{"id":17436,"date":"2023-04-17T21:27:11","date_gmt":"2023-04-17T19:27:11","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/anthropic-rlhf-dataset-human-preference-data-errors-i-found\/"},"modified":"2023-04-17T21:27:11","modified_gmt":"2023-04-17T19:27:11","slug":"anthropic-rlhf-dataset-human-preference-data-errors-i-found","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/anthropic-rlhf-dataset-human-preference-data-errors-i-found\/","title":{"rendered":"Anthropic RLHF Dataset: Human Preference Data (+ Errors I Found)"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hello friends!<\/p>\n<p>I recently found this RLHF-style dataset while browsing Hugging Face Datasets. With Reinforcement Learning from Human Feedback (RLHF) becoming the primary way to train AI assistants, it\u2019s great to see organizations like <a href=\"https:\/\/www.anthropic.com\/\">Anthropic<\/a> making their RLHF dataset publicly available (released as: <a href=\"https:\/\/huggingface.co\/datasets\/Anthropic\/hh-rlhf\">hh-rlhf<\/a>). <\/p>\n<p>Like other RLHF datasets, every example in this one includes an input prompt and two outputs generated by the LLM: a chosen output and a rejected output, where a human-rater preferred the former over the latter.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/cmauck10\"> \/u\/cmauck10 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/12ptimn\/anthropic_rlhf_dataset_human_preference_data\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/12ptimn\/anthropic_rlhf_dataset_human_preference_data\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-17436 jlk' href='javascript:void(0)' data-task='like' data-post_id='17436' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-17436 lc'>0<\/span><\/a><\/div><\/div> <div class='status-17436 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hello friends! I recently found this RLHF-style dataset while browsing Hugging Face Datasets. With Reinforcement Learning from&#8230;<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-17436","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/17436","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=17436"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/17436\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=17436"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=17436"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=17436"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}