{"id":4576,"date":"2024-03-28T04:50:00","date_gmt":"2024-03-27T19:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4576"},"modified":"2024-03-28T04:50:00","modified_gmt":"2024-03-27T19:50:00","slug":"coin-continual-instruction-tuning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4576","title":{"rendered":"CoIN: Continual Instruction tuNing"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model\u00a0<\/strong>[128.5]<br>\u9010\u6b21\u7684\u547d\u4ee4\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30d1\u30e9\u30c0\u30a4\u30e0\u306b\u304a\u3051\u308b\u65e2\u5b58\u306eMLLM\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308bContinuous Instruction tuNing(CoIN)\u3092\u63d0\u6848\u3059\u308b\u3002 CoIN\u306e\u5b9f\u9a13\u3067\u306f\u3001\u73fe\u5728\u306e\u5f37\u529b\u306aMLLM\u304c\u4f9d\u7136\u3068\u3057\u3066\u7834\u6ec5\u7684\u306a\u5fd8\u308c\u3092\u88ab\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002 \u5f93\u6765\u306e\u547d\u4ee4\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u6709\u52b9\u306aMLLM\u306bMoELoRA\u3092\u5c0e\u5165\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.08350v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.08350v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 13 Mar 2024 08:54:31 GMT)<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u7d99\u7d9a\u7684\u306a\u547d\u4ee4\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c7\u30fc\u30bf<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/zackschen\/CoIN\">zackschen\/CoIN: Instruction Tuning in Continual Learning paradigm (github.com)<\/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":[223,491,524],"class_list":["post-4576","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-491","tag-524"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4576","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=4576"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4576\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4576"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4576"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4576"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}