Update README.md

README.md

@@ -52,7 +52,28 @@ model-index:
       type: f1
       value: 0.9724
 ---
+this model based on roberta model that trained with minds-14 dataset, only trained in english version : enUS + enAU + enGB
 
+the intent_classes available:
+```python
+intent_classes = {
+    0: 'abroad',
+    1: 'address',
+    2: 'app_error',
+    3: 'atm_limit',
+    4: 'balance',
+    5: 'business_loan',
+    6: 'card_issues',
+    7: 'cash_deposit',
+    8: 'direct_debit',
+    9: 'freeze',
+    10: 'high_value_payment',
+    11: 'joint_account',
+    12: 'latest_transactions',
+    13: 'pay_bill'
+}
+```
+example of using model to classify intent:
 ```python
 >>> from transformers import pipeline
 
@@ -63,4 +84,8 @@ text = "hi what's the maximum amount of money I can withdraw from" # Replace wit
 
 prediction = classifier(text)
 prediction
+```
+example output:
+```python
+[{'label': 'LABEL_3', 'score': 0.9933607578277588}]
 ```