Update README.md

README.md

@@ -17,4 +17,15 @@ pipeline_tag: token-classification
 - Online presence: URL, usernames, and passwords
 - Other sensitive data: SSN, vehicle VIN and VRM, phone IMEI, and nearby GPS coordinates
 
-The PII Identifier Model ensures data privacy and compliance by effectively detecting and categorizing sensitive information within documents, emails, user-generated content, and more. Make your data processing safer and more secure with our state-of-the-art PII detection technology.
+The PII Identifier Model ensures data privacy and compliance by effectively detecting and categorizing sensitive information within documents, emails, user-generated content, and more. Make your data processing safer and more secure with our state-of-the-art PII detection technology.
+
+How to do Inference :
+
+```
+from transformers import pipeline
+gen = pipeline("token-classification", "lakshyakh93/deberta_finetuned_pii", device=-1)
+
+text = "My name is John and I live in California."
+output = gen(text, aggregation_strategy="first")
+```
+