diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 81c5ae360..a7b825b34 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -106,7 +106,9 @@ jobs:
       with:
         cuda: ${{ matrix.cuda_version }}
         method: 'local'
-        # sub-packages: '["nvcc","cudart","nvrtc_dev","cublas_dev","cusparse_dev","visual_studio_integration"]'
+        sub-packages: '["nvcc","cudart","cusparse","cublas","thrust","nvrtc_dev","cublas_dev","cusparse_dev"]'
+        linux-local-args: '["--toolkit"]'
+        use-github-cache: false
     - name: Add msbuild to PATH
       uses: microsoft/setup-msbuild@v1.1
       if: ${{ startsWith(matrix.os, 'windows') }}