Collected molecules will appear here. Add from search or explore.
Enhances Text-to-SQL performance in Small Language Models (SLMs) by distilling reasoning from larger LLMs using a formal, structured Chain-of-Thought (SCoT) framework rather than unstructured text traces.
Defensibility
citations
0
co_authors
2
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.
TECH STACK
INTEGRATION
reference_implementation
READINESS