#Versioning

KitOps is a versatile packaging and versioning tool for AI/ML projects, focused on standards compliance and integration with existing development tools. ModelKits facilitate efficient distribution and deployment of AI models and datasets within enterprise registries. With features like selective unpacking, tamper-proofing, and automation, KitOps optimizes model management and collaboration between technical roles, adhering to EU AI Act regulations.

This open-source tool simplifies machine learning model versioning, storage, and retrieval across local systems and cloud services like AWS, GCP, and Azure. Models can be managed by domains and states, easily downloaded or loaded into memory, and utilized through a command-line interface. Supports a wide range of libraries including TensorFlow, PyTorch, and Scikit Learn for flexible usage.

DeeperSpeed is a tailored version of Microsoft's DeepSpeed library, focusing on optimizing EleutherAI’s GPT-NeoX. It provides distinct versioned releases, keeping older versions for compatibility, while adopting the newest updates of DeepSpeed for improved performance and continued development.