hf_text-generation-inference/aml/README.md

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# Azure ML endpoint
## Create all resources
```shell
az ml model create -f model.yaml -g HuggingFace-BLOOM-ModelPage -w HuggingFace
az ml online-endpoint create -f endpoint.yaml -g HuggingFace-BLOOM-ModelPage -w HuggingFace
az ml online-deployment create -f deployment.yaml -g HuggingFace-BLOOM-ModelPage -w HuggingFace
```
## Update deployment
```shell
az ml online-deployment update -f deployment.yaml -g HuggingFace-BLOOM-ModelPage -w HuggingFace
```