{"id":6372,"date":"2025-03-17T04:20:00","date_gmt":"2025-03-16T19:20:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6372"},"modified":"2025-03-17T04:20:00","modified_gmt":"2025-03-16T19:20:00","slug":"llm-post-training-a-deep-dive-into-reasoning-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6372","title":{"rendered":"LLM Post-Training: A Deep Dive into Reasoning Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LLM Post-Training: A Deep Dive into Reasoning Large Language Models\u00a0<\/strong>[131.1]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLMs) \u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u72b6\u6cc1\u3092\u5909\u3048\u3001\u591a\u69d8\u306a\u5fdc\u7528\u3092\u3082\u305f\u3089\u3057\u305f\u3002 \u30dd\u30b9\u30c8\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u306b\u3088\u308a\u3001LLM\u306f\u77e5\u8b58\u3092\u6d17\u7df4\u3055\u305b\u3001\u63a8\u8ad6\u3092\u6539\u5584\u3057\u3001\u4e8b\u5b9f\u306e\u6b63\u78ba\u6027\u3092\u9ad8\u3081\u3001\u30e6\u30fc\u30b6\u306e\u610f\u56f3\u3084\u502b\u7406\u7684\u914d\u616e\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u6574\u5408\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2502.21321v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2502.21321v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 28 Feb 2025 18:59:54 GMT)<\/li>\n\n\n\n<li>LRM\u3067\u3082\u6ce8\u76ee\u3055\u308c\u308bPost training\u95a2\u9023\u306e\u30b5\u30fc\u30d9\u30a4\u3001Fine-tuning, Reinforcement Learning, Test-time Scaling\u304c\u5927\u304d\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/mbzuai-oryx\/Awesome-LLM-Post-training\">GitHub &#8211; mbzuai-oryx\/Awesome-LLM-Post-training: Awesome Reasoning LLM Tutorial\/Survey\/Guide<\/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":[232,307,387],"class_list":["post-6372","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-lrm","tag-post-training","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6372","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=6372"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6372\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6372"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6372"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6372"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}