diff --git a/docs/source/en/perf_train_gpu_one.mdx b/docs/source/en/perf_train_gpu_one.mdx
index 5b120391e29a..682ba663c8e9 100644
--- a/docs/source/en/perf_train_gpu_one.mdx
+++ b/docs/source/en/perf_train_gpu_one.mdx
@@ -400,7 +400,7 @@ TrainingArguments(tf32=True)
 ```
 By default the PyTorch default is used.
 
-Note: tf32 mode is internal to CUDA and can't be accessed directly via `tensor.to(dtype=torch.tf32)` as `torch.tf32` doesn't exit.
+Note: tf32 mode is internal to CUDA and can't be accessed directly via `tensor.to(dtype=torch.tf32)` as `torch.tf32` doesn't exist.
 
 Note: you need `torch>=1.7` to enjoy this feature.