{"id":4474,"date":"2024-02-26T04:31:00","date_gmt":"2024-02-25T19:31:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4474"},"modified":"2024-02-26T04:31:00","modified_gmt":"2024-02-25T19:31:00","slug":"glan-generalized-instruction-tuning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4474","title":{"rendered":"GLAN: Generalized Instruction Tuning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models\u00a0<\/strong>[153.1]<br>GLAN(Generalized Instruction Tuning)\u306f,Large Language Models(LLM)\u306e\u6c4e\u7528\u7684\u304b\u3064\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3067\u3042\u308b\u3002 GLAN\u306f\u3001\u4eba\u9593\u306e\u77e5\u8b58\u3068\u80fd\u529b\u306e\u4e8b\u524d\u5206\u985e\u3092\u5165\u529b\u3068\u3057\u3066\u5229\u7528\u3057\u3001\u3042\u3089\u3086\u308b\u5206\u91ce\u306b\u308f\u305f\u308b\u5927\u898f\u6a21\u306a\u5408\u6210\u6307\u5c0e\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3059\u308b\u3002 \u30b5\u30a4\u30e9\u30d0\u30b9\u306e\u5168\u30af\u30e9\u30b9\u30bb\u30c3\u30b7\u30e7\u30f3\u3067\u8a73\u8ff0\u3055\u308c\u305f\u3001\u304d\u3081\u7d30\u304b\u3044\u91cd\u8981\u306a\u6982\u5ff5\u306b\u3088\u308a\u3001\u79c1\u305f\u3061\u306f\u3001\u4eba\u9593\u306e\u77e5\u8b58\u3068\u30b9\u30ad\u30eb\u306e\u5168\u7bc4\u56f2\u306b\u308f\u305f\u3063\u3066\u5e45\u5e83\u3044\u7bc4\u56f2\u3092\u30ab\u30d0\u30fc\u3059\u308b\u591a\u69d8\u306a\u547d\u4ee4\u3092\u751f\u6210\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.13064v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.13064v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 20 Feb 2024 15:00:35 GMT)<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u306ainstruction data\u00a0\u3092LLM\u81ea\u8eab\u306b\u5408\u6210\u3055\u305b\u308b\u7814\u7a76\u3002Self-Instrct\u3084Eovlve-Instruct\u3068\u306f\u7570\u306a\u308a\u3001\u5143\u30c7\u30fc\u30bf\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u3002Mistral-7B\u3092\u30d9\u30fc\u30b9\u3068\u3057\u3066\u8907\u6570\u306e\u30bf\u30b9\u30af\u3067\u65e2\u5b58\u306e\u7d50\u679c\u3092\u4e0a\u56de\u308b\u3002\u611f\u899a\u7684\u306b\u306fstudent model\u3092\u8a13\u7df4\u3059\u308b\u84b8\u7559\u306b\u3061\u304b\u3044\u3093\u3084\u308d\u3046\u304b\u3002\u30c7\u30fc\u30bf\u3092\u4f5c\u308b\u5074\u3092\u4f55\u3089\u304b\u306e\u5f62\u3067\u4e0a\u56de\u308c\u305f\u3089\u9762\u767d\u3044\u304c\u3002\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/thegenerality.com\/agi\/\">Advancing AI for humanity | Foundation of AI (thegenerality.com)<\/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":[42,223],"class_list":["post-4474","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4474","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=4474"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4474\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4474"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4474"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4474"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}