Back to Skills Hub
Weights & Biases Monitor

Weights & Biases Monitor

@chrisvoncsefalvay
developmentW&B MonitoringTraining AnalysisModel Diagnostics

Monitor, analyze, and compare Weights & Biases training runs with health diagnostics, gradient analysis, and performance metrics.

🚀 Monitor and analyze your Weights & Biases training runs in seconds. Detect issues like exploding gradients, stalled jobs, and performance bottlenecks automatically. Get instant health verdicts on any run, compare experiments side-by-side, or check all your active jobs at once with a single command.

💡 Perfect for morning briefings, debugging slow training, and A/B testing hyperparameters. Watch all running jobs across projects, spot failures instantly, and make data-driven decisions about which experiments to keep or kill.

✨ Handles metric naming variations automatically and provides both human-readable summaries and JSON output for integration with other tools.

GitHub

Requirements

Weights & Biases API Key

WANDB_API_KEY environment variable or wandb login authentication

wandb

Weights & Biases Python SDK