SwanLab is an open-source experiment tracking tool designed for AI model training teams. It provides visualization dashboards for monitoring training metrics, supports both cloud and self-hosted deployment, and integrates with over 50 popular ML frameworks including PyTorch, Transformers, LLaMA Factory, and Ultralytics. The platform enables experiment comparison, hyperparameter tracking, and collaborative analysis of training runs.