updating with instructions for cuda on.. and fixing a typo

Author: braingineer

LOCAL_RUN_README.md

@@ -13,7 +13,7 @@ However, during that time and after the training ends, if you would like to run
 DL4NLPROOT=$(pwd) jupyter notebook --notebook-dir=$(pwd)
 ```
 
-If you would like to run with CUDA enabled, please runw ith
+If you would like to run with CUDA enabled, please run:
 
 ```bash
 ENABLE_CUDA_DL4NLP=1 DL4NLPROOT=$(pwd) jupyter notebook --notebook-dir=$(pwd)