{"id":2039,"date":"2022-07-04T05:00:00","date_gmt":"2022-07-03T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2039"},"modified":"2022-07-04T05:00:00","modified_gmt":"2022-07-03T20:00:00","slug":"beyond-neural-scaling-laws","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2039","title":{"rendered":"Beyond neural scaling laws"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Beyond neural scaling laws: beating power law scaling via data pruning\u00a0<\/strong>[37.8]\u5e83\u7bc4\u56f2\u306b\u89b3\u5bdf\u3055\u308c\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6cd5\u5247\u3067\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u306e\u30b5\u30a4\u30ba\u3084\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306b\u5fdc\u3058\u3066\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u3066\u3044\u308b\u3002\u3057\u304b\u3057\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u3088\u308b\u3053\u308c\u3089\u306e\u6539\u5584\u306f\u8a08\u7b97\u3068\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u304b\u306a\u308a\u306e\u30b3\u30b9\u30c8\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002 \u3053\u3053\u3067\u306f\u3001\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u30e1\u30c8\u30ea\u30c3\u30af\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308c\u3070\u3001\u6307\u6570\u7684\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u7e2e\u5c0f\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2206.14486v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2206.14486v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 29 Jun 2022 09:20:47 GMT)<ul><li>\u901a\u5e38\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u30c7\u30fc\u30bf\u306b\u306f\u5197\u9577\u306a\u3082\u306e\u304c\u591a\u304f\u3001\u305d\u308c\u3089\u3092\u3046\u307e\u304f\u6271\u3046\u3053\u3068\u3067Scaling law\u3092\u8d85\u3048\u305f\u5b66\u7fd2\u304c\u53ef\u80fd\u3067\u3042\u308b\u3068\u306e\u6307\u6458\u3002\u7406\u8ad6\u89e3\u6790\u3001\u5b9f\u8a3c\u3068\u3082\u884c\u3063\u3066\u304a\u308a\u975e\u5e38\u306b\u8208\u5473\u6df1\u3044\u5185\u5bb9\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Beyond neural scaling laws: beating power law scaling via data pruning\u00a0[37.8]\u5e83\u7bc4\u56f2\u306b\u89b3\u5bdf\u3055\u308c\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6cd5\u5247\u3067\u306f\u3001\u30c8 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2039\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Beyond neural scaling laws&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[94,101,349],"class_list":["post-2039","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-data-pruning","tag-dataset-condensation","tag-scaling-law"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2039","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=2039"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2039\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2039"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2039"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2039"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}