{"id":3420,"date":"2023-06-12T05:23:00","date_gmt":"2023-06-11T20:23:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3420"},"modified":"2023-06-12T05:23:00","modified_gmt":"2023-06-11T20:23:00","slug":"instructzero","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3420","title":{"rendered":"InstructZero"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models\u00a0<\/strong>[117.9]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u547d\u4ee4\u5f93\u8005\u3067\u3042\u308b\u304c\u3001\u7570\u306a\u308b\u72b6\u6cc1\u306b\u6700\u9069\u306a\u547d\u4ee4\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3042\u308b\u3002 \u6211\u3005\u306f,\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u306b\u9069\u7528\u3057\u305f\u4f4e\u6b21\u5143\u30bd\u30d5\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6700\u9069\u5316\u3057,\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9LLM\u306e\u547d\u4ee4\u3092\u751f\u6210\u3059\u308b\u3002 InstructZero \u306f,\u69d8\u3005\u306a\u4e0b\u6d41\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066 SOTA \u81ea\u52d5\u547d\u4ee4\u624b\u6cd5\u3088\u308a\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2306.03082v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2306.03082v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 5 Jun 2023 17:55:22 GMT)<\/li>\n\n\n\n<li>\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u81ea\u52d5\u3067\u6539\u5584\u3059\u308b\u53d6\u308a\u7d44\u307f\u3001\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306aLLM\uff08GPT-4\u306a\u3069\uff09\u306b\u5bfe\u3057\u3066\u76f4\u63a5\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6700\u9069\u5316\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306aLLM\u3092\u4f75\u7528\u3059\u308b\u4e8b\u304c\u7279\u5fb4\u7684\u3002<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2211.01910v1\">Fugu-MT \u8ad6\u6587\u7ffb\u8a33(\u6982\u8981): Large Language Models Are Human-Level Prompt Engineers (fugumt.com)<\/a>\u3092\u4e0a\u56de\u308b\u7d50\u679c<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Lichang-Chen\/InstructZero\">GitHub &#8211; Lichang-Chen\/InstructZero: Official Implementation of InstructZero; the first framework to optimize bad prompts of ChatGPT(API LLMs) and finally obtain good prompts!<\/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":[223,313],"class_list":["post-3420","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-prompt"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3420","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=3420"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3420\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3420"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3420"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3420"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}