hpcaitech/ColossalAI

Colossal-AI is an open-source deep learning framework designed to tackle the challenges of training and deploying massive AI models, particularly large language models. It achieves this by implementing state-of-the-art distributed training strategies, including various parallelism techniques (Zero, Tensor, Pipeline Parallelism) and memory optimization methods. The project aims to democratize access to large-scale AI by reducing computational costs and accelerating training times, making advanced AI research and application development more feasible for a wider range of users and organizations.