Contact william (at) integrinet [dot] org Piiranha v1: Protect your personal information! Piiranha (cc by nc nd 4.0 license) 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% . Piiranha is especially accurate at detecting passwords, emails (100%), phone numbers, and usernames. Performance on PII vs. Non PII classification task: Precision: 98.48% (98.48% of tokens classified as PII are actually PII) Recall: 98.27% (correctly identifies 98.27% of PII tokens) Specificity: 99.84% (correctly identifies 99.84% of Non PII tokens) Piiranha was trained on H100 GPUs generously sponsored by the Akash Network Total downloads: 1.118 million and counting! Model Description Piiranha is a fine tuned version of microsoft/mdeberta v3 base. The context length is 256 Deberta tokens. If your text is longer than that, just split it up. Supported languages: English, Spanish, French, German, Italian, Dutch Supported PII types: Account Number, Building Number, City, Credit Card Number, Date of Birth, Driver's License, Email, First Name, Last Name, ID Card, Password,…
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