{"id":190204,"date":"2024-05-27T14:24:30","date_gmt":"2024-05-27T19:24:30","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/05\/paper-page-grokked-transformers-are-implicit-reasoners-a-mechanistic-journey-to-the-edge-of-generalization"},"modified":"2024-05-27T14:24:30","modified_gmt":"2024-05-27T19:24:30","slug":"paper-page-grokked-transformers-are-implicit-reasoners-a-mechanistic-journey-to-the-edge-of-generalization","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/05\/paper-page-grokked-transformers-are-implicit-reasoners-a-mechanistic-journey-to-the-edge-of-generalization","title":{"rendered":"Paper page \u2014 Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/paper-page-grokked-transformers-are-implicit-reasoners-a-mechanistic-journey-to-the-edge-of-generalization2.jpg\"><\/a><\/p>\n<p>Grokked Transformers are Implicit Reasoners.<\/p>\n<p>A mechanistic journey to the edge of generalization.<\/p>\n<p>We study whether transformers can learn to implicitly reason over parametric knowledge, a skill that even the most capable language models struggle with.<\/p>\n<hr>\n<p>Join the discussion on this paper page.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Grokked Transformers are Implicit Reasoners. A mechanistic journey to the edge of generalization. We study whether transformers can learn to implicitly reason over parametric knowledge, a skill that even the most capable language models struggle with. Join the discussion on this paper page.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-190204","post","type-post","status-publish","format-standard","hentry","category-futurism"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/190204","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=190204"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/190204\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=190204"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=190204"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=190204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}