--- description: Explore the HUBTrainingSession class for managing Ultralytics YOLO model training, heartbeats, and checkpointing. keywords: Ultralytics, YOLO, HUBTrainingSession, model training, heartbeats, checkpointing, Python --- # Reference for `ultralytics/hub/session.py` !!! success "Improvements" This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/session.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/hub/session.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏
## ::: ultralytics.hub.session.HUBTrainingSession