{"id":6009,"date":"2025-01-08T04:20:00","date_gmt":"2025-01-07T19:20:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6009"},"modified":"2025-01-08T04:20:00","modified_gmt":"2025-01-07T19:20:00","slug":"do-not-think-that-much-for-23-on-the-overthinking-of-o1-like-llms","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6009","title":{"rendered":"Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs\u00a0<\/strong>[76.4]<br>o1\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u306f\u3001\u63a8\u8ad6\u4e2d\u306b\u4eba\u9593\u306e\u3088\u3046\u306a\u9577\u6642\u9593\u306e\u601d\u8003\u3092\u30a8\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u672c\u8ad6\u6587\u306f,\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u904e\u5ea6\u306a\u8003\u5bdf\u306e\u8ab2\u984c\u306b\u95a2\u3059\u308b,\u6700\u521d\u306e\u5305\u62ec\u7684\u7814\u7a76\u3067\u3042\u308b\u3002 \u7cbe\u5ea6\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u3001\u904e\u5270\u601d\u8003\u3092\u7de9\u548c\u3057\u3001\u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u3092\u5408\u7406\u5316\u3059\u308b\u305f\u3081\u306e\u6226\u7565\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.21187v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.21187v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 30 Dec 2024 18:55:12 GMT)<\/li>\n\n\n\n<li>\u300cThis paper presents the first comprehensive study on the prevalent issue of overthinking in these models, where excessive computational resources are allocated for simple problems with minimal benefit.\u300d\u3068overthinking\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u8208\u5473\u6df1\u3044\u8ad6\u6587\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":[232,283,298],"class_list":["post-6009","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-lrm","tag-o1","tag-overthinking"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6009","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=6009"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6009\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6009"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}