Update README.md

README.md

@@ -10,4 +10,18 @@ widget:
 - text: "How long until my transfer goes through?"
 ---
 # distilroberta-base fine-tuned on banking77 dataset for intent classification
-Test set accuray: 0.896
+Test set accuray: 0.896
+
+## How to use
+
+```py
+from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline
+
+ckpt = 'mrm8488/distilroberta-finetuned-banking77'
+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': 0.8509947657585144}]
+```