Hugging Face - Product screenshot

Overview

Hugging Face serves as a central hub for the machine learning community, enabling users to create, discover, and collaborate on a vast array of AI resources. The platform hosts over 2 million models, 1 million applications (Spaces), and 500,000 datasets, covering various modalities including text, image, video, audio, and 3D. It provides an environment for developers and researchers to share their work, build portfolios, and leverage open-source tools.

Users can explore trending models, deploy applications on optimized Inference Endpoints, and access compute resources. For teams and enterprises, Hugging Face offers advanced solutions with features like single sign-on, priority support, audit logs, and private datasets. The platform also provides a unified API to access over 45,000 models from leading AI providers, streamlining the integration of machine learning capabilities into various projects.

Key features

  • Host and collaborate on unlimited public models, datasets, and applications
  • Explore and build with various modalities: text, image, video, audio, 3D
  • Access 45,000+ models from leading AI providers via a unified API
  • Deploy applications on optimized Inference Endpoints
  • Utilize open-source ML tooling like Transformers and Diffusers
  • Enterprise-grade security, access controls, and dedicated support
  • Build and share an ML profile
  • Tools for building AI agents in Python

Who uses it

The machine learning community, including developers, researchers, data scientists, and organizations building AI solutions.

Pros

  • Extensive repository of open-source models, datasets, and applications.
  • Supports a wide range of data modalities for diverse ML projects.
  • Offers a unified API for easy access to numerous AI models.
  • Provides robust open-source libraries and tools for ML development.
  • Includes enterprise-grade features for team collaboration and security.

Cons

  • Advanced features and dedicated support are only available through paid plans.
  • Requires a foundational understanding of machine learning concepts for effective use.
  • Compute resources for running models and applications incur hourly costs.
  • The vastness of resources might be overwhelming for new users.

Our take

Hugging Face provides a comprehensive ecosystem for machine learning practitioners to share, discover, and deploy AI models and datasets, fostering open collaboration and accelerating ML development.

Pricing plans

PRO Account

$9/mo

  • 10
  • private storage capacity
  • 2
  • public storage capacity
  • 20
  • included inference credits
  • 8
  • ZeroGPU quota and highest queue priority
  • Host ZeroGPU, Gradio & Docker Spaces
  • Spaces Dev Mode
  • Personal blog publishing
  • Dataset Viewer for private datasets
  • Show your support with a PRO badge

Team

$20/mo

  • SSO support (SAML & OIDC)
  • Data location control with Storage Regions
  • Detailed action reviews with Audit Logs
  • Granular access control via Resource Groups
  • Repository usage Analytics
  • Advanced auth policies and repository visibility controls
  • Centralized token control and approvals
  • Dataset Viewer for private datasets
  • Create Gradio & Docker Spaces, with advanced compute options
  • All organization members get ZeroGPU and Inference Providers PRO benefits

Enterprise

$50/mo

  • All benefits from the Team plan
  • Highest storage, bandwidth, and API rate limits
  • Automated user management with SCIM provisioning
  • Advanced security and access controls
  • Managed billing with annual commitments
  • Legal and Compliance processes
  • Dedicated support

Pricing details are provided for reference and may differ from the vendor's current plans.

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