diff --git a/.github/workflows/test-ci.yml b/.github/workflows/test-ci.yml
index 170e1a7..0bb00a9 100644
--- a/.github/workflows/test-ci.yml
+++ b/.github/workflows/test-ci.yml
@@ -71,6 +71,15 @@ jobs:
     - name: Build OCR-D Manager
       run: docker compose build
 
+    - name: Install nvidia-container-runtime
+      run: |
+        curl -s -L https://nvidia.github.io/nvidia-container-runtime/gpgkey | sudo apt-key add -
+        distribution=$(. /etc/os-release;echo $ID$VERSION_ID)
+        curl -s -L https://nvidia.github.io/nvidia-container-runtime/$distribution/nvidia-container-runtime.list | sudo tee /etc/apt/sources.list.d/nvidia-container-runtime.list
+        sudo apt-get update
+        sudo apt-get install -y nvidia-container-toolkit
+        sudo systemctl restart docker  
+
     - name: Start OCR-D Controller
       run: docker compose --env-file=.env.ocrd-controller -f docker-compose-controller.yml up -d