This repository hosts the official website for WhiteLightning at https://whitelightning.ai, a cutting-edge LLM distillation tool.
WhiteLightning empowers you to create edge-ready AI models with a single line of code and no data required.
Explore the main project repository here!
WhiteLightning distills massive, state-of-the-art language models into lightweight, hyper-efficient text classifiers. It's a command-line tool that lets you create specialized models that run anywhere—from the cloud to the edge—using the universal ONNX format for maximum compatibility.
Want to test your ONNX models across multiple programming languages? Check out our WhiteLightning Test Framework - a comprehensive cross-language testing suite that validates your models in:
- 8 Programming Languages: Python, Java, C++, C, Node.js, Rust, Dart, and Swift
- Performance Benchmarking: Detailed timing, memory usage, and throughput analysis
- Automated Testing: GitHub Actions workflows for continuous validation
- Real-world Scenarios: Test with custom inputs and edge cases
Perfect for ensuring your WhiteLightning models work consistently across all target platforms and deployment environments.
Looking for pre-trained models or want to share your own? Visit our WhiteLightning Model Library - a centralized repository for uploading, downloading, and managing trained machine learning models. Perfect for sharing community contributions and accessing ready-to-use classifiers.