SoftSRV: Learn to Generate Targeted Synthetic Data

Giulia DeSalvo, Jean-Fracois Kagy, Lazaros Karydas +2

We present a novel framework, SoftSRV, that is used to generate targeted synthetic fine-tuning data for improving task-specific model performance. Given a sample from a target dist…