diff --git a/docs/kuberay/deploy-on-eks.md b/docs/kuberay/deploy-on-eks.md
index 6a0bfec1..f13c167b 100644
--- a/docs/kuberay/deploy-on-eks.md
+++ b/docs/kuberay/deploy-on-eks.md
@@ -262,8 +262,8 @@ It's important to note that the `model` argument refers to the path of the LLM m
 ```sh
 # Step 2.1: Port forward the Kubernetes Serve service.
 # Note that the service will be created only when all Serve applications are ready.
-kubectl get svc # Check if `aviary-serve-svc` is created.
-kubectl port-forward service/aviary-serve-svc 8000:8000
+kubectl get svc # Check if `rayllm-serve-svc` is created.
+kubectl port-forward service/rayllm-serve-svc 8000:8000
 
 # Step 2.2: Check that the models have started running using `serve status`
 serve status
@@ -339,4 +339,4 @@ kubectl delete -f ray-service.rayllm-eks.yaml
 helm uninstall kuberay-operator
 
 # Delete the Amazon EKS cluster via AWS Web UI
-```
\ No newline at end of file
+```