Knowledge Distillation with Structured Chain-of-Thought for Text-to-SQL

The project is a code accompaniment to a research paper. While the approach of using structured CoT for distillation is a logical improvement over unstructured methods, the project currently has zero stars and minimal engagement, making it a reference implementation rather than a defensible tool or platform. Frontier labs are likely to include similar specialized distillation workflows in their enterprise-grade fine-tuning offerings.