# Hugging Face — Deploying 🤗 ViT on Kubernetes with TF Serving

- Company: Hugging Face (huggingface.co)
- Announced: 2022-08-11
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://huggingface.co/blog/deploy-tfserving-kubernetes
- Record: https://forck.live/items/2166-deploying-vit-on-kubernetes-with-tf-serving
- Subject: Platform
- Models affected: ViT

Deploying a Vision Transformer (ViT) model from Hugging Face Transformers on Kubernetes using TensorFlow Serving, building on a previous local deployment guide. It covers containerizing the model with Docker, preparing a custom TensorFlow Serving image, and deploying on a Kubernetes cluster (using Google Kubernetes Engine as an example).

## Evidence

Verbatim from https://huggingface.co/blog/deploy-tfserving-kubernetes:

> In the previous post, we showed how to deploy a Vision Transformer (ViT) model from 🤗 Transformers locally with TensorFlow Serving.

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