```python
>>> from huggingface_hub import InferenceClient
>>> client = InferenceClient(token="hf_***")
```  
<Tip>  
Authentication is NOT mandatory when using the Inference API. However, authenticated users get a higher free-tier to
play with the service. Token is also mandatory if you want to run inference on your private models or on private
endpoints.  
</Tip>