Hugging Face Hub

What Hugging Face Hub is

Hugging Face Hub is a cloud platform for discovering, sharing, building, and collaborating on machine learning models, datasets, and apps. Git-based repositories provide versions, commit history, diffs, and branches; Storage Buckets hold mutable files that do not need Git versioning. Spaces host interactive apps and demos, including Gradio and Docker apps. Open-source library integrations and Python or JavaScript clients support uploading and downloading files. Inference Providers let users run models through a programmatic API, while Inference Endpoints offer dedicated autoscaling deployments. Organizations can group accounts and repositories, with roles for access control. Security features include private repositories, access tokens, MFA, commit signatures, malware scanning, and resource groups. The Hub states that it is GDPR compliant and SOC 2 Type 2 certified. Free users and organizations receive 100GB of private storage; public storage is best-effort and subject to abuse mitigations. The Free plan costs nothing. Paid plans start at $9/mo; the Team plan is $20/mo and Enterprise is $50/mo, with dedicated support included in Enterprise.

Who it suits

The Hub suits people and teams working with machine learning models, datasets, or apps who need repositories, collaboration, or model access through APIs. Teams needing SSO or dedicated support can consider the listed Team and Enterprise plans.

Limits

The free plan provides 100GB of private storage, and public storage is best-effort and subject to abuse mitigations. PRO Account provides 10× private storage capacity, 2× public storage capacity, 20× included inference credits, and 8× ZeroGPU quota compared with the stated free plan.

Getting started

1. Open https://huggingface.co/.
2. Choose the free plan or a paid plan: PRO Account is $9/mo, Team is $20/mo, and Enterprise is $50/mo.
3. Use Hub repositories for versioned files or Storage Buckets for mutable files without Git versioning.
4. Host an interactive app or demo in Spaces, or access models through Inference Providers.
5. For Team or Enterprise SSO, connect an OIDC- or SAML-compliant identity provider.

Verdict

Hugging Face Hub combines repositories, app hosting, collaboration, storage, and inference options for machine learning work. Free access includes 100GB of private storage, while paid plans add capacity and team or enterprise controls.