{"id":5126,"date":"2024-07-08T06:23:00","date_gmt":"2024-07-07T21:23:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5126"},"modified":"2024-07-08T06:23:00","modified_gmt":"2024-07-07T21:23:00","slug":"scaling-synthetic-data-creation-with-1000000000-personas","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5126","title":{"rendered":"Scaling Synthetic Data Creation with 1,000,000,000 Personas"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Scaling Synthetic Data Creation with 1,000,000,000 Personas\u00a0<\/strong>[31.5]<br>\u79c1\u305f\u3061\u306f\u3001Web\u30c7\u30fc\u30bf\u304b\u3089\u81ea\u52d5\u7684\u306b\u30ad\u30e5\u30ec\u30fc\u30c8\u3055\u308c\u305f10\u5104\u306e\u591a\u69d8\u306a\u30da\u30eb\u30bd\u30ca\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u3042\u308bPersona Hub\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u3053\u306e10\u5104\u306e\u30da\u30eb\u30bd\u30ca(\u4e16\u754c\u306e\u4eba\u53e3\u306e13%)\u306f\u3001\u4e16\u754c\u306e\u77e5\u8b58\u306e\u5206\u6563\u30ad\u30e3\u30ea\u30a2\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u30ab\u30d7\u30bb\u30eb\u5316\u3055\u308c\u305f\u307b\u307c\u5168\u3066\u306e\u8996\u70b9\u306b\u5230\u9054\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u30da\u30eb\u30bd\u30ca\u99c6\u52d5\u306e\u30c7\u30fc\u30bf\u5408\u6210\u306f\u3001\u6c4e\u7528\u7684\u3067\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u3001\u67d4\u8edf\u6027\u304c\u3042\u308a\u3001\u4f7f\u3044\u3084\u3059\u304f\u3001\u5408\u6210\u30c7\u30fc\u30bf\u4f5c\u6210\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u8df5\u306b\u304a\u3051\u308b\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u3092\u4fc3\u9032\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.20094v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.20094v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 28 Jun 2024 17:59:01 GMT)<\/li>\n\n\n\n<li>\u591a\u69d8\u306a\u30da\u30eb\u30bd\u30ca\u3092\u7528\u3044\u305f\u5408\u6210\u30c7\u30fc\u30bf\u751f\u6210\u624b\u6cd5\u306e\u63d0\u6848\u3002\u5408\u6210\u30c7\u30fc\u30bf\u3092\u4f5c\u308b\u305f\u3081\u306b\u591a\u69d8\u306a\u30da\u30eb\u30bd\u30ca\u3092\u4f7f\u3046\u3068\u3044\u3046\u306e\u306f\u78ba\u304b\u306b\u6709\u52b9\u305d\u3046\u3002\u8ad6\u6587\u3067\u306f\u300cour approach allows a 7B LLM to achieve 65% on MATH, matching the performance of gpt-4-turbo-preview\u300d\u3068\u4e3b\u5f35\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/tencent-ailab\/persona-hub\">GitHub &#8211; tencent-ailab\/persona-hub<\/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":[223,225,390],"class_list":["post-5126","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-llm-based-human-simulation","tag-synthetic-data"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5126","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=5126"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5126\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5126"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5126"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5126"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}