{"id":5826,"date":"2024-12-06T06:27:00","date_gmt":"2024-12-05T21:27:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5826"},"modified":"2024-12-06T06:27:00","modified_gmt":"2024-12-05T21:27:00","slug":"predicting-emergent-capabilities-by-finetuning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5826","title":{"rendered":"Predicting Emergent Capabilities by Finetuning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Predicting Emergent Capabilities by Finetuning\u00a0<\/strong>[99.0]<br>\u5fae\u8abf\u6574\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u306f,\u51fa\u73fe\u983b\u5ea6\u306e\u4f4e\u3044\u30e2\u30c7\u30eb\u306b\u5c55\u958b\u3059\u308b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u30b7\u30d5\u30c8\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002 \u63d0\u6848\u624b\u6cd5\u306f4\u3064\u306e\u6a19\u6e96NLP\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u7528\u3044\u3066\u691c\u8a3c\u3059\u308b\u3002 \u3044\u304f\u3064\u304b\u306e\u30b1\u30fc\u30b9\u3067\u306f\u3001\u6700\u59274\u500d\u306e\u8a08\u7b97\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304c\u51fa\u73fe\u3057\u305f\u304b\u3069\u3046\u304b\u3092\u6b63\u78ba\u306b\u4e88\u6e2c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2411.16035v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.16035v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 25 Nov 2024 01:48:09 GMT)<\/li>\n\n\n\n<li>\u300cwe found that our specific emergence prediction approach (e g , emergence law) can accurately predict the point of emergence up to 4x the FLOPS in advance, representing meaningful progress on the challenging unsolved problem of emergence prediction.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>fine tuning\u3067\u3069\u3053\u307e\u3067\u3044\u3051\u308b\u304b\uff1f\u3092\u77e5\u308a\u305f\u3044\u72b6\u6cc1\u306f\u591a\u3044\u306e\u3067\u6709\u7528\u306a\u7814\u7a76\uff08\u3060\u304c\u3001\u73fe\u6642\u70b9\u3067\u5b9f\u7528\u7684\u304b\u306f\u3084\u3084\u7591\u554f\uff09<\/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":[150],"class_list":["post-5826","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fine-tuning"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5826","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=5826"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5826\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5826"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5826"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}