{"id":1702,"date":"2022-04-04T04:00:00","date_gmt":"2022-04-03T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1702"},"modified":"2022-04-04T04:00:00","modified_gmt":"2022-04-03T19:00:00","slug":"chinchilla-%e4%ba%88%e7%ae%97%e5%86%85%e3%81%a7%e6%9c%80%e9%81%a9%e3%81%aa%e5%b7%a8%e5%a4%a7%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1702","title":{"rendered":"Chinchilla: \u4e88\u7b97\u5185\u3067\u6700\u9069\u306a\u5de8\u5927\u8a00\u8a9e\u30e2\u30c7\u30eb"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Training Compute-Optimal Large Language Models\u00a0<\/strong>[54.0]<br>\u79c1\u305f\u3061\u306f\u3001500\u5104\u304b\u3089500\u5104\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5bfe\u3057\u3066\u30017000\u4e07\u304b\u3089160\u5104\u4ee5\u4e0a\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3066\u3044\u307e\u3059\u3002 \u8a08\u7b97\u6700\u9069\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c8\u30fc\u30af\u30f3\u306e\u6570\u304c\u7b49\u3057\u304f\u30b9\u30b1\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002 \u30c1\u30f3\u30c1\u30e9\u306fGopher(280B)\u3001GPT-3(175B)\u3001Jurassic-1(178B)\u3001Megatron-Turing NLG(530B)\u3092\u5747\u4e00\u304b\u3064\u8457\u3057\u304f\u4e0a\u56de\u308b<br><a href=\"http:\/\/arxiv.org\/abs\/2203.15556v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2203.15556v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 29 Mar 2022 13:38:03 GMT)<ul><li>\u540c\u3058\u8a08\u7b97\u4e88\u7b97\u3067\u6700\u9069\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u91cf\u3084\u5b66\u7fd2\u30c7\u30fc\u30bf\u91cf\u3092\u6c42\u3081\u308b\u624b\u6cd5\u3092\u7528\u3044\u306670B\u30d1\u30e9\u30e1\u30fc\u30bf\u306eChincilla\u3092\u4f5c\u6210\u3001Gopher (280B), GPT-3 (175B), Jurassic-1 (178B), Megatron-Turing NLG (530B)\u3068\u3044\u3063\u305f\u4ed6\u306e\u5de8\u5927\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u308b\u7d50\u679c\u3092\u9054\u6210\u3002<\/li><li>\u300cGopher is substantially over-sized and estimate that for the same compute budget a smaller model trained on more data will perform better.\u300d\u3068\u3044\u3046\u6307\u6458\u304c\u8208\u5473\u6df1\u304f\u3001\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306b\u6bd4\u3079\u3066\u30c7\u30fc\u30bf\u304c\u8db3\u308a\u3066\u3044\u306a\u3044\u72b6\u6cc1\u304c\u591a\u767a\u3057\u3066\u3044\u305d\u3046\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Training Compute-Optimal Large Language Models\u00a0[54.0]\u79c1\u305f\u3061\u306f\u3001500\u5104\u304b\u3089500\u5104\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5bfe\u3057\u3066\u30017000\u4e07\u304b\u3089160\u5104\u4ee5\u4e0a\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1702\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Chinchilla: \u4e88\u7b97\u5185\u3067\u6700\u9069\u306a\u5de8\u5927\u8a00\u8a9e\u30e2\u30c7\u30eb&#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":[170,278,567],"class_list":["post-1702","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gigantic-language-model","tag-nlp","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1702","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=1702"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1702\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1702"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1702"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1702"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}