diff --git a/model.py b/model.py
index a4f2507..aadfb1a 100644
--- a/model.py
+++ b/model.py
@@ -223,7 +223,7 @@ def __init__(self, config):
         # "UserWarning: functional_call was passed multiple values for tied weights.
         # This behavior is deprecated and will be an error in future versions"
         # not 100% sure what this is, so far seems to be harmless. TODO investigate
-        # *we don't use it becuase in the nGPT paper there was no weight tying of weights*
+        # *we don't use it because in the nGPT paper there was no weight tying of weights*
         # self.transformer.wte.weight = self.lm_head.weight # https://paperswithcode.com/method/weight-tying
 
         # init all weights