Hugging Face
Hugging Face is a platform that facilitates collaboration in the machine learning community, offering a range of models, datasets, and applications, along with Pro and Enterprise solutions for advanced features and support.
Services
Hugging Face provides a comprehensive suite of services that cater to both individuals and enterprises. Services include a Pro Account subscription with features such as ZeroGPU, Dev Mode for Spaces, and increased rate limits for serverless inference. The platform also offers Compute solutions, allowing users to deploy on optimized Inference Endpoints or upgrade Spaces applications to a GPU. Enterprise solutions include advanced platform features, enterprise-grade security, access controls, and dedicated support.
Products
Hugging Face's product line includes a variety of open-source libraries like Transformers, Diffusers, Safetensors, Hub Python Library, Tokenizers, PEFT, and Transformers.js. The platform hosts over 400,000 models and 100,000 datasets, supporting multiple modalities including text, image, video, audio, and 3D. Additionally, users can create and share AI applications through the 'Spaces' feature. Text Generation Inference is available for serving large language models, and the 'HuggingChat' feature makes AI chat models accessible to everyone.
Collaborations
Hugging Face is involved in various collaborations to enhance its offerings. Notably, the company collaborates with Intel to optimize AI software tools for Intel architecture. Hugging Face also supports deploying models on Amazon SageMaker and integrates with major cloud platforms like AWS, Azure, and GCP, providing versatile deployment options.
Community and Resources
Hugging Face fosters a robust machine learning community, enabling over 50,000 organizations to collaborate on models, datasets, and applications. The platform features a community forum for discussions and support. Hugging Face also offers a variety of courses, covering topics such as NLP, Deep RL, Computer Vision, Audio, ML for Games, Diffusion, and ML for 3D, contributing to the continuous education of its user base.
Enterprise Solutions
Hugging Face provides tailored solutions for enterprise clients, including advanced platform features, enterprise-grade security, access controls, and dedicated support. Enterprises can benefit from Inference Endpoints, which allow deploying models on a fully managed infrastructure. The platform's Enterprise solutions are designed to meet the needs of large-scale deployments and sophisticated machine learning projects.