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piiranha-v1-detect-personal-information

Token Classification
Transformers
Safetensors
deberta-v2
Generated from Trainer
pii
privacy
personaldata
redaction
piidetection
Model card Files
xet
Community
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  pipeline_tag: token-classification
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- # piiranha-v1
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- Piiranha is trained to detect 17 types of Personally Identifiable Information (PII) across six languages. It successfully catches 98.27% of PII tokens, with an overall classification accuracy of 99.44%.
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  Piiranha is especially accurate at detecting passwords, emails (100%), phone numbers, and usernames.
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  Supported languages: English, Spanish, French, German, Italian, Dutch
 
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  pipeline_tag: token-classification
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+ # piiranha-v1: Protect your personal information!
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+ Piiranha is trained to **detect 17 types** of Personally Identifiable Information (PII) across six languages. It successfully **catches 98.27% of PII** tokens, with an overall classification **accuracy of 99.44%**.
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  Piiranha is especially accurate at detecting passwords, emails (100%), phone numbers, and usernames.
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  Supported languages: English, Spanish, French, German, Italian, Dutch