Formatting

README.md

@@ -21,14 +21,21 @@ non-commercial use. For any users seeking commercial use of our model and genera
 ## Example usage
 
 ```
->>> from transformers import RoFormerForMaskedLM, RoFormerTokenizer, pipeline, RoFormerForSequenceClassification
-
+>>> from transformers import (
+        RoFormerForMaskedLM, 
+        RoFormerTokenizer, 
+        pipeline, 
+        RoFormerForSequenceClassification
+    )
 >>> tokenizer = RoFormerTokenizer.from_pretrained("alchemab/antiberta2")
 >>> model = RoFormerForMaskedLM.from_pretrained("alchemab/antiberta2")
 
 >>> filler = pipeline(model=model, tokenizer=tokenizer)
 >>> filler("Ḣ Q V Q ... C A [MASK] D ... T V S S") # fill in the mask
 
->>> new_model = RoFormerForSequenceClassification.from_pretrained("alchemab/antiberta2") # this will of course raise warnings that a new linear layer will be added and randomly initialized
+>>> new_model = RoFormerForSequenceClassification.from_pretrained(
+            "alchemab/antiberta2") # this will of course raise warnings 
+                                   # that a new linear layer will be added 
+                                   # and randomly initialized
 
 ```