HuggingFace tokens for model garden not valid in Google console

Question

With the help of code can you tell me that HuggingFace tokens for 'model garden' not valid in Google console

Answer 1

Ensure your Hugging Face access token has the necessary permissions and is correctly formatted when integrating with Google's Model Garden in the Vertex AI console.

Here is the code snippet you can refer to:

In the above code we are using the following key points:

• Token Initialization: Assigns your Hugging Face token to the hf_token variable.

• Hugging Face API Initialization: Creates an instance of the HfApi class using the provided token.

• Token Validation: Attempts to list your Hugging Face models to verify the token's validity and permissions.

• Error Handling: Catches exceptions to inform if the token is invalid or lacks necessary permissions.

Hence, by ensuring your Hugging Face token has the appropriate permissions and is correctly formatted, you can successfully integrate it with Google's Model Garden in the Vertex AI console.