Hugging Face Gated Datasets

Live

Hugging Face Hub access-control feature that requires users to request approval before downloading a dataset.

Website
huggingface.co/docs/hub/datasets-gated
Latest update
Aug 18, 2025 Hugging Face docs updated with EU-specific gated-dataset guidance
Primary approach
Technical blocking
Also uses
New infrastructure
Pipeline
Collect / Train / Fine-tune

What it is

Hugging Face Gated Datasets let dataset publishers require access requests before files can be downloaded. Publishers can ask for contact details or additional form fields, and they can approve requests automatically or manually.

Gated repository infrastructure is increasingly common for conditional dataset sharing, even though it is closer to platform access control than to interoperable web signaling.

Limitations

Gating governs access at the repository level rather than expressing standardized downstream reuse preferences once data has been obtained.

Evidence trail

Examples

Basic gated dataset card Source
---
gated: true
extra_gated_prompt: "You agree to not use the dataset to conduct experiments that cause harm to human subjects."
extra_gated_fields:
  Company: text
  Country: country
---