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Hub Python Library documentation

Authentication

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Authentication

The huggingface_hub library allows users to programmatically manage authentication to the Hub. This includes logging in, logging out, switching between tokens, and listing available tokens.

For more details about authentication, check out this section.

login

huggingface_hub.login

< >

( token: typing.Optional[str] = None add_to_git_credential: bool = False new_session: bool = True write_permission: bool = False )

Parameters

  • token (str, optional) — User access token to generate from https://huggingface.co/settings/token.
  • add_to_git_credential (bool, defaults to False) — If True, token will be set as git credential. If no git credential helper is configured, a warning will be displayed to the user. If token is None, the value of add_to_git_credential is ignored and will be prompted again to the end user.
  • new_session (bool, defaults to True) — If True, will request a token even if one is already saved on the machine.
  • write_permission (bool, defaults to False) — If True, requires a token with write permission.

Raises

ValueError or ImportError

  • ValueError — If an organization token is passed. Only personal account tokens are valid to log in.
  • ValueError — If token is invalid.
  • ImportError — If running in a notebook but ipywidgets is not installed.

Login the machine to access the Hub.

The token is persisted in cache and set as a git credential. Once done, the machine is logged in and the access token will be available across all huggingface_hub components. If token is not provided, it will be prompted to the user either with a widget (in a notebook) or via the terminal.

To log in from outside of a script, one can also use huggingface-cli login which is a cli command that wraps login().

login() is a drop-in replacement method for notebook_login() as it wraps and extends its capabilities.

When the token is not passed, login() will automatically detect if the script runs in a notebook or not. However, this detection might not be accurate due to the variety of notebooks that exists nowadays. If that is the case, you can always force the UI by using notebook_login() or interpreter_login().

interpreter_login

huggingface_hub.interpreter_login

< >

( new_session: bool = True write_permission: bool = False )

Parameters

  • new_session (bool, defaults to True) — If True, will request a token even if one is already saved on the machine.
  • write_permission (bool, defaults to False) — If True, requires a token with write permission.

Displays a prompt to log in to the HF website and store the token.

This is equivalent to login() without passing a token when not run in a notebook. interpreter_login() is useful if you want to force the use of the terminal prompt instead of a notebook widget.

For more details, see login().

notebook_login

huggingface_hub.notebook_login

< >

( new_session: bool = True write_permission: bool = False )

Parameters

  • new_session (bool, defaults to True) — If True, will request a token even if one is already saved on the machine.
  • write_permission (bool, defaults to False) — If True, requires a token with write permission.

Displays a widget to log in to the HF website and store the token.

This is equivalent to login() without passing a token when run in a notebook. notebook_login() is useful if you want to force the use of the notebook widget instead of a prompt in the terminal.

For more details, see login().

logout

huggingface_hub.logout

< >

( token_name: typing.Optional[str] = None )

Parameters

  • token_name (str, optional) — Name of the access token to logout from. If None, will logout from all saved access tokens.

Raises

ValueError

  • ValueError — If the access token name is not found.

Logout the machine from the Hub.

Token is deleted from the machine and removed from git credential.

auth_switch

huggingface_hub.auth_switch

< >

( token_name: str add_to_git_credential: bool = False )

Parameters

  • token_name (str) — Name of the access token to switch to.
  • add_to_git_credential (bool, defaults to False) — If True, token will be set as git credential. If no git credential helper is configured, a warning will be displayed to the user. If token is None, the value of add_to_git_credential is ignored and will be prompted again to the end user.

Raises

ValueError

  • ValueError — If the access token name is not found.

Switch to a different access token.

auth_list

huggingface_hub.auth_list

< >

( )

List all stored access tokens.

< > Update on GitHub

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