{"id":5803,"date":"2024-12-05T04:26:00","date_gmt":"2024-12-04T19:26:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5803"},"modified":"2024-12-05T04:26:00","modified_gmt":"2024-12-04T19:26:00","slug":"redpajama-an-open-dataset-for-training-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5803","title":{"rendered":"RedPajama: an Open Dataset for Training Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>RedPajama: an Open Dataset for Training Large Language Models\u00a0<\/strong>[80.7]<br>\u6211\u3005\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u524d\u9032\u3055\u305b\u308b\u305f\u3081\u306b\u5bfe\u51e6\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u30443\u3064\u306e\u4e2d\u6838\u7684\u306a\u30c7\u30fc\u30bf\u95a2\u9023\u8ab2\u984c\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002 \u4f8b\u3048\u3070\u3001(1)\u30c7\u30fc\u30bf\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30d7\u30ed\u30bb\u30b9\u3001(2)\u5927\u91cf\u306e\u9ad8\u54c1\u8cea\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3001(3)\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u5206\u6790\u306e\u305f\u3081\u306e\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u306a\u3069\u3067\u3042\u308b\u3002 LLaMA\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30aa\u30fc\u30d7\u30f3\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308bRedPajama-V1\u3068\u3001\u751f\u306e\u672a\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3068\u54c1\u8cea\u4fe1\u53f7\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089\u306a\u308b\u5de8\u5927\u306aWeb\u5c02\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bRedPajama-V2\u3092\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2411.12372v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.12372v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 19 Nov 2024 09:35:28 GMT)<\/li>\n\n\n\n<li>RedPajama\u306e\u8ad6\u6587<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/togethercomputer\/RedPajama-Data\">GitHub &#8211; togethercomputer\/RedPajama-Data: The RedPajama-Data repository contains code for preparing large datasets for training large language models.<\/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":[491],"class_list":["post-5803","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-491"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5803","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=5803"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5803\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}