GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
marktechpost

How to Build a Privacy-Preserving Federated Pipeline to Fine-Tune Large Language Models with LoRA Using Flower and PEFT

In this tutorial, we demonstrate how to federate fine-tuning of a large language model using LoRA without ever centralizing private text data. We simulate multiple organizations as virtual clients and ...
GitHub

GoogleSQL - Analyzer Framework for SQL

GoogleSQL was previously named ZetaSQL. Please refer to this doc for a guide that helps you to migrate. GoogleSQL defines a SQL language (grammar, types, data model, semantics, and function library) ...
IEEE

Natural Language Query to SQL Conversion Using Machine Learning Approach

Abstract: Natural Language Processing is a computer science and artificial intelligence topic concerned with computer-human language interactions and how computers are designed for processing and ...
IEEE

DLBench: A Comprehensive Benchmark for SQL Translation with Large Language Models

Abstract: In recent years, the growing complexity of database management systems (DBMSs) and the proliferation of SQL dialects have created significant challenges for database migration, federation, ...