Weights & Biases
Experiment tracking and visualisation for training runs.
Overview
Weights & Biases records the metrics, configuration and artefacts of training runs and makes them comparable. It solves the problem that a training run produces a number, and without a record of what produced it the number cannot be acted on or reproduced. It exists because the alternative is reading console output, and nobody finds the regression that way.
Technology Graph
How Weights & Biases connects to the rest of the stack.
Applied to
- Fine-tuning technique Techniques Weights & Biases used for Fine-tuning High ✓ source
- Pretraining technique Techniques Weights & Biases used for Pretraining High ✓ source
Tools
Software that implements or integrates with Weights & Biases.