Jaewon Lee

Synthetic Data Generation for Supervised Fine-Tuning: A Comprehensive Survey

2026 · Zenodo (CERN European Organization for Nuclear Research)

This survey provides a comprehensive analysis of Synthetic Data Generation (SDG) for Supervised Fine-Tuning (SFT), a transformative shift in the Large Language Model (LLM) alignment lifecycle. As the demand for high-quality instructional data outpaces human …