# Hugging Face Repository

Create a single system of record for ML models that brings ML/AI development in line with your existing SSC. JFrog Artifactory now natively supports ML Models including the ability to proxy

Hugging Face, a leading model hub. Manage your ML models and all their associated files alongside the PyPi packages, Conan Libraries, and Docker Images that will ultimately comprise your AI enabled application.

## Hugging Face Integration Features

### Remote Hugging Face Repositories

Cache Open Source models from Hugging Face in a JFrog Artifactory Remote Hugging Face repo, protecting the models you rely on from deletion or modification.

### Local Hugging Face Repositories

Store and manage proprietary and internally-augmented ML and GenAI models with scalability to support massive binary files.

### ML Model Scanning

Detect and block malicious models and those with non-compliant licenses.

### Governance

Full control and governance over which models are brought into and leveraged by the ML/data science organization in anticipation of inevitable regulations to come.

## Documentation

- [Hugging Face Repositories Features >](https://docs.jfrog.com/artifactory/docs/hugging-face-repositories)
- [Create Hugging Face Repositories>](https://docs.jfrog.com/artifactory/docs/hugging-face-repositories)
- [Set Up Hugging Face SDK >](https://docs.jfrog.com/artifactory/docs/hugging-face-repositories)
- [Scanning Malicious AI Models>](https://docs.jfrog.com/security/docs/malicious-package-detection)

## License Requirements

- Subscriptions: Pro/Pro X/Enterprise X/Ent+
- Deployment: SaaS / Self-hosted / Hybrid

## Hugging Face FAQ

### What file formats does JFrog support for models?

JFrog supports all file formats (i.e. Pickle, ONNX) and frameworks as a derivative of Hugging Face.

### Do JFrog Hugging Face local repositories support federation?

Yes, the model and data files will be included in federations.

### Does JFrog act as a machine learning model repository or registry?

JFrog serves as a ML Model registry with all the benefits of Artifactory and Xray applied to an organization’s models.

## About Hugging Face

Hugging Face is the leading platform for sharing and deploying machine learning models, often called the "GitHub of machine learning." With thousands of open-source models and datasets available, it enables developers to easily integrate state-of-the-art AI capabilities into their applications through its comprehensive APIs and tools.