Keywords AI
Weights & Biases
Observability, Prompts & EvalsLayer 4FreemiumWhat is Weights & Biases?
Weights & Biases (W&B) is the leading experiment tracking and ML operations platform, now extended to LLM applications. W&B Traces provides observability for LLM pipelines, while W&B Weave offers evaluation and production monitoring. The platform also supports model training tracking, hyperparameter sweeps, and artifact management, making it a comprehensive MLOps solution.
Key Features
- ✓ML experiment tracking
- ✓Model and dataset versioning
- ✓Collaborative dashboards
- ✓Sweeps for hyperparameter tuning
- ✓Prompt monitoring and evaluation
Common Use Cases
ML engineers and researchers who need comprehensive experiment tracking
- •ML experiment tracking and comparison
- •Model training run management
- •Team collaboration on ML projects
- •Hyperparameter optimization
- •Model registry and versioning
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