Leveraging large language models for text-to-SQL synthesis, this project fine-tunes WizardLM/WizardCoder-15B-V1.0 with QLoRA on a custom Spider training dataset. The resultant model, achieves 61% execution accuracy, incorporating database context for validation.
https://huggingface.co/spaces/richardr1126/sql-skeleton-wizardcoder-demo