{"id":189984,"date":"2024-05-24T13:24:13","date_gmt":"2024-05-24T18:24:13","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/05\/not-all-language-model-features-are-linear"},"modified":"2024-05-24T13:24:13","modified_gmt":"2024-05-24T18:24:13","slug":"not-all-language-model-features-are-linear","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/05\/not-all-language-model-features-are-linear","title":{"rendered":"Not All Language Model Features Are Linear"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/not-all-language-model-features-are-linear2.jpg\"><\/a><\/p>\n<p>From MIT<\/p>\n<p>Not all language model features are linear.<\/p>\n<p>Recent work has proposed the linear representation hypothesis: that language models perform computation by manipulating one-dimensional representations of concepts (\u201cfeatures\u201d) in activation space.<\/p>\n<hr>\n<p>Join the discussion on this paper page.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>From MIT Not all language model features are linear. Recent work has proposed the linear representation hypothesis: that language models perform computation by manipulating one-dimensional representations of concepts (\u201cfeatures\u201d) in activation space. 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":[8],"tags":[],"class_list":["post-189984","post","type-post","status-publish","format-standard","hentry","category-space"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/189984","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=189984"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/189984\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=189984"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=189984"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=189984"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}