Update README.md

README.md

@@ -9,4 +9,12 @@ library_name: generic
 
 _This is a fork of the [naver-clova-ix/donut-base-finetuned-cord-v2](https://huggingface.co/spaces/naver-clova-ix/donut-base-finetuned-cord-v2) Space_
 
+This repository implements a custom container for 🤗 Inference Endpoints using a gradio space.
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+To use deploy this model as an Inference Endpoint, you have to select Custom as task and a custom image. The image you can use is `philschmid/gradio-api:cpu` for CPU and `philschmid/gradio-api:gpu` for GPU images. The PORT to select is `7860`.
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+ If you want to use the UI with the inference Endpoint, you have to select as endpoint type `public` and add [auth through gradio](https://gradio.app/docs/#launch-header)
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