{"id":7020,"date":"2025-07-10T05:38:00","date_gmt":"2025-07-09T20:38:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7020"},"modified":"2025-06-28T22:44:01","modified_gmt":"2025-06-28T13:44:01","slug":"fineweb2-one-pipeline-to-scale-them-all-adapting-pre-training-data-processing-to-every-language","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7020","title":{"rendered":"FineWeb2: One Pipeline to Scale Them All &#8212; Adapting Pre-Training Data Processing to Every Language\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>FineWeb2: One Pipeline to Scale Them All &#8212; Adapting Pre-Training Data Processing to Every Language\u00a0<\/strong>[48.8]<br>\u6211\u3005\u306f\u3001FineWeb\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u3001\u65b0\u3057\u3044\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30ad\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u5c0e\u5165\u3059\u308b\u3002 \u6211\u3005\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3001\u4ee5\u524d\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3088\u308a\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u3092\u751f\u6210\u3059\u308b\u975e\u82f1\u8a9e\u30b3\u30fc\u30d1\u30b9\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u7d04100\u306eCommon Crawl\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u30661000\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u62e1\u5f35\u3057\u3001\u65b0\u305f\u306b20\u30c6\u30e9\u30d0\u30a4\u30c8(50\u5104\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8)\u306e\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bFinWeb2\u3092\u751f\u6210\u3057\u307e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.20920v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.20920v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 26 Jun 2025 01:01:47 GMT)<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u3001\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u3001\u9ad8\u54c1\u8cea\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u63d0\u6848\u3002\u91cd\u8907\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc\u3084\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306b\u3088\u3063\u3066\u4ed6\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3088\u308a\u3082\u52b9\u7387\u7684\u306a\u5b66\u7fd2\u304c\u53ef\u80fd\u3068\u306e\u3053\u3068<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/huggingface\/fineweb-2\">GitHub &#8211; huggingface\/fineweb-2<\/a>\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f<a href=\"https:\/\/huggingface.co\/datasets\/HuggingFaceFW\/fineweb-2\">HuggingFaceFW\/fineweb-2 \u00b7 Datasets at Hugging Face<\/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-7020","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\/7020","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=7020"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7020\/revisions"}],"predecessor-version":[{"id":7021,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7020\/revisions\/7021"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7020"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7020"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7020"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}