A Real-Calibrated Synthetic-First Data Engine
The discussion focuses on 'A Real-Calibrated Synthetic-First Data Engine,' a modular framework designed to solve data reliability issues. It combines controlled synthetic data generation with targeted curation and filtering. Experiments demonstrate that using this mixed training approach, where synthetic data is paired with real anchors, consistently outperforms training solely on real data.