Update README.md

README.md

@@ -32,7 +32,7 @@ It achieves the following results on the evaluation test set:
 We trained this model on a 90% training set and evaluated it on a 10% testing set.
 
 ## Training procedure
-We have trained this model using the Paperspace GPU-Cloud service. We used a machine with 8 CPUs, 45GB RAM, and A6000 GPU with 48GB RAM.
+We have trained this model using the PaperSpace GPU-Cloud service. We used a machine with 8 CPUs, 45GB RAM, and A6000 GPU with 48GB RAM.
 
 ### Training hyperparameters