Update README.md

README.md

@@ -68,4 +68,18 @@ The following hyperparameters were used during training:
 - Transformers 4.42.4
 - Pytorch 2.3.1+cu121
 - Datasets 2.20.0
-- Tokenizers 0.19.1
+- Tokenizers 0.19.1
+
+## How to use
+
+```py
+from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline
+
+ckpt = 'sharmax-vikas/bert-base-banking77-pt2'
+tokenizer = AutoTokenizer.from_pretrained(ckpt)
+model = AutoModelForSequenceClassification.from_pretrained(ckpt)
+
+classifier = pipeline('text-classification', tokenizer=tokenizer, model=model)
+classifier('What is the base of the exchange rates?')
+# Output: [{'label': 'exchange_rate', 'score': 0.9961327314376831}]
+```