092\u63d0\u6848\u3059\u308b\u3002 MMEvol\u306f\u3001\u5fae\u7c92\u306a\u77e5\u899a\u306e\u9032\u5316\u3001\u8a8d\u77e5\u7684\u63a8\u8ad6\u306e\u9032\u5316\u3001\u76f8\u4e92\u4f5c\u7528\u306e\u9032\u5316\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3044\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u306f,3.1\u30dd\u30a4\u30f3\u30c8\u306e\u5e73\u5747\u7cbe\u5ea6\u5411\u4e0a\u3092\u5b9f\u73fe\u3057,13\u306e\u8996\u899a\u8a00\u8a9e\u30bf\u30b9\u30af\u306e\u3046\u30619\u3064\u3067\u6700\u5148\u7aef(SOTA)\u6027\u80fd\u306b\u9054\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.05840v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.05840v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 9 Sep 2024 17:44:00 GMT)<\/li>\n\n\n\n<li>\u300ca novel multimodal instruction data evolution framework that combines fine-grained perception evolution, cognitive reasoning evolution, and interaction evolution.\u300d\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u70b9\u304c\u7279\u5fb4\u7684\u3002\u52b9\u679c\u306f\u300cThe data evolved through three rounds of evolution is used to train a new model, demonstrating state-of-the-art (SOTA) performance across a comprehensive set of benchmarks.\u300d\u3068\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u6570\u5b66\u7684\u554f\u984c\u3092\u8d85\u3048\u3066\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u6587\u8108\u3067\u3082\u6709\u52b9\u6027\u304c\u78ba\u304b\u3081\u3089\u308c\u3066\u3044\u308b\u306e\u306f\u9762\u767d\u3044\u306e\u3068\u3001\u4eca\u5f8c\u306e\u53d6\u308a\u7d44\u307f\u3067\u753b\u50cf\u751f\u6210\u30e2\u30c7\u30eb\u3068\u306e\u7d71\u5408\u306b\u8a00\u53ca\u304c\u3042\u3063\u305f\u70b9\u3082\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/rainbowluocs.github.io\/MMEvolWeb\/\">MMEvol: Welcome (rainbowluocs.github.io)<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,390,524],"class_list":["post-5453","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-synthetic-data","tag-524"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5453"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5453\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5453"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5453"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}