@jk vadivel​ please try in another workspace where model serving supports, as it is only supported for below attached regions

Model Serving is available in the following AWS regions:

• eu-west-1
• eu-central-1
• us-east-1
• us-east-2
• us-west-2
• ca-central-1
• ap-southeast-1
• ap-southeast-2