diff --git a/README.md b/README.md
index 92d8d9e..1d6f358 100644
--- a/README.md
+++ b/README.md
@@ -30,7 +30,7 @@ CDeep3M provides a plug-and-play cloud based deep learning solution for image se
 Click launch button to spin up the latest release of CDeep3M on the cloud (~20 minute spin up time):
 **(Oregon region)** 
 
-[![Launch Deep3m AWS CloudFormation link](https://s3.amazonaws.com/cloudformation-examples/cloudformation-launch-stack.png)](https://console.aws.amazon.com/cloudformation/home?region=us-west-2#/stacks/new?stackName=cdeep3m-stack-v1-6-3rc1&templateURL=https://s3-us-west-2.amazonaws.com/cdeep3m-releases/v1.6.3rc1/cdeep3m_v1.6.3rc1_basic_cloudformation.json)
+[![Launch Deep3m AWS CloudFormation link](https://s3.amazonaws.com/cloudformation-examples/cloudformation-launch-stack.png)](https://console.aws.amazon.com/cloudformation/home?region=us-west-2#/stacks/new?stackName=cdeep3m-stack-1-6-3rc2&templateURL=https://s3-us-west-2.amazonaws.com/cdeep3m-releases/1.6.3rc2/cdeep3m_1.6.3rc2_basic_cloudformation.json)
 
 **NOTE: Running will result in EC2 charges (0.9-3$ per hour runtime)**
 
@@ -128,14 +128,14 @@ Please email to cdeep3m@gmail.com for additional questions.
 #### Step 1) Download release tarball
 
 ```Bash
-wget https://github.com/CRBS/cdeep3m/archive/vv1.6.3rc1.tar.gz
+wget https://github.com/CRBS/cdeep3m/archive/v1.6.3rc2.tar.gz
 ```
 
 #### Step 2) Uncompress 
 
 ```Bash
-tar -zxf vv1.6.3rc1.tar.gz
-cd cdeep3m-v1.6.3rc1
+tar -zxf v1.6.3rc2.tar.gz
+cd cdeep3m-1.6.3rc2
 ```
 
 #### Step 3) Add to path