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There are plenty of ways to use a User Access Token to access the Hugging Face Hub, granting you the flexibility you need to build awesome apps on top of it. User Access Tokens can be: used in place of a password to access the Hugging Face Hub with git or with basic authentication.
Serverless Inference API. Test and evaluate, for free, over 150,000 publicly accessible machine learning models, or your own private models, via simple HTTP requests, with fast inference hosted on Hugging Face shared infrastructure. The Inference API is free to use, and rate limited.
Get a User Access or API token in your Hugging Face profile settings. You should see a token hf_xxxxx (old tokens are api_XXXXXXXX or api_org_XXXXXXX ). If you do not submit your API token when sending requests to the API, you will not be able to run inference on your private models.
Sep 23, 2023 · This article focuses on providing a step-by-step guide on obtaining and utilizing an Inference API token from Hugging Face, which is free to use, for tasks such object detection and...
Oct 2, 2023 · This is a series of short tutorials about using Hugging Face. The table of contents is here. In this lesson, we will learn how to access the Hugging Face hub. Sign up and Log in to the...
A Hugging Face API key is a unique string of characters that allows you to access Hugging Face's APIs. Hugging Face is a company that provides open-source tools and resources for natural language processing (NLP). Hugging Face's APIs provide access to a variety of pre-trained NLP models, such as BART, GPT-3, and RoBERTa.
Apr 4, 2023 · To use a pre-trained NER model from the Hugging Face Inference API, you can follow these steps: Install the requests library in Python using pip install requests. Get your API key by signing up on the Hugging Face website and creating an API token.
Jan 10, 2024 · To use a pre-trained model on a given input, Hugging Face provides a pipeline() method, an easy-to-use API for performing a wide variety of tasks. The pipeline () method makes it simple to use any model from the Hub for inference on any language, computer vision, speech, and multimodal tasks.
Jan 4, 2024 · Create Private Secret. Let’s say you name it “YOUR SECRET KEY” Go to your app.py script and add these lines: import os api_key = os.getenv("YOUR SECRET KEY") client = OpenAI(api_key=api_key)
Learn how to sign up for a Hugging Face account and retrieve the access token of the Hugging Face Inference API. We'll cover the following. Sign up and generate an access token. Save the API key. We need to complete a few steps before we can start using the Hugging Face Inference API.
