{"id":14480,"date":"2023-01-01T08:26:38","date_gmt":"2023-01-01T07:26:38","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/synthetic-datasetgpt-a-command-line-tool-to-generate-datasets-by-inferencing-llms-at-scale-it-can-even-make-two-chatgpt-agents-talk-with-one-another\/"},"modified":"2023-01-01T08:26:38","modified_gmt":"2023-01-01T07:26:38","slug":"synthetic-datasetgpt-a-command-line-tool-to-generate-datasets-by-inferencing-llms-at-scale-it-can-even-make-two-chatgpt-agents-talk-with-one-another","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/synthetic-datasetgpt-a-command-line-tool-to-generate-datasets-by-inferencing-llms-at-scale-it-can-even-make-two-chatgpt-agents-talk-with-one-another\/","title":{"rendered":"[Synthetic] DatasetGPT &#8211; A Command-line Tool To Generate Datasets By Inferencing LLMs At Scale. It Can Even Make Two ChatGPT Agents Talk With One Another."},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>GitHub: <a href=\"https:\/\/github.com\/radi-cho\/datasetGPT\">https:\/\/github.com\/radi-cho\/datasetGPT<\/a><\/p>\n<p>It can generate texts by varying input parameters and using multiple backends. But, personally, the conversations dataset generation is my favorite: It can produce dialogues between two ChatGPT agents.<\/p>\n<p>Possible use cases may include:<\/p>\n<p>  Constructing textual corpora to train\/fine-tune detectors for content written by AI. Collecting datasets of LLM-produced conversations for research purposes, analysis of AI performance\/impact\/ethics, etc. Automating a task that a LLM can handle over big amounts of input texts. For example, using GPT-3 to summarize 1000 paragraphs with a single CLI command. Leveraging APIs of especially big LLMs to produce diverse texts for a specific task and then fine-tune a smaller model with them.  <\/p>\n<p>What would you use it for?<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/radi-cho\"> \/u\/radi-cho <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/11vdhrb\/synthetic_datasetgpt_a_commandline_tool_to\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/11vdhrb\/synthetic_datasetgpt_a_commandline_tool_to\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-14480 jlk' href='javascript:void(0)' data-task='like' data-post_id='14480' 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-14480 lc'>0<\/span><\/a><\/div><\/div> <div class='status-14480 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>GitHub: https:\/\/github.com\/radi-cho\/datasetGPT It can generate texts by varying input parameters and using multiple backends. But, personally, the&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-14480","post","type-post","status-publish","format-standard","hentry","category-othernonsense","wpcat-7-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/14480","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"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=14480"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/14480\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=14480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=14480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=14480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}