Weights And Biases

W&B: log ML experiments, sweeps, model registry, dashboards.

By Orchestra Research · Official Docs · Date unknown

Use Weights & Biases (W&B) when you need to:
- **Track ML experiments** with automatic metric logging
- **Visualize training** in real-time dashboards
- **Compare runs** across hyperparameters and configurations
- **Optimize hyperparameters** with automated sweeps
- **Manage model registry** with versioning and lineage
- **Collaborate on ML projects** with team workspaces
- **Track artifacts** (datasets, models, code) with lineage

Platforms: linux, macos, windows.

hermes skills install official/mlops/evaluation/weights-and-biases

• #skills
• #optional
• #mlops
• #weights and biases
• #wandb
• #experiment tracking
• #hyperparameter tuning