Stability AI Generation Models is an open-source generation model library providing functions for training, inference, and application of various generation models. The library supports training diverse generation models, including PyTorch Lightning-based training, offering rich configuration options and a modular design. Users can leverage this library to train generation models and perform inference and application using the provided models. The library also includes example training configurations and data processing functionalities, facilitating quick start and customization for users.