WhiteLightning is an open source command line tool designed to help developers quickly generate lightweight text classification models with a single line of command. It generates synthetic data using a large language model and trains ONNX models smaller than 1MB using faculty-student distillation techniques. These models are supported to run completely offline and are particularly suitable for edge devices such as Raspberry Pi, cell phones or low-power devices. The main application scenarios include sentiment analysis, spam filtering and other text categorization tasks.
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 the main purpose of the WhiteLightning tool?
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