Update README.md

README.md

@@ -55,6 +55,7 @@ print(result[0]["summary_text"])
 
 Pass [other parameters related to beam search textgen](https://huggingface.co/blog/how-to-generate) when calling `summarizer` to get even higher quality results.
 
+---
 
 ## About
 
@@ -120,8 +121,7 @@ The following hyperparameters were used during training:
 - lr_scheduler_type: constant
 - num_epochs: 1.0
 
-\*_Prior training sessions used roughly similar parameters (learning rates were higher); multiple sessions were required as this takes eons to train
-
+\*_Prior training sessions used roughly similar parameters (learning rates were higher); multiple sessions were required as this takes eons to train._
 
 ### Framework versions