Synthetic Data Generation with LLMs

By C.W. Jameson · Published 15 June 2025 · Last reviewed 15 July 2025

Synthetic data sounds like a shortcut. Used correctly, it is one of the highest-leverage data strategies available.

How to generate high-quality synthetic training data using large models: techniques, quality control, and when it works.