diff --git a/docs/source/training.rst b/docs/source/training.rst
index 841131f81..a40598c7c 100644
--- a/docs/source/training.rst
+++ b/docs/source/training.rst
@@ -56,8 +56,7 @@ Dataset: https://joligen.com/datasets/mnist2USPS.zip
 
 .. code:: bash
 	  
-  python3 train.py --dataroot /path/to/mnist2USPS --checkpoints_dir
-  /path/to/checkpoints --name mnist2USPS --config_json examples/example_gan_mnist2usps.json
+  python3 train.py --dataroot /path/to/mnist2USPS --checkpoints_dir /path/to/checkpoints --name mnist2USPS --config_json examples/example_gan_mnist2USPS.json
 
 .. _training-im2im-with-mask-semantics:
 
@@ -69,9 +68,7 @@ Dataset: https://joligen.com/datasets/noglasses2glasses_ffhq.zip
 
 .. code:: bash
 
-   python3 train.py --dataroot /path/to/noglasses2glasses_ffhq/
-   --checkpoints_dir /path/to/checkpoints/ --name noglasses2glasses
-   --config_json examples/example_gan_noglasses2glasses.json
+   python3 train.py --dataroot /path/to/noglasses2glasses_ffhq/ --checkpoints_dir /path/to/checkpoints/ --name noglasses2glasses --config_json examples/example_gan_noglasses2glasses.json
 
 .. _training-im2im-with-bbox-semantics-and-online-sampling-boxes-dataaug: