Update README.md

README.md

@@ -129,6 +129,11 @@ The following hyperparameters were used during training:
 | 0.8238        | 11.88 | 1900 | 0.6735          | 0.3297 |
 | 0.7618        | 12.5  | 2000 | 0.6728          | 0.3286 |
 
+#### Choosing the best model
+Several models with differet hyperparameters were trained. The following figures show the training process for three of them.
+![wer](wandb-wer.jpg)
+![loss](wandb-loss.jpg)
+As you can see this model performs better of evaluation set.
 
 #### Framework versions