Hyperparameter and Metric Tracking
Automatically logs hyperparameters and training metrics during model training loops using a Python API.
Interactive Visualization Dashboard
Provides charts for line plots, system resource monitoring, and experiment comparisons accessible both online and locally.
Multi-Framework Integration
Compatible with over 30 AI training frameworks including HuggingFace Transformers, PyTorch Lightning, Hydra, Swift, and Axolotl.
Multi-User Collaboration and Sharing
Enables experiment sharing via links and supports collaboration within teams and organizations.
Cloud and Offline Modes
Supports cloud usage with API key login and local/offline modes including self-hosting without cloud dependency.
Multimedia and Configuration Logging
Allows recording of images, audio, text, and configuration files alongside experiment data.