diff --git a/oss_scripts/configure.sh b/oss_scripts/configure.sh
index e450c3401..6569dfc50 100755
--- a/oss_scripts/configure.sh
+++ b/oss_scripts/configure.sh
@@ -37,11 +37,22 @@ function is_macos() {
 # Remove .bazelrc if it already exist
 [ -e .bazelrc ] && rm .bazelrc
 
-if [[ $(pip show tensorflow) == *tensorflow* ]] || [[ $(pip show tf-nightly) == *tf-nightly* ]] ; then
+if [[ $(pip show tensorflow) == *tensorflow* ]] ||
+   [[ $(pip show tensorflow-macos) == *tensorflow-macos* ]] ||
+   [[ $(pip show tf-nightly) == *tf-nightly* ]]; then
   echo 'Using installed tensorflow.'
 else
   echo 'Installing tensorflow.'
-  pip install tensorflow==2.7.0
+  if is_macos; then
+    #  Only Apple Silicon will be installed with tensorflow-macos.
+    if [[ x"$(arch)" == x"arm64" ]]; then
+      pip install tensorflow-macos==2.6.0
+    else
+      pip install tensorflow==2.7.0
+    fi
+  else
+    pip install tensorflow==2.7.0
+  fi
 fi
 
 if is_windows; then
diff --git a/oss_scripts/pip_package/build_pip_package.sh b/oss_scripts/pip_package/build_pip_package.sh
index 1e5470c25..f91d79dbe 100755
--- a/oss_scripts/pip_package/build_pip_package.sh
+++ b/oss_scripts/pip_package/build_pip_package.sh
@@ -39,7 +39,11 @@ function abspath() {
 
 plat_name=""
 if is_macos; then
-  plat_name="--plat-name macosx-10.9-x86_64"
+  if [[ x"$(arch)" == x"arm64" ]]; then
+    plat_name="--plat-name macosx_11_0_arm64"
+  else
+    plat_name="--plat-name macosx-10.9-x86_64"
+  fi
 fi
 
 main() {
diff --git a/oss_scripts/pip_package/setup.py b/oss_scripts/pip_package/setup.py
index 1dc3f61d8..faf8b1298 100644
--- a/oss_scripts/pip_package/setup.py
+++ b/oss_scripts/pip_package/setup.py
@@ -73,7 +73,6 @@ def finalize_options(self):
     cmdclass={'install': InstallPlatlib},
     distclass=BinaryDistribution,
     install_requires=[
-        'tensorflow>=2.7.0, <2.8',
         'tensorflow_hub>=0.8.0',
     ],
     extras_require={