Deploying 🤗 ViT on Kubernetes with TF Serving

1. 1Containerize the ViT model using Docker
2. 2Push the Docker image to a registry
3. 3Provision a Kubernetes cluster on a cloud provider like GKE
4. 4Write Kubernetes manifests to define the deployment
5. 5Perform the deployment and test the endpoint

This tutorial is beneficial for machine learning engineers and DevOps teams who want to deploy and manage AI models in a cloud environment. It helps them understand how to containerize and deploy models using Docker and Kubernetes.

💡 Using Docker and Kubernetes enables scalable and efficient deployment of AI models like ViT

🚀 Deploy ViT on Kubernetes with TF Serving for scalable model serving!