Hugging Face

Hugging Face is an open-source collaboration platform for machine learning. It's a rich environment for model collaboration, dataset exploration, and application development. The company's mission is to accelerate and democratize artificial intelligence through open source and open science.

Hugging Face offers a variety of tools and services:

• Models: Explore more than 400,000 models for tasks like text, image, video, audio and 3D.
• Spaces: Use more than 150,000 applications and demos like Stable Diffusion 3 Medium and OpenGPT 4o.
• Datasets: Explore more than 100,000 public datasets for different modalities.

The site offers different ways for individuals and companies to collaborate:

• Host unlimited models, datasets, and Spaces: Build, discover and collaborate on unlimited models, datasets and applications.
• Community support: Join a large community of users, developers and researchers.
• Access the latest ML tools and open source: Keep up to date with the latest developments in machine learning.

Hugging Face also offers more features for companies:

• Compute and Enterprise solutions: Offer optimized compute options for large-scale use, including Inference Endpoints and GPU support.
• Single Sign-On (SSO): Control access and security with SSO and SAML support.
• Audit logs and resource groups: Monitor and control resources with fine-grained access controls.
• Private Datasets Viewer: Manage and view private datasets.

Pricing tiers vary depending on your needs:

• Free: Unlimited models, datasets and Spaces, with community support.
• Pro: $9/month, adds features like ZeroGPU, Dev Mode and higher rate limits for serverless inference.
• Enterprise: $20/user/month, adds features like advanced security, SSO, audit logs and more.
• Compute and Inference Endpoints: Pricing starts at $0.60/hour for GPU and $0.032/hour for CPU instances.

Hugging Face's goal is to speed up the development and deployment of AI models, which makes it a good resource for developers, researchers and businesses using machine learning. By encouraging collaboration and offering a lot of tooling, Hugging Face helps the AI community grow.

Published on June 17, 2024