Hugging Face provides a simple and efficient API to access and interact with a wide variety of pre-trained machine learning models. You can use these models for tasks like text generation, sentiment analysis, translation, and more, directly from your application via HTTP requests.
Hugging Face provides a platform where machine learning models (for NLP, vision, audio, etc.) can be hosted and accessed via APIs. Here’s an overview of how it works:
1. Can Anyone Upload Models to Hugging Face?
HuggingFace hosts a vast range of machine learning models, including language, vision, and multimodal models. While these resources accelerate AI development, there are important risks and dangers to consider when using or sharing models on HuggingFace.