Update README.md

README.md

@@ -37,7 +37,7 @@ Fine-tuning was proceeded in 3 epochs, and computed next metrics:
 | 2 | 0.020800 | 0.028395 | 0.959569 | 0.974253 | 0.966855 | 0.993325 |
 | 3 | 0.010500 | 0.029138 | 0.963239 | 0.973767 | 0.968474 | 0.993247 |
 
-To avoid over-fitting due to a small amount of training samples, i used hight weight_decay = 0.1.
+To avoid over-fitting due to a small amount of training samples, i used high weight_decay = 0.1.
 
 
 ## Basic usage