{"id":3712,"date":"2023-08-21T06:39:00","date_gmt":"2023-08-20T21:39:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3712"},"modified":"2023-08-21T06:39:00","modified_gmt":"2023-08-20T21:39:00","slug":"platypus","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3712","title":{"rendered":"Platypus"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Platypus: Quick, Cheap, and Powerful Refinement of LLMs\u00a0<\/strong>[10.2]<br>\u30d7\u30e9\u30c6\u30a3\u30d1\u30b9(\u82f1: Platypus)\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(Large Language Models)\u306e\u30d5\u30a1\u30df\u30ea\u30fc\u3067\u3042\u308b\u3002 13B Platypus\u30e2\u30c7\u30eb\u306f\u3001$textita single$ A100 GPU\u30675\u6642\u9593\u306725k\u306e\u8cea\u554f\u3092\u4f7f\u3063\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2308.07317v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2308.07317v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 14 Aug 2023 17:59:56 GMT)<\/li>\n\n\n\n<li>HuggingFace\u306eOpen LLM Leaderboard\u3067\u73fe\u72b6\u30c8\u30c3\u30d7\u306eLLM\u306b\u95a2\u3059\u308b\u8ad6\u6587\u3002fine-tuned variant of LLaMa-2\u3067\u3042\u308b\u304c\u300113B model\u304cA100(80GB)\u00d71\u30675\u6642\u9593\u300170B model \u3082A100(80GB)\u00d74\u306722 \u6642\u9593\u3067fine tuning\u3067\u304d\u305f\u3068\u3044\u3046\u306e\u306f\u8208\u5473\u6df1\u3044\u3002\u975e\u5e38\u306b\u52b9\u7387\u7684\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/platypus-llm.github.io\/\">Platypus (platypus-llm.github.io)<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u5148\u9031\u306f\u30a2\u30ea\u30d0\u30d0\u306e<a href=\"https:\/\/github.com\/QwenLM\/Qwen-7B\/blob\/main\/README_JA.md\">Qwen-7B\/README_JA.md at main \u00b7 QwenLM\/Qwen-7B \u00b7 GitHub<\/a>\uff08\u30e9\u30a4\u30bb\u30f3\u30b9\u306fLlama2\u4f3c\u3066\u3044\u3066\u4e00\u5b9a\u30e6\u30fc\u30b6\u6570\u3092\u8d85\u3048\u308b\u5546\u7528\u5229\u7528\u306f\u5225\u9014\u306e\u6271\u3046\u3068\u306a\u308b\uff09\u3084\u677e\u5c3e\u7814\u306e<a href=\"https:\/\/www.t.u-tokyo.ac.jp\/press\/pr2023-08-18-001\">\u6771\u4eac\u5927\u5b66\u677e\u5c3e\u7814\u7a76\u5ba4 100\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u30fb\u65e5\u82f12\u30f6\u56fd\u8a9e\u5bfe\u5fdc\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u201cWeblab-10B\u201d\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u516c\u958b \u2015\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u65e5\u672c\u8a9e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u6700\u9ad8\u6c34\u6e96\u2015\uff5c\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9 | UTokyo-Eng (u-tokyo.ac.jp)<\/a>\uff08\u30e9\u30a4\u30bb\u30f3\u30b9\u306fCC BY-NC\uff09\u306a\u3069\u65e5\u672c\u8a9e\u304c\u4f7f\u7528\u53ef\u80fd\u306aLLM\u306e\u516c\u958b\u304c\u3055\u308c\u305f\u3002\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u69d8\u3005\u3067\u3042\u308b\u304c\u5c11\u306a\u304f\u3068\u3082\u7814\u7a76\u7528\u9014\u3067\u3042\u308c\u3070\u304b\u306a\u308a\u81ea\u7531\u306b\u4f7f\u3048\u308b\u305f\u3081\u975e\u5e38\u306b\u3042\u308a\u304c\u305f\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5148\u9031\u306f\u30a2\u30ea\u30d0\u30d0\u306eQwen-7B\/README_JA.md at main \u00b7 QwenLM\/Qwen-7B \u00b7 GitHub\uff08\u30e9\u30a4\u30bb\u30f3\u30b9\u306fLlama2\u4f3c\u3066\u3044\u3066\u4e00\u5b9a\u30e6\u30fc\u30b6\u6570\u3092\u8d85\u3048\u308b\u5546\u7528\u5229\u7528\u306f\u5225\u9014\u306e\u6271\u3046\u3068\u306a\u308b\uff09\u3084\u677e\u5c3e\u7814\u306e\u6771\u4eac &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=3712\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Platypus&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223],"class_list":["post-3712","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3712","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=3712"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3712\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3712"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3712"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3712"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}