Train large scale models and craft the perfect prompts with Weights & Biases
Trusted by the teams building the largest models
Research Engineer – Facebook AI Research
Co-Founder – OpenAI
CEO and Co-Founder – Stability AI
Train concurrently and collaborate in real-time
Avoid wasting dataset and model versioning
Easily spot failure and waste with Weights & Biases’ real-time model metric and system metric monitoring. Analyze edge cases, highlight regressions, and prune hyperparameters to get the best results from the least resources.
Iterative prompt development
Weights & Biases supports prompt engineering for zero-shot or few-shot tasks by organizing experiments, providing visual and interactive analysis tools, and keeping track of work across chained prompts. It makes exploring a model’s latent space for functional prompts more efficient.
Large scale dataset exploration
Weights & Biases enables dynamic exploration and optimization of large scale model data, predictions, and outputs. It helps you debug datasets and models for continuous improvement and easily share results with your organization.
See Weights & Biases in action
Processing Data for LLMs
Evaluating LLMs
DeepMind Flamingo
Unconditional Image Generation
The Weights & Biases platform helps you streamline your workflow from end to end
Models
Experiments
Track and visualize your ML experiments
Sweeps
Optimize your hyperparameters
Registry
Publish and share your ML models and datasets
Automations
Trigger workflows automatically
Launch
Package and run your ML workflow jobs
Weave
Traces
Explore and
debug LLMs
Evaluations
Rigorous evaluations of GenAI applications