diff --git a/charts/kubezero-addons/templates/device-plugins/aws-neuron-ds.yaml b/charts/kubezero-addons/templates/device-plugins/aws-neuron-ds.yaml
index ae092e96..e785cb25 100644
--- a/charts/kubezero-addons/templates/device-plugins/aws-neuron-ds.yaml
+++ b/charts/kubezero-addons/templates/device-plugins/aws-neuron-ds.yaml
@@ -12,11 +12,15 @@ spec:
     type: RollingUpdate
   template:
     metadata:
+      annotations:
+        scheduler.alpha.kubernetes.io/critical-pod: ""
       labels:
         name: neuron-device-plugin-ds
     spec:
       serviceAccount: neuron-device-plugin
       tolerations:
+      - key: CriticalAddonsOnly
+        operator: Exists
       - key: aws.amazon.com/neuron
         operator: Exists
         effect: NoSchedule
@@ -40,6 +44,14 @@ spec:
                       - inf1.2xlarge
                       - inf1.6xlarge
                       - inf1.24xlarge
+                      - inf2.xlarge
+                      - inf2.4xlarge
+                      - inf2.8xlarge
+                      - inf2.24xlarge
+                      - inf2.48xlarge
+                      - trn1.2xlarge
+                      - trn1.32xlarge
+                      - trn1n.32xlarge
       containers:
       - image: "{{ .Values.awsNeuron.image.name }}:{{ .Values.awsNeuron.image.tag }}"
         imagePullPolicy: IfNotPresent
diff --git a/charts/kubezero-addons/values.yaml b/charts/kubezero-addons/values.yaml
index 8df68ea9..37b817d4 100644
--- a/charts/kubezero-addons/values.yaml
+++ b/charts/kubezero-addons/values.yaml
@@ -53,7 +53,7 @@ sealed-secrets:
 aws-eks-asg-rolling-update-handler:
   enabled: false
   image:
-    tag: v1.7.0
+    tag: v1.8.1
 
   environmentVars:
     - name: CLUSTER_NAME
@@ -145,7 +145,7 @@ awsNeuron:
 
   image:
     name: public.ecr.aws/neuron/neuron-device-plugin
-    tag: 1.9.3.0
+    tag: 2.12.5.0
 
 nvidia-device-plugin:
   enabled: false
@@ -184,7 +184,7 @@ cluster-autoscaler:
   enabled: false
 
   image:
-    tag: v1.25.1
+    tag: v1.26.4
 
   autoDiscovery:
     clusterName: ""