Data Kernel Perspective Space Performance Guarantees for Synthetic Data from Transformer Models

Michael Browder, Kevin Duh, J. David Harris +5

Scarcity of labeled training data remains the long pole in the tent for building performant language technology and generative AI models. Transformer models -- particularly LLMs --…