fix typos (meta-pytorch#1113)

Author: mdeff

tests/torchtune/models/mistral/scripts/compare_mistral_classifier.py

@@ -34,7 +34,7 @@ def mistral(
     rope_base: int = 10_000,
 ) -> TransformerDecoder:
     """
-    Build the decoder assoicated with the mistral model. This includes:
+    Build the decoder associated with the mistral model. This includes:
     - Token embeddings
     - num_layers number of TransformerDecoderLayer blocks
     - RMS Norm layer applied to the output of the transformer

torchtune/models/llama2/_component_builders.py

@@ -52,7 +52,7 @@ def llama2(
     norm_eps: float = 1e-5,
 ) -> TransformerDecoder:
     """
-    Build the decoder assoicated with the Llama2 model. This includes:
+    Build the decoder associated with the Llama2 model. This includes:
     - Token embeddings
     - num_layers number of TransformerDecoderLayer blocks
     - RMS Norm layer applied to the output of the transformer

torchtune/models/mistral/_component_builders.py

@@ -47,7 +47,7 @@ def mistral(
     rope_base: int = 10_000,
 ) -> TransformerDecoder:
     """
-    Build the decoder assoicated with the mistral model. This includes:
+    Build the decoder associated with the mistral model. This includes:
     - Token embeddings
     - num_layers number of TransformerDecoderLayer blocks
     - RMS Norm layer applied to the output of the transformer