Prompt2Model (Viswanathan et al, 2023) trains small expert models using just a prompt as input. Training datasets and a base model are automatically retrieved given your prompt. Additional training data are also generated.
Figure by Viswanathan et al, 2023
The chain of components required to achieve this is quite complex but the authors show that prompt2model generates expert models that are very cheap to build and run.
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