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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 22, 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...
Official utilities to use the Hugging Face Hub API. Install. pnpm add @huggingface/hub. npm add @huggingface/hub. yarn add @huggingface/hub. Deno. // esm.sh import { uploadFiles, listModels } from "https://esm.sh/@huggingface/hub" // or npm: import { uploadFiles, listModels } from "npm:@huggingface/hub" Usage.
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.
In the Hugging Face Website: Generate an API key in https://huggingface.co/settings/tokens, we **advise you to create a Fine-Grained Token. When the API key is created click on Set Permissions. Authorize Inference with this API key; After installation, the Hugging Face API wizard should open.
Beta API client for Hugging Face Inference API. Directly call any model available in the Model Hub https://huggingface.co/models. See example inference widget on https://huggingface.co/distilbert-base-uncased. Client also takes an option api key for authorized access. These are available on your huggingface profile.
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)
Enter your API key. Your API key can be created in your Hugging Face account settings. Test the API key by clicking Test API key in the API Wizard. Optionally, change the model endpoints to change which model to use.
