WhiteLightning is an open source command-line tool designed to quickly generate lightweight text categorization models with a single line of command. Its core features include:
- One-click model generation: Users do not need to prepare real data, the tool automatically generates synthetic training data using a large language model (e.g., GPT-4o-mini).
- Lightweight Deployment: The generated models are in ONNX format of less than 1MB and support full offline operation, suitable for edge devices such as Raspberry Pi or cell phones.
- Multi-language support: Compatible with Python, Rust, Swift and other programming languages, adapting to different development environments.
- Privacy: No need for cloud APIs after model deployment to safeguard data security.
The tool is particularly suitable for scenarios such as sentiment analysis, spam filtering, etc. It is developed by Ukrainian company Inoxoft under the GPL-3.0 open source license.
This answer comes from the articleWhiteLightning: an open source tool for generating lightweight offline text classification models in one clickThe
May not be reproduced without permission:AI productivity tools " What is WhiteLightning and what is its core function?
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