diff --git a/README.md b/README.md
index 4b9189e..58d7c4f 100644
--- a/README.md
+++ b/README.md
@@ -72,7 +72,7 @@ working, the following commands will compile and run the tests.
 ```
 git clone --recursive https://github.com/tensorflow/haskell.git tensorflow-haskell
 cd tensorflow-haskell
-IMAGE_NAME=tensorflow/haskell:v0
+IMAGE_NAME=tensorflow/haskell:2.3.0
 docker build -t $IMAGE_NAME docker
 # TODO: move the setup step to the docker script.
 stack --docker --docker-image=$IMAGE_NAME setup
diff --git a/docker/Dockerfile b/docker/Dockerfile
index c0a1f16..28962fd 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,5 +1,5 @@
 # Prepare the image with:
-#   docker build -t tensorflow/haskell:v0 docker
+#   docker build -t tensorflow/haskell:2.3.0 docker
 FROM tensorflow/tensorflow:2.3.0
 LABEL maintainer="TensorFlow authors <tensorflow-haskell@googlegroups.com>"
 
diff --git a/docker/gpu/Dockerfile b/docker/gpu/Dockerfile
index c2c6024..d9ede22 100644
--- a/docker/gpu/Dockerfile
+++ b/docker/gpu/Dockerfile
@@ -1,5 +1,5 @@
 # Prepare the image with:
-#   docker build -t tensorflow/haskell:1.14.0-gpu docker/gpu
+#   docker build -t tensorflow/haskell:2.3.0-gpu docker/gpu
 FROM tensorflow/tensorflow:2.3.0-gpu
 LABEL maintainer="TensorFlow authors <tensorflow-haskell@googlegroups.com>"