Update README.md

README.md

@@ -75,7 +75,7 @@ Validation Loss has decreased on this version which means that the model can mor
 
 The validation loss is still high also because the validation data contains words that have never been trained before. The solution is to add more data and more hours of training.
 
-Further training to decrease the training Loss makes the model overfit a little bit.
+Further training to decrease the training Loss makes this model overfit a little bit.
 
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@@ -87,6 +87,8 @@ Further training to decrease the training Loss makes the model overfit a little
 
 **Validation Loss**: 45.24
 
+==================================================================================
+
 ## Future Work
 
 I am currently working on improving this model. The new model will be available soon.