README.md

---
title: TinySQL Demo
emoji: 🔍
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
---

# TinySQL: Text-to-SQL Generation Demo

Generate SQL queries from natural language using models trained on the TinySQL dataset.

## Features

- **20 models** to choose from (33M to 1B parameters)
- **Multiple datasets** (CS1, CS2, CS3, CS4 and CS5 with base and synonym variants)
- **Interactive interface** with example queries

## Paper

[TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research](https://arxiv.org/abs/2503.12730)

## Resources

- [GitHub Repository](https://github.com/withmartian/TinySQL)
- [Dataset & Models](https://huggingface.co/collections/withmartian/tinysql-6760e92748b63fa56a6ffc9f)