fix grammar

Signed-off-by: Keval Morabia <[email protected]>

Author: kevalmorabia97

examples/pruning/README.md

@@ -192,8 +192,8 @@ Check out the FastNAS pruning example usage in the [documentation](https://nvidi
 
 You can also take a look at FastNAS pruning interactive notebook [cifar_resnet](./cifar_resnet.ipynb) in this directory
 which showcases the usage of FastNAS for pruning a ResNet 20 model for the CIFAR-10 dataset. The notebook
-also how to profiling the model to understand the search space of possible pruning options and demonstrates
-the usage saving and restoring pruned models.
+also shows how to profile the model to understand the search space of possible pruning options and demonstrates
+how to save and restore pruned models.
 
 ### GradNAS Pruning for HuggingFace Language Models (e.g. BERT)