{"id":4555,"date":"2024-03-11T05:50:00","date_gmt":"2024-03-10T20:50:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4555"},"modified":"2024-03-11T05:50:00","modified_gmt":"2024-03-10T20:50:00","slug":"divide-or-conquer-which-part-should-you-distill-your-llm","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4555","title":{"rendered":"Divide-or-Conquer? Which Part Should You Distill Your LLM?"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Divide-or-Conquer? Which Part Should You Distill Your LLM?&nbsp;<\/strong>[40.6]<br>\u6211\u3005\u306f\u3001\u63a8\u8ad6\u30bf\u30b9\u30af\u3092\u554f\u984c\u5206\u89e3\u30d5\u30a7\u30fc\u30ba\u3068\u554f\u984c\u89e3\u6c7a\u30d5\u30a7\u30fc\u30ba\u306b\u5206\u5272\u3059\u308b\u540c\u69d8\u306e\u6226\u7565\u3092\u8003\u6848\u3057,\u3053\u306e\u6226\u7565\u304c\u5358\u4e00\u6bb5\u968e\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.15000v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.15000v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 22 Feb 2024 22:28:46 GMT)<\/li>\n\n\n\n<li>\u4e00\u56de\u3067\u7b54\u3048\u3092\u5c0e\u304f\u306e\u3067\u306f\u306a\u304f\u3001\u554f\u984c\u3092\u5206\u89e3\u3057\u305f\u3046\u3048\u3067LLM\u306b\u7b54\u3048\u3055\u305b\u308b\u6226\u7565\u306e\u307b\u3046\u304c\u826f\u3044\u7d50\u679c\u306b\u306a\u308b\u3068\u3044\u3046\u5831\u544a\u3002CoT\u306a\u308aToT\u306a\u308aSelf verification\u306a\u308a\u3001\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7684\u52d5\u4f5c\u306e\u52b9\u679c\u3092\u898b\u308b\u3068\u305d\u3046\u306a\u3093\u3060\u308d\u3046\u3068\u7d0d\u5f97\u611f\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems\u00a0<\/strong>[80.5]<br>\u672c\u7814\u7a76\u3067\u306f,Large Language Model (LLM) \u306e\u547c\u3073\u51fa\u3057\u56de\u6570\u304c1\u5c64\u6295\u7968\u30b7\u30b9\u30c6\u30e0\u306e\u6027\u80fd\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u3053\u306e\u975e\u5358\u8abf\u6027\u306f,\u30bf\u30b9\u30af\u5185\u306e\u554f\u5408\u305b\u306e\u96e3\u3057\u3055\u306e\u591a\u69d8\u6027\u306b\u8d77\u56e0\u3059\u308b\u3068\u8003\u3048\u3089\u308c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.02419v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.02419v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 4 Mar 2024 19:12:48 GMT)<\/li>\n\n\n\n<li>\u3053\u306e\u8ad6\u6587\u3082\u9762\u767d\u304b\u3063\u305f\u3002\u8907\u6570\u306eAPI call\uff08LLM\u5229\u7528\uff09\u306b\u3088\u3063\u3066\u6027\u80fd\u304c\u4e0a\u304c\u308b\u304b\u306f\u30bf\u30b9\u30af\u306b\u4f9d\u5b58\u3059\u308b\u3068\u3044\u3046\u5185\u5bb9\u3002\u305f\u3060\u3057\u3001\u4e26\u5217\u306b\u52d5\u4f5c\u3059\u308b\u74b0\u5883\u3092\u60f3\u5b9a\u3057\u3066\u3044\u308b\u3088\u3046\u306a\u306e\u3067\u4e0a\u8a18\u3068\u306f\u4f7f\u3044\u65b9\u304c\u304b\u306a\u308a\u7570\u306a\u308b\u3002<\/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],"class_list":["post-4555","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\/4555","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=4555"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4555\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4555"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4555"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}