IEEE

EBA-SQL: A Multi-Agent Collaborative Framework with Entity-Based Analysis for Text-to-SQL

Abstract: The in-context learning capability of Large Language Models has achieved significant success in text-to-SQL task. Most existed approaches generally adopt a straightforward three-stage ...
IEEE

Fine-Tuning Gemma-2B for Text-to-SQL Generation

Abstract: Through this study, the concept of large language models (LLM) in the context of generative AI has been explored. Gemma-2B, with 4-bit quantization is fine-tuned to bridge the gap between ...