composer
An open-source library for scalable and flexible deep learning model training. Built on PyTorch, Composer simplifies distributed workflows for large clusters, supporting models like LLMs, CNNs, and transformers. Features include parallel data loading, efficient memory use, and customizable training loops, assisting in automating routine tasks to achieve flexibility and high performance. Designed for those with Python and PyTorch knowledge, it allows seamless integration with streaming datasets and experiment tracking tools for efficient training configurations.
