Hydra
A framework for elegantly configuring complex applications
Featured projects
Built with Hydra
Amazon SageMaker HyperPod Recipes
AWS recipes for training, fine-tuning, evaluating, and reinforcing foundation models on SageMaker HyperPod.
Frameworkbionemo-recipes
BioNeMo Recipes: For building and adapting AI models in drug discovery at scale
DatasetBirdSet
A benchmark dataset collection for bird sound classification
FrameworkChitu
High-performance inference framework for large language models, focusing on efficiency, flexibility, and availability.
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No boilerplate
Hydra lets you focus on the problem at hand instead of spending time on boilerplate code like command line flags, loading configuration files, logging etc.
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Powerful configuration
With Hydra, you can compose your configuration dynamically, enabling you to easily get the perfect configuration for each run. You can override everything from the command line, which makes experimentation fast, and removes the need to maintain multiple similar configuration files.
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Pluggable architecture
Hydra has a pluggable architecture, enabling it to integrate with your infrastructure. Future plugins will enable launching your code on AWS or other cloud providers directly from the command line.