{"id":32073,"date":"2024-12-31T08:30:33","date_gmt":"2024-12-31T07:30:33","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/how-to-generate-text-dataset-using-llama-3-1-synthetic\/"},"modified":"2024-12-31T08:30:33","modified_gmt":"2024-12-31T07:30:33","slug":"how-to-generate-text-dataset-using-llama-3-1-synthetic","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/how-to-generate-text-dataset-using-llama-3-1-synthetic\/","title":{"rendered":"How To Generate Text Dataset Using LLama 3.1? [Synthetic]"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>So I am working on my semester mini-project. It\u2019s titled &#8220;Indianism Detection in Texts Using Machine Learning&#8221; (yeah, I just randomly made it up during idea submissions). Now the problem is, there\u2019s no such dataset for this in the entire world. To counter this, I came up with a pipeline to convert a normal (correct) English phrase into English with Indianisms using my local LLama 3.1 and then save both the correct and converted sentences into a dataset with labels, respectively.<\/p>\n<p>I also created a simple pipeline for it (a kind of constitutional AI) but can\u2019t seem to get any good responses. Could anyone suggest something better? (I\u2019m 6 days away from the project submission deadline.)<\/p>\n<p>I explained the current pipeline in this GitHub repo\u2019s README. Check it out:<br \/> <a href=\"https:\/\/github.com\/iamDyeus\/Synthetica\">https:\/\/github.com\/iamDyeus\/Synthetica<\/a><\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/dyeusyt\"> \/u\/dyeusyt <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1hq9agg\/how_to_generate_text_dataset_using_llama_31\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1hq9agg\/how_to_generate_text_dataset_using_llama_31\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-32073 jlk' href='javascript:void(0)' data-task='like' data-post_id='32073' 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-32073 lc'>0<\/span><\/a><\/div><\/div> <div class='status-32073 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>So I am working on my semester mini-project. It\u2019s titled &#8220;Indianism Detection in Texts Using Machine Learning&#8221;&#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-32073","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\/32073","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=32073"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/32073\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=32073"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=32073"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=32073"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}