SwanLab is an open-source AI experiment tracking and visualization tool designed to support researchers and teams in managing deep learning model training. It offers a platform to track, record, and compare experiments with support for over 30 mainstream AI training frameworks, including HuggingFace Transformers and PyTorch Lightning. SwanLab provides both cloud and offline usage modes, enabling flexibility for different development environments.