Weights & Biases (W&B)
ML experiment tracking and model management platform
MLOps
Free
Quick Summary
Best For:
Industry-standard experiment tracking. Strong reproducibility features.
Pricing:
Free tier available, paid plans from $50/month
Key Differentiator:
Experiment tracking and management
Overview
Weights & Biases (W&B) is a comprehensive MLOps platform crucial for managing dozens of experiments by tracking key metrics, logging hyperparameters, and automating workflows for hyperparameter optimization and prompt engineering. W&B supports advanced features like model management and no-code ML app development. It ensures experiment reproducibility and provides essential governance for production ML deployments.
Official Website: wandb.ai
Features
- Experiment tracking and management
- Hyperparameter optimization automation
- Prompt engineering workflows
- Model management and versioning
- No-code ML app development