Unified API for Pretrained Models
Provides a consistent interface to load and use pretrained models across NLP, vision, audio, video, and multimodal tasks.
Extensive Model Hub Integration
Access to over 1 million model checkpoints hosted on the Hugging Face Hub for quick prototyping and deployment.
Custom Tool and Agent Building
Supports creation of custom tools and agents that combine multiple models, such as image fetching and captioning workflows.
Simple and Efficient Model Definition
Enables defining new state-of-the-art models with minimal and customizable abstractions.
Compatibility with ML Frameworks
Works with popular machine learning frameworks like PyTorch and TensorFlow for local model execution after installation.