{"id":7198,"date":"2025-08-07T05:58:00","date_gmt":"2025-08-06T20:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7198"},"modified":"2025-07-27T13:34:23","modified_gmt":"2025-07-27T04:34:23","slug":"megascience-pushing-the-frontiers-of-post-training-datasets-for-science-reasoning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7198","title":{"rendered":"MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning\u00a0<\/strong>[24.7]<br>1k\u306e\u5927\u5b66\u30ec\u30d9\u30eb\u306e\u6559\u79d1\u66f8\u304b\u3089\u62bd\u51fa\u3057\u305f\u771f\u6b63\u306a\u53c2\u7167\u56de\u7b54\u3092\u7279\u5fb4\u3068\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308bTextbookReasoning\u3092\u63d0\u6848\u3059\u308b\u3002 \u79c1\u305f\u3061\u306f\u3001\u5408\u8a08125\u4e07\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304b\u3089\u306a\u308b\u9ad8\u54c1\u8cea\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5927\u898f\u6a21\u306a\u6df7\u5408\u3067\u3042\u308bMegaScience\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u5b9f\u9a13\u306b\u3088\u308a,\u6211\u3005\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3088\u308a\u7c21\u6f54\u306a\u5fdc\u7b54\u9577\u3067\u512a\u308c\u305f\u6027\u80fd\u3068\u8a13\u7df4\u52b9\u7387\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.16812v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.16812v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 22 Jul 2025 17:59:03 GMT)<\/li>\n\n\n\n<li>\u300cWe present TEXTBOOKREASONING and MEGASCIENCE, two datasets that advance the frontier in the scientific domain by enabling base models to outperform official instruct models on scientific tasks when fine-tuned with our data.\u300d<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/GAIR-NLP\/MegaScience\">GAIR-NLP\/MegaScience: MegaScience: Pushing the Frontiers of Post-Training Datasets for Science Reasoning<\/a>\u3001<a href=\"https:\/\/huggingface.co\/MegaScience\">MegaScience (MegaScience)<\/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":[491,623],"class_list":["post-7198","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-491","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7198","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=7198"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7198\/revisions"}],"predecessor-version":[{"id":7199,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7198\/revisions\/7199"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7198"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7198"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7198"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}