diff --git a/examples/pytorch/README.md b/examples/pytorch/README.md
index 60d762c69e..2a00db08d2 100644
--- a/examples/pytorch/README.md
+++ b/examples/pytorch/README.md
@@ -223,7 +223,7 @@ import wandb
 wandb.login()
 ```
 
-To enable logging to W&B, include `"wandb"` in the `report_to` of your `TrainingArguments` or script. Or just pass along `--report_to all` if you have `wandb` installed.
+To enable logging to W&B, include `"wandb"` in the `report_to` of your `TrainingArguments` or script. Or just pass along `--report_to_all` if you have `wandb` installed.
 
 Whenever you use `Trainer` or `TFTrainer` classes, your losses, evaluation metrics, model topology and gradients (for `Trainer` only) will automatically be logged.