{"id":31307,"date":"2024-11-04T19:27:10","date_gmt":"2024-11-04T18:27:10","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/self-promotion-open-synthetic-dataset-and-fine-tuned-models-from-gretel-ai-for-pii-phi-detection-across-diverse-data-types-on-huggingface\/"},"modified":"2024-11-04T19:27:10","modified_gmt":"2024-11-04T18:27:10","slug":"self-promotion-open-synthetic-dataset-and-fine-tuned-models-from-gretel-ai-for-pii-phi-detection-across-diverse-data-types-on-huggingface","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/self-promotion-open-synthetic-dataset-and-fine-tuned-models-from-gretel-ai-for-pii-phi-detection-across-diverse-data-types-on-huggingface\/","title":{"rendered":"[self-promotion] Open Synthetic Dataset And Fine-tuned Models From Gretel.ai For PII\/PHI Detection Across Diverse Data Types On Huggingface"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Detect PII and PHI with Gretel&#8217;s latest synthetic dataset and fine-tuned NER models \ud83d\ude80:<br \/> &#8211; 50k train \/ 5k validation \/ 5k test examples<br \/> &#8211; 40 PII\/PHI types<br \/> &#8211; Diverse real world industry contexts<br \/> &#8211; Apache 2.0<\/p>\n<p>Dataset: <a href=\"https:\/\/huggingface.co\/datasets\/gretelai\/gretel-pii-masking-en-v1\">https:\/\/huggingface.co\/datasets\/gretelai\/gretel-pii-masking-en-v1<\/a><br \/> Fine-tuned GliNER PII\/PHI models: <a href=\"https:\/\/huggingface.co\/gretelai\/gretel-gliner-bi-large-v1.0\">https:\/\/huggingface.co\/gretelai\/gretel-gliner-bi-large-v1.0<\/a><br \/> Blog \/ docs: <a href=\"https:\/\/gretel.ai\/blog\/gliner-models-for-pii-detection\">https:\/\/gretel.ai\/blog\/gliner-models-for-pii-detection<\/a><\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/meowterspace42\"> \/u\/meowterspace42 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1gjl68h\/selfpromotion_open_synthetic_dataset_and\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1gjl68h\/selfpromotion_open_synthetic_dataset_and\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-31307 jlk' href='javascript:void(0)' data-task='like' data-post_id='31307' 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-31307 lc'>0<\/span><\/a><\/div><\/div> <div class='status-31307 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Detect PII and PHI with Gretel&#8217;s latest synthetic dataset and fine-tuned NER models \ud83d\ude80: &#8211; 50k train&#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-31307","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\/31307","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=31307"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/31307\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=31307"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=31307"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=31307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}