diff --git a/readme.md b/readme.md
index ef8902a..82392c6 100644
--- a/readme.md
+++ b/readme.md
@@ -57,7 +57,7 @@ Path to the models we used:
 - FastText: `models/FastText3.py`
 
 
-### 3.1 Trian model without data augumentation
+### 3.1 Train model without data augumentation
 ```sh
 # LSTM char
 python2 main.py main --max_epoch=5 --plot_every=100 --env='lstm_char' --weight=1 --model='LSTMText'  --batch-size=128  --lr=0.001 --lr2=0 --lr_decay=0.5 --decay_every=10000  --type_='char'   --zhuge=True --linear-hidden-size=2000 --hidden-size=256 --kmax-pooling=3   --num-layers=3  --augument=False