A pipeline that generates database-validated chain-of-thought SQL rationales from a 70B teacher, and fine-tunes an 8B student on the longest rationales, improves BIRD dev execution accuracy to 67.41%.
Complexity-based prompting for multi-step reasoning
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Rationalization Models for Text-to-SQL
A pipeline that generates database-validated chain-of-thought SQL rationales from a 70B teacher, and fine-tunes an 8B student on the longest rationales, improves BIRD dev execution accuracy to 67.41%.