{"id":4283,"date":"2023-05-09T17:40:46","date_gmt":"2023-05-09T17:40:46","guid":{"rendered":"https:\/\/billsbud.org\/?p=4283"},"modified":"2023-05-09T17:40:46","modified_gmt":"2023-05-09T17:40:46","slug":"language-models-can-explain-neurons-in-language-models","status":"publish","type":"post","link":"https:\/\/billsbud.org\/?p=4283","title":{"rendered":"Language models can explain neurons in language models"},"content":{"rendered":"<p>We use GPT-4 to automatically write explanations for the behavior of neurons in large language models and to score those explanations. We release a dataset of these (imperfect) explanations and scores for every neuron in GPT-2.<\/p>\n<p>source <a href=\"https:\/\/openai.com\/research\/language-models-can-explain-neurons-in-language-models\">https:\/\/openai.com\/research\/language-models-can-explain-neurons-in-language-models<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We use GPT-4 to automatically write explanations for the behavior of neurons in large language models and to score those explanations. We release a dataset of these (imperfect) explanations and scores for every neuron in GPT-2. source https:\/\/openai.com\/research\/language-models-can-explain-neurons-in-language-models<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-4283","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/billsbud.org\/index.php?rest_route=\/wp\/v2\/posts\/4283","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/billsbud.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/billsbud.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/billsbud.org\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/billsbud.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4283"}],"version-history":[{"count":1,"href":"https:\/\/billsbud.org\/index.php?rest_route=\/wp\/v2\/posts\/4283\/revisions"}],"predecessor-version":[{"id":4284,"href":"https:\/\/billsbud.org\/index.php?rest_route=\/wp\/v2\/posts\/4283\/revisions\/4284"}],"wp:attachment":[{"href":"https:\/\/billsbud.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/billsbud.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/billsbud.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4283"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}