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bert-small-ner-pii-tuned-12261022 – AI Model by broadfield-dev | AlphaNeural AI

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bert-small-ner-pii-tuned-12261022

This model is a fine-tuned version of broadfield-dev/bert-small-ner-pii on the ai4privacy/pii-masking-400k dataset.

Training Details

Task: TOKEN_CLS
Columns: Input: source_text Output: privacy_mask
Rows: Start: 5000 End: 15000
Epochs: 2
Learning Rate: 2e-05
Gradient Accumulation Steps: 4

Entity Labels

['ACCOUNTNUM', 'BUILDINGNUM', 'CITY', 'CREDITCARDNUMBER', 'DATEOFBIRTH', 'DRIVERLICENSENUM', 'EMAIL', 'GIVENNAME', 'IDCARDNUM', 'O', 'PASSWORD', 'SOCIALNUM', 'STREET', 'SURNAME', 'TAXNUM', 'TELEPHONENUM', 'USERNAME', 'ZIPCODE']