Update README.md

README.md

@@ -55,11 +55,11 @@ print(summarizer(historical_text))
 ```
 
 
-## Model Dscription
+## Model Description
 The training procedure can be recreated from here: https://github.com/Borg93/kbuhist2/tree/main
 The preprocessing procedure can be recreated from here: https://github.com/Borg93/kbuhist2/tree/main
 
-### Model  
+**Model**:
 The following hyperparameters were used during training:
 - learning_rate: 3e-05
 - train_batch_size: 8
@@ -71,7 +71,7 @@ The following hyperparameters were used during training:
 - num_epochs: 6
 - fp16: False
 
-### Dataset (WIP)
+**Dataset (WIP)**:
 - Khubist2, which has been cleaned and chunked.
 
 ## Acknowledgements