Updated README

README.md

@@ -4,7 +4,16 @@ Repository which has some base images for running CUDA and cuDNN on Intel and AR
 
 ## CUDA Images
 
-If you want to use an NVIDIA GPU, then install the [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html) first. You can use the following two images as the basis for your own images:
+If you want to use an NVIDIA GPU, You can use the following two images as the basis for your own images:
 
 * `ghcr.io/mutablelogic/cuda-dev:1.0.2` - This image is based on Ubuntu 22.04 and includes the 12.6 CUDA toolkit and compiler build tools
 * `ghcr.io/mutablelogic/cuda-rt:1.0.2` - This image is based on Ubuntu 22.04 and includes the 12.6 CUDA runtime libraries.
+
+When running a runtime container, then install the [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html) first. Then you can run the container with the following command:
+
+```bash
+docker run \
+  --name <name> --rm \
+  --runtime nvidia --gpus all 
+  <image> <arguments>
+```