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README.md

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+---
+license: apache-2.0
+tags:
+- token-classification
+- pii-detection
+- privacy
+- named-entity-recognition
+language:
+- en
+pipeline_tag: token-classification
+---
+
+# 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
+
+```python
+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