remove typo

README.md

@@ -60,9 +60,8 @@ We fine-tuned the English version of the ACTER dataset where we trained on the C
 
 ## Training procedure
 
-### Training hyperparameters
-
 The following hyperparameters were used during training:
+```
 - learning_rate: 2e-05
 - train_batch_size: 32
 - eval_batch_size: 32
@@ -70,13 +69,15 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - num_epochs: 20
+```
 
-### Framework versions
-
+Framework versions:
+```
 - Transformers 4.26.1
 - Pytorch 2.0.1+cu117
 - Datasets 2.9.0
 - Tokenizers 0.13.2
+```
   
 ## Evaluation