diff --git a/README.md b/README.md
index 6e6bc96..0587728 100644
--- a/README.md
+++ b/README.md
@@ -19,14 +19,10 @@ conda activate basepairmodels
 
 ### 3. Install basepairmodels
 
-Install the release version.
-
 ```
-pip install git+https://github.com/kundajelab/basepairmodels.git@v0.1.4
+pip install git+https://github.com/kundajelab/basepairmodels.git
 ```
 
-
-
 ## Tutorial on how to use the command line interface
 
 ### 1. Experimental dataset
@@ -313,7 +309,7 @@ fastpredict \
     --generate-predicted-profile-bigWigs
 ```
 
-This script with output test metrics and also output bigwig tracks if the 
+This script will output test metrics and also output bigwig tracks if the 
 `--generate-predicted-profile-bigWigs` is specified
 
 ### 4. Compute importance scores