The purpose of the Text-to-SQL task is to bridge the gap between natural language and SQL queries. Current approaches mainly rely on large language models (LLMs), but employing them for Text-to-SQL ha ...
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32B大模型Text2SQL微调——项目复盘
本文将分享一个医疗数据分析领域的 Text2SQL 项目。这是我第一个 Text2SQL 项目,算是这个场景中的新手,踩了不少坑,刚好和大家分享。 背景:客户内部有几十个业务数据库,分析师每天要写大量 SQL。需要构建自然语言转 SQL 的工具——用户用中文提问,系统自动生成 SQL 查询。 由于数据库 schema ...
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