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At Hugging Face, we build a collaboration platform for the ML community (i.e., the Hub), and we monetize by providing simple access to compute for AI, with services like AutoTrain, Spaces and Inference Endpoints, directly accessible from the Hub, and billed by Hugging Face to the credit card on file.

We also partner with cloud providers, like AWS and Azure, to make it easy for customers to use Hugging Face directly in their cloud of choice. These solutions and usage are billed directly by the cloud provider. Ultimately we want people to be able to have great options to use Hugging Face wherever they build Machine Learning.

All user and organization accounts have a billing system. You can submit your payment info to access “pay-as-you-go” services.

From the Settings > Billing page, you can see a real time view of your paid usage across all HF services, for instance:

Any feedback or support request related to billing is welcome at


Hugging Face paid services are billed in arrears, meaning you get charged for monthly usage at the end of each month.

We send invoices on the 5th of each month.

You can modify the billing address and name displayed on your invoice by updating your payment method in your billing settings.