Update README.md

README.md

@@ -64,4 +64,18 @@ The following hyperparameters were used during training:
 - Transformers 4.27.1
 - Pytorch 2.4.1+cu121
 - Datasets 2.9.0
-- Tokenizers 0.13.3
+- Tokenizers 0.13.3
+
+## How to use
+
+```py
+from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline
+
+ckpt = 'pistachio7/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}]
+```