diff --git a/how-to-use-azureml/deploy-to-cloud/azure-pipelines-model-deploy.yml b/how-to-use-azureml/deploy-to-cloud/azure-pipelines-model-deploy.yml
index b035817e..82531dea 100644
--- a/how-to-use-azureml/deploy-to-cloud/azure-pipelines-model-deploy.yml
+++ b/how-to-use-azureml/deploy-to-cloud/azure-pipelines-model-deploy.yml
@@ -41,7 +41,7 @@ steps:
   inputs:
     azureSubscription: 'azmldemows'
     scriptLocation: inlineScript
-    inlineScript: 'az ml model deploy -n acicicd -m sklearn_regression_model.pkl:1 --ic inferenceConfig.yml --dc deploymentConfig.yml'
+    inlineScript: 'az ml model deploy -n acicicd -f model.json --ic inferenceConfig.yml --dc deploymentConfig.yml'
 
 - task: AzureCLI@1
   displayName: 'Delete deployed service'