Covalent is a Python library that allows you to
- Iterate quickly on large ML models in a local environment
- Assign resource-intensive functions to advanced hardware.
This capability is particularly valuable in scenarios like federated learning, which ensures data privacy by training models on isolated data sources and sharing only model updates.
Covalent is also ideal for other use cases such as machine learning, computer vision, and NLP.
