bert-tiny-tuned-12260146

This model is a fine-tuned version of prajjwal1/bert-tiny on the ai4privacy/pii-masking-400k dataset.

Training Details

  • Task: TOKEN_CLS
  • Columns: Input: source_text Output: privacy_mask
  • Rows: Start: 0 End: 20000
  • Epochs: 1
  • 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']

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Dataset used to train broadfield-dev/bert-tiny-tuned-12260146

Evaluation results