How to transfer the knowledge from GPT3 to small private models
CODE + DATA + MODELS
a pipeline that doesn't need people, machine generation is used instead. A bigger teacher model gives information to a smaller student model. Extracted Understanding can be better, sometimes even more excellent than the Details chosen by humans.
What is the distillation of knowledge?
Knowledge distillation is the process of moving information from a big model to a single, more manageable model that may be used in real-world applications. In essence, it is a kind of model compression.
Take the Knowledge out of the GPT-3 and put it into a small model.
Try it now, Ready to use Code: