{"id":6869,"date":"2025-06-12T04:25:00","date_gmt":"2025-06-11T19:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6869"},"modified":"2025-06-01T11:26:14","modified_gmt":"2025-06-01T02:26:14","slug":"unifying-multimodal-large-language-model-capabilities-and-modalities-via-model-merging","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6869","title":{"rendered":"Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging\u00a0<\/strong>[104.0]<br>\u30e2\u30c7\u30eb\u30de\u30fc\u30b8\u306f\u3001\u8907\u6570\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u30e2\u30c7\u30eb\u3092\u5358\u4e00\u306e\u30e2\u30c7\u30eb\u306b\u307e\u3068\u3081\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u304a\u308a\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30b5\u30fc\u30d3\u30b9\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u3066\u3044\u308b\u3002 \u3053\u308c\u307e\u3067\u306e\u7814\u7a76\u306f\u4e3b\u306b\u3001\u30b3\u30fc\u30c9\u3068\u6570\u5b66\u306e\u30bf\u30b9\u30af\u306b\u8996\u899a\u5206\u985e\u30e2\u30c7\u30eb\u3084LLM(Large Language Models)\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u304d\u305f\u3002 \u672c\u7a3f\u3067\u306f,VQA,Geometry,Chart,OCR,Gunding\u3068\u3044\u3063\u305f\u8907\u6570\u306e\u30bf\u30b9\u30af\u3092\u542b\u3080MLLM\u306e\u30e2\u30c7\u30eb\u30de\u30fc\u30b8\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2505.19892v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2505.19892v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 26 May 2025 12:23:14 GMT)<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30e2\u30c7\u30eb\u30de\u30fc\u30b8\u306b\u95a2\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u7d39\u4ecb\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/WalkerWorldPeace\/MLLMerging\">GitHub &#8211; WalkerWorldPeace\/MLLMerging: Official implementation of &#8220;Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging&#8221;.<\/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":[256,387,491,517],"class_list":["post-6869","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-model-merging","tag-survey","tag-491","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6869","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=6869"}],"version-history":[{"count":2,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6869\/revisions"}],"predecessor-version":[{"id":6871,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6869\/revisions\/6871"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}