diff --git a/docs/gpu-sharing/gpu-memory.yaml b/docs/gpu-sharing/gpu-memory.yaml
index cdabc80ab..74e4a37b5 100644
--- a/docs/gpu-sharing/gpu-memory.yaml
+++ b/docs/gpu-sharing/gpu-memory.yaml
@@ -12,6 +12,7 @@ metadata:
 spec:
   schedulerName: kai-scheduler
   containers:
-    - name: ubuntu
-      image: ubuntu
-      args: ["sleep", "infinity"]
\ No newline at end of file
+    - name: gpu-workload
+      image: nvidia/cuda:13.0.2-base-ubi8
+      command: ["nvidia-smi"]
+      args: ["-L"]
\ No newline at end of file
diff --git a/docs/gpu-sharing/gpu-sharing-init-container.yaml b/docs/gpu-sharing/gpu-sharing-init-container.yaml
index f37cd4463..a3233dd9b 100644
--- a/docs/gpu-sharing/gpu-sharing-init-container.yaml
+++ b/docs/gpu-sharing/gpu-sharing-init-container.yaml
@@ -16,7 +16,7 @@ spec:
   schedulerName: kai-scheduler
   initContainers:
     - name: gpu-init
-      image: nvidia/cuda:11.0-base
+      image: nvidia/cuda:13.0.2-base-ubi8
       command: ["nvidia-smi"]
       args: ["-L"]
   containers:
diff --git a/docs/gpu-sharing/gpu-sharing-non-default-container.yaml b/docs/gpu-sharing/gpu-sharing-non-default-container.yaml
index 1bab2d1ab..f3b7d696a 100644
--- a/docs/gpu-sharing/gpu-sharing-non-default-container.yaml
+++ b/docs/gpu-sharing/gpu-sharing-non-default-container.yaml
@@ -20,7 +20,7 @@ spec:
       image: busybox
       args: ["sleep", "infinity"]
     - name: gpu-workload
-      image: nvidia/cuda:11.0-base
+      image: nvidia/cuda:13.0.2-base-ubi8
       command: ["nvidia-smi"]
       args: ["-L"]
     - name: another-sidecar
diff --git a/docs/gpu-sharing/gpu-sharing.yaml b/docs/gpu-sharing/gpu-sharing.yaml
index 2ece845da..31cd7846f 100644
--- a/docs/gpu-sharing/gpu-sharing.yaml
+++ b/docs/gpu-sharing/gpu-sharing.yaml
@@ -12,6 +12,7 @@ metadata:
 spec:
   schedulerName: kai-scheduler
   containers:
-    - name: ubuntu
-      image: ubuntu
-      args: ["sleep", "infinity"]
\ No newline at end of file
+    - name: gpu-workload
+      image: nvidia/cuda:13.0.2-base-ubi8
+      command: ["nvidia-smi"]
+      args: ["-L"]
\ No newline at end of file
diff --git a/docs/gpu-sharing/mps/gpu-sharing-with-mps.yaml b/docs/gpu-sharing/mps/gpu-sharing-with-mps.yaml
index ae6b9882a..11d81ed7a 100644
--- a/docs/gpu-sharing/mps/gpu-sharing-with-mps.yaml
+++ b/docs/gpu-sharing/mps/gpu-sharing-with-mps.yaml
@@ -12,9 +12,10 @@ metadata:
 spec:
   schedulerName: kai-scheduler
   containers:
-    - name: ubuntu
-      image: ubuntu
-      args: ["sleep", "infinity"]
+    - name: gpu-workload
+      image: nvidia/cuda:13.0.2-base-ubi8
+      command: ["nvidia-smi"]
+      args: ["-L"]
       volumeMounts:
         - name: mps
           mountPath: /tmp/nvidia-mps