Guild AI
Open-source experiment tracking and hyperparameter tuning tool for machine learning workflows
Guild AI
Open-source experiment tracking and hyperparameter tuning tool for machine learning workflows
Guild AI is an open-source experiment tracking and hyperparameter tuning tool for machine learning that integrates with any training framework and requires no code changes. By running training scripts through Guild, users automatically capture all hyperparameters, metrics, artifacts, and system information for every experiment run. Guild supports distributed hyperparameter search using Bayesian optimization, grid search, and random search strategies. ML researchers and engineers use Guild when they want lightweight experiment tracking without the overhead of full MLOps platforms. The tool's ability to track runs from any existing script without modification makes it easy to adopt without restructuring existing ML workflows.
Key Features
- ✓Zero-code integration
- ✓Experiment tracking
- ✓Hyperparameter optimization
- ✓Artifact management
- ✓Open-source
Quick Info
- Category
- MLOps
- Pricing
- Free
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