diff --git a/TRAINING_LOG.md b/TRAINING_LOG.md
index e06cb65b..f551b090 100644
--- a/TRAINING_LOG.md
+++ b/TRAINING_LOG.md
@@ -23,7 +23,7 @@ We used the initial parameters:
 | Weight decay   | 0     |
 | Warmup Steps   | 100   |
 
-We randomly shuffle and set aside %5 of the data for validation.
+We randomly shuffle and set aside 5% of the data for validation.
 
 We had an initial bug in logging the training loss but we noticed a decrease in validation loss.