pii-detection-model

PII Detection Model

This model is fine-tuned for detecting Personally Identifiable Information (PII) in text.

Detected PII Types

• Names
• Email addresses
• Phone numbers
• Aadhaar numbers
• PAN cards
• Credit card numbers

Usage

from transformers import pipeline

# Load the model
pii_pipe = pipeline(
    "token-classification",
    model="Dombara/pii-detection-model",
    aggregation_strategy="simple"
)

# Detect PII
text = "Contact John Doe at [email protected] or 9876543210"
results = pii_pipe(text)
print(results)

Model Details

• Base model: DeBERTa
• Fine-tuned for PII detection
• Supports English text