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What is Hugging Face?
Hugging Face serves as the premier collaboration platform for the machine learning community, providing a comprehensive ecosystem for hosting and developing AI solutions. The platform enables users to work with various modalities including text, image, video, audio, and 3D content, while offering unlimited hosting for models, datasets, and applications.
The platform combines powerful open-source tools with enterprise-grade solutions, featuring state-of-the-art machine learning capabilities through libraries like Transformers, Diffusers, and Datasets. It supports both individual developers and large organizations with features ranging from basic collaboration tools to advanced deployment options and dedicated support systems.
Features
- Model Repository: Host and collaborate on unlimited AI models
- Dataset Management: Access and share 100k+ datasets
- Spaces: Deploy and showcase ML applications
- Compute Solutions: Access to GPU and TPU resources
- Enterprise Security: SSO, SAML support, and audit logs
- Development Tools: State-of-the-art ML libraries and frameworks
- Collaboration Features: Git-based version control and team management
- Inference Endpoints: Dedicated model deployment infrastructure
Use Cases
- Machine Learning Model Development
- Dataset Creation and Sharing
- AI Application Deployment
- Team Collaboration on ML Projects
- Enterprise AI Development
- Model Training and Fine-tuning
- Research and Experimentation
- Production Model Deployment
FAQs
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What hardware options are available for Spaces?
Hugging Face offers various hardware options ranging from free CPU instances to high-end GPU configurations including Nvidia T4, L4, A10G, A100, and TPU options, with prices starting from $0/hour for basic CPU to $23.50/hour for advanced configurations. -
What are the enterprise features available?
Enterprise features include SSO and SAML support, storage regions, audit logs, resource groups, centralized token control, private datasets viewer, advanced compute options, and priority support. -
What comes with the Pro account subscription?
Pro account ($9/month) includes ZeroGPU with 5x usage quota, Spaces hosting with A100 hardware, Dev Mode, Dataset Viewer for private datasets, higher rate limits for inference API, and early access to upcoming features.
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