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PowerFM is an open-source repository for foundation models in the power and energy domain. It hosts fine-tuned and domain-trained models for tasks like load forecasting, fault detection, grid simulation, and agent control.

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PowerFM

PowerFM is an open-source repository for foundation models in the power and energy domain. It hosts and collects fine-tuned and domain-trained models for tasks like load forecasting, fault detection, grid simulation, and agent control.

πŸš€ Getting Started with PowerFM

RAG-based Foundation Models

Datacenter Siting Assistant: Solvtra is a tool leverages RAG by incorporating datacenter-specific data, including local regulations, environmental reports, and infrastructure details. As a result, it can provide detailed information for potential datacenter locations, such as land and electricity prices, and generate a map illustrating existing datacenter sites and relevant infrastructure.

🀝 Contributing

We welcome contributions! Please see our Contributing Guidelines for details.

πŸ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.

πŸ™ Acknowledgments

Core Team

Special Thanks

About

PowerFM is an open-source repository for foundation models in the power and energy domain. It hosts fine-tuned and domain-trained models for tasks like load forecasting, fault detection, grid simulation, and agent control.

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