{"id":5862,"date":"2024-12-12T05:27:00","date_gmt":"2024-12-11T20:27:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5862"},"modified":"2024-12-12T05:27:00","modified_gmt":"2024-12-11T20:27:00","slug":"redstone-curating-general-code-math-and-qa-data-for-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5862","title":{"rendered":"RedStone: Curating General, Code, Math, and QA Data for Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>RedStone: Curating General, Code, Math, and QA Data for Large Language Models\u00a0<\/strong>[134.5]<br>\u672c\u7814\u7a76\u3067\u306f,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u4e8b\u524d\u5b66\u7fd2\u3059\u308b\u305f\u3081\u306e\u5305\u62ec\u7684\u304b\u3064\u67d4\u8edf\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066,Common Crawl\u306e\u672a\u5b8c\u6210\u306e\u53ef\u80fd\u6027\u3092\u63a2\u308b\u3002 \u79c1\u305f\u3061\u306f\u3001Common Crawl\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3001\u9769\u65b0\u7684\u3067\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u3042\u308bRedStone\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.03398v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.03398v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 04 Dec 2024 15:27:39 GMT)<\/li>\n\n\n\n<li>LLM\u69cb\u7bc9\u306a\u3069\u5927\u898f\u6a21\u306a\u4e8b\u524d\u5b66\u7fd2\u3067\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u6e90\u3068\u306a\u3063\u3066\u3044\u308bCommonCrawl\u304b\u3089\u306e\u30c7\u30fc\u30bf\u69cb\u7bc9\u306b\u3064\u3044\u3066\u306e\u5831\u544a\u3068\u5b9f\u88c5\u3002\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u904e\u7a0b\u3067\u30c7\u30fc\u30bf\u304c\u5927\u5e45\u306b\u524a\u3089\u308c\u3066\u3044\u308b\u3002\u300cOur general domain dataset, REDSTONE-Web, outperforms existing open-source datasets in common sense reasoning benchmarks, while the inclusion of REDSTONE-Code and REDSTONE-Math significantly improves model performance in code generation and mathematical problem solving.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/microsoft\/redstone\">https:\/\/github.com\/microsoft\/redstone<\/a>\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f404<\/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-5862","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\/5862","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=5862"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5862\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5862"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5862"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}