diff --git a/script/build b/script/build
index bb4b44071d..56fd71782d 100755
--- a/script/build
+++ b/script/build
@@ -15,4 +15,4 @@ fi
 
 docker build -t docker-machine .
 rm -f docker-machine*
-exec docker run --rm -v `pwd`:/go/src/github.com/docker/machine docker-machine gox "${OS_PLATFORM_ARG[@]}" "${OS_ARCH_ARG[@]}" -output="docker-machine_{{.OS}}-{{.Arch}}" -ldflags="-w -X github.com/docker/machine/version.GITCOMMIT `git rev-parse --short HEAD`"
+docker run --rm -v `pwd`:/go/src/github.com/docker/machine docker-machine gox "${OS_PLATFORM_ARG[@]}" "${OS_ARCH_ARG[@]}" -output="docker-machine_{{.OS}}-{{.Arch}}" -ldflags="-w -X github.com/docker/machine/version.GITCOMMIT `git rev-parse --short HEAD`"
diff --git a/script/generate-sums b/script/generate-sums
new file mode 100755
index 0000000000..51361e05d9
--- /dev/null
+++ b/script/generate-sums
@@ -0,0 +1,8 @@
+#!/bin/bash
+set -e
+
+for BINARY in docker-machine_*; do
+    sha256sum $BINARY > $BINARY.sha256
+    md5sum $BINARY >> $BINARY.md5
+done
+
diff --git a/script/release b/script/release
index c7d53d488d..30c282ee84 100755
--- a/script/release
+++ b/script/release
@@ -11,6 +11,9 @@ if [ -z "$GITHUB_TOKEN" ]; then
 fi
 
 script/build
+
+docker run --rm -v `pwd`:/go/src/github.com/docker/machine docker-machine ./script/generate-sums
+
 git tag $VERSION
 git push --tags
 docker run --rm -e GITHUB_TOKEN docker-machine github-release release \
@@ -29,4 +32,3 @@ for BINARY in docker-machine_*; do
         --name $BINARY \
         --file $BINARY
 done
-