Track experiments with Weights & Biases or MLflow. Both log metrics, hyperparameters, and artifacts.
Most fine-tuning frameworks integrate directly:
- W&B: Cloud-hosted, great visualization, team sharing
- MLflow: Open-source, self-hostable, on-premises option
Add your API key and training runs log automatically. Compare runs visually, debug issues with detailed logs, and track which configs worked.