然而,当前大多数先进的Text-to- SQL 方法依赖于闭源的LLMs,这带来了诸多局限性,如模型架构不透明、数据隐私风险以及高昂的推理开销等。 图2:金融领域的文本 SQL 示例 1.2 论文核心创新点 开源语言模型:本文介绍了 CodeS ,这是一系列完全开源的语言模型,参数规模从1B到15B不等,专为Text-to- SQL 任务设计,解决了
CodeS: Towards Building Open-source Language Models for Text-to-SQL论文笔记 Peking2025 增量预训练。为了提高现有语言模型的SQL生成和自然语言理解能力,我们首先收集了一个新的语料库,包括11GB的与SQL相关的数据、6GB的NL-to-code数据和4.5GB的与自然语言相关的数据,这些数据来自多种来源。然后,基于StarCoder,...
Utilizing CodeS, we have launched a text-to-SQL demo. You can access it atRUCKBReasoning/text2sql-demo. Feel free to explore and follow the provided instructions to customize your own text-to-SQL demo! Update (2024.4.19):We are excited to announce the release of our newly developed schem...
Text-to-SQL Demo This repository releases a text-to-SQL demo, powered by CodeS, a language model specifically tailored for text-to-SQL translation. Experience our demo firsthand by visiting: http://101.42.9.17:5000/chatbot. It is important to note that CodeS is designed as a single-turn ...
Codes 开源项目管理软件是一款国产的开源项目管理软件。包含项目协同管理,任务管理,测试管理,缺陷管理,接口自动化测试,cicd ,项目文档管理等功能。 他是一款专业的研发项目管理软件,采用事件驱动 + 信息流的架构实现了 “事找人”;也是国内第一款重新定义 SaaS 模式的研发管理软件:云上认证 + 本地安装 + 不限功能...
Whenreason-codeis 00E7000E andresource-typeis 00001080, SQLCODE -904 was issued byIBM® Db2 Analytics Accelerator for z/OS, andresource-nameis message text from the accelerator that indicates the cause of the failure. System action The SQL statement cannot be processed. ...
Learn about SQLSTATE errors in Azure Databricks. A SQLSTATE is a SQL standard encoding for error conditions used by JDBC, ODBC, and other client APIs.
AN INVALID SQLSTATE sqlstate IS SPECIFIED IN A RAISE_ERROR FUNCTION, RESIGNAL STATEMENT, OR SIGNAL STATEMENT -438 APPLICATION RAISED ERROR WITH DIAGNOSTIC TEXT: text -440 NO AUTHORIZED routine-type BY THE NAME routine-name HAVING COMPATIBLE ARGUMENTS WAS FOUND -441 INVALID USE OF 'DISTINCT' OR...
22032 invalid_json_text 22033 invalid_sql_json_subscript 22034 more_than_one_sql_json_item 22035 no_sql_json_item 22036 non_numeric_sql_json_item 22037 non_unique_keys_in_a_json_object 22038 singleton_sql_json_item_required 22039 sql_json_array_not_found 2203A sql_json_member_not_found ...
Based on X/Open and SQL Access Group SQL CAE Specifications (1992), SQLERROR returns an SQLSTATE value. An SQLSTATE value is a string composed of five characters, the fir