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Vaibhav3311v/deberta-pii-owndlp
deberta-pii-owndlp is a token classification model from Vaibhav3311v. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.
Fine-tuned DeBERTa-v3-base model for PII detection, with specific tuning for Indian identifiers: Aadhaar, PAN, GSTIN, IFSC, and RuPay credit cards, along with standard PII categories (names, emails, phone numbers, add…
Downloads · 30 days
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32% of all-time downloads
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.safetensors368 MB · 98%
From the Hugging Face model README
Fine-tuned DeBERTa-v3-base model for PII detection, with specific tuning for Indian identifiers: Aadhaar, PAN, GSTIN, IFSC, and RuPay credit cards, along with standard PII categories (names, emails, phone numbers, addresses, etc).
Verified via manual sanity checks on real test sentences containing these entity types, with confidence scores of 0.90+ across all categories.