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@ -14,7 +14,7 @@ To help with launching Azure instances we suggest using the [Azure
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CLI](https://docs.microsoft.com/en-us/cli/azure/?view=azure-cli-latest). We have created
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several helper scripts to get you quickly started using DeepSpeed with Azure.
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* Install Azure CLI on your local box: [https://docs.microsoft.com/en-us/cli/azure/install-azure-cli](https://docs.microsoft.com/en-us/cli/azure/install-azure-cli).
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* Alternatively you can use the Azure in-browser shell: [https://shell.azure.com/](https://shell.azure.com/).
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* Alternatively, you can use the Azure in-browser shell: [https://shell.azure.com/](https://shell.azure.com/).
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## Create an SSH key
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Generate an SSH key that will be used across this tutorial to SSH into your VMs and
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