Update README.md

README.md

@@ -12,7 +12,7 @@ model-index:
 should probably proofread and complete it, then remove this comment. -->
 
 # Important Note:
-I created the `combined` metric (55% F1 score + 45% exact match score) to retrieve the best result. Here is the setting in the `TrainingArguments`:
+I created the `combined` metric (55% F1 score + 45% exact match score) and load the state with the best result at the end. Here is the setting in the `TrainingArguments`:
 ```
   load_best_model_at_end=True,
   metric_for_best_model='combined',