diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index b127a57..11cdb47 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -38,9 +38,10 @@ jobs:
       - name: Build wheels on Linux
         if: runner.os == 'Linux'
         env:
-          CIBW_BEFORE_BUILD: 'yum update -y'
+          CIBW_BEFORE_BUILD: |
+            yum update -y
+            python -m pip install pybind11
         run: |
-          pip install pybind11
           python -m cibuildwheel --output-dir dist
       - name: Build wheels Mac OS
         if: runner.os == 'macOS'
@@ -49,8 +50,8 @@ jobs:
             brew update
             brew unlink gcc@8 gcc@9
             brew install cmake
+            python -m pip install pybind11
         run: |
-          pip install pybind11
           python -m cibuildwheel --output-dir dist
       - name: Store wheel as artifact
         uses: actions/upload-artifact@v2
@@ -69,7 +70,7 @@ jobs:
           python-version: 3.6
       - name: Build a source tarball
         run: |
-          pip install pybind11
+          python -m pip install pybind11
           python setup.py sdist
       - name: Store sdist as artifact
         uses: actions/upload-artifact@v2