{"id":2903,"date":"2023-02-06T04:25:00","date_gmt":"2023-02-05T19:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2903"},"modified":"2023-02-06T04:25:00","modified_gmt":"2023-02-05T19:25:00","slug":"the-flan-collection","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2903","title":{"rendered":"The Flan Collection"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>The Flan Collection: Designing Data and Methods for Effective Instruction Tuning\u00a0<\/strong>[118.7]<br>\u672c\u7814\u7a76\u306f,Flan 2022\u306e\u958b\u767a\u3092\u58ca\u3057,\u4e00\u822c\u516c\u958b\u3055\u308c\u305f\u6307\u5c0e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u306e\u8a2d\u8a08\u6c7a\u5b9a\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u30bf\u30b9\u30af\u30d0\u30e9\u30f3\u30b9\u3084\u30a8\u30f3\u30ea\u30c3\u30c1\u30e1\u30f3\u30c8\u306e\u624b\u6cd5\u306f\u898b\u904e\u3054\u3055\u308c\u304c\u3061\u3060\u304c\u3001\u52b9\u679c\u7684\u306a\u6307\u5c0e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 \u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30b7\u30e7\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u7814\u7a76\u3092\u52a0\u901f\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001\u30e1\u30bd\u30c3\u30c9\u306eFlan 2022\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2301.13688v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2301.13688v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 31 Jan 2023 15:03:44 GMT)<\/li>\n\n\n\n<li>\u00a0instruction tuning\u306b\u95a2\u3059\u308b\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3068\u305d\u308c\u3068\u4f7f\u3063\u3066\u69cb\u7bc9\u3057\u305f\u30e2\u30c7\u30eb\u306b\u95a2\u3059\u308b\u8ad6\u6587\u3002\u00a0Flan-T5 XL\u00a0\u306f\u904e\u53bb\u306e\u30e2\u30c7\u30eb\uff08GLM 130B\u3084OPT-175B\u306a\u3069\u5de8\u5927\u30e2\u30c7\u30eb\u542b\uff09\u3092\u8d85\u3048\u308b\u6027\u80fd\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/google-research\/FLAN\/tree\/main\/flan\/v2\">FLAN\/flan\/v2 at main \u00b7 google-research\/FLAN \u00b7 GitHub<\/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":[151,203],"class_list":["post-2903","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-flan","tag-instruction-finetuning"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2903","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=2903"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2903\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2903"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2903"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2903"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}