Trackio is a new open-source experiment tracking library from Hugging Face that simplifies the process of tracking metrics during machine learning model training. It features a local dashboard, seamless integration with Hugging Face Spaces for easy sharing, and compatibility with existing libraries like wandb, allowing users to adopt it with minimal changes to their code.