Update README.md

README.md

@@ -35,7 +35,7 @@ The original fp32 model comes from the fine-tuned model [roberta-base-mrpc](http
 
 The calibration dataloader is the train dataloader. The default calibration sampling size 300 isn't divisible exactly by batch size 8, so the real sampling size is 304.
 
-Embedding module **roberta.embeddings.token_type_embeddings** is fallbacked to fp32 due to *RuntimeError('Expect weight, indices, and offsets to be contiguous.')*
+Embedding module **roberta.embeddings.token_type_embeddings** falls back to fp32 due to *RuntimeError('Expect weight, indices, and offsets to be contiguous.')*
 
 ### Test result