diff --git a/website/docs/podman/gpu.md b/website/docs/podman/gpu.md
index eabd4774fb7..241fd6f03de 100644
--- a/website/docs/podman/gpu.md
+++ b/website/docs/podman/gpu.md
@@ -43,12 +43,18 @@ Run the following commands **on the Podman Machine, not the host system**:
 
 ```sh
 $ curl -s -L https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo | \
- sudo tee /etc/yum.repos.d/nvidia-container-toolkit.repo && \
- sudo yum install -y nvidia-container-toolkit && \
- sudo nvidia-ctk cdi generate --output=/etc/cdi/nvidia.yaml && \
+ tee /etc/yum.repos.d/nvidia-container-toolkit.repo && \
+ yum install -y nvidia-container-toolkit && \
+ nvidia-ctk cdi generate --output=/etc/cdi/nvidia.yaml && \
  nvidia-ctk cdi list
 ```
 
+:::info
+
+A configuration change might occur when you create or remove Multi-Instance GPU (MIG) devices, or upgrade the Compute Unified Device Architecture (CUDA) driver. In such cases, you must generate a new Container Device Interface (CDI) specification.
+
+:::
+
 #### Verification
 
 To verify that containers created can access the GPU, you can use `nvidia-smi` from within a container with NVIDIA drivers installed.
@@ -85,6 +91,31 @@ Fri Aug 16 18:58:14 2024
 +---------------------------------------------------------------------------------------+
 ```
 
+#### Troubleshooting
+
+#### Version mismatch
+
+You might encounter the following error inside the containers:
+
+```
+# nvidia-smi
+Failed to initialize NVML: N/A
+```
+
+This problem is related to a mismatch between the Container Device Interface (CDI) and the installed version.
+
+To fix this problem, generate a new CDI specification by running the following inside the Podman machine:
+
+```
+nvidia-ctk cdi generate --output=/etc/cdi/nvidia.yaml
+```
+
+:::info
+
+You might need to restart your Podman machine.
+
+:::
+
 #### Additional resources
 
 - [NVIDIA Container Toolkit Installation](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html#installing-with-yum-or-dnf)