Update README.md

README.md

@@ -59,7 +59,7 @@ In training stage 1 we first introduce Spanish to the model. The objective is to
 
 
 ### Training-stage 2 (learning Nahuatl)
-We use the pretrained Spanish-English model to learn Spanish-Nahuatl. Since the amount of Nahuatl pairs is limited, we also add to our dataset 20,000 samples from the English-Spanish Anki dataset. This two-task-trianing avoids overfitting end mekes the model more robust.
+We use the pretrained Spanish-English model to learn Spanish-Nahuatl. Since the amount of Nahuatl pairs is limited, we also add to our dataset 20,000 samples from the English-Spanish Anki dataset. This two-task-training avoids overfitting end makes the model more robust.
 
 ### Training setup
 We train the models on the same datasets for 660k steps using batch size = 16 and 2e-5 learning rate.