t5-small-finetuned-nl2sql Open Source Model - Effortlessly Convert Natural Language to SQL Queries for Free

Home

T5 Small Finetuned Nl2sql

Developed by Shritama

A T5-small fine-tuned NL2SQL model for converting natural language to SQL queries

Large Language Model

Transformers

Open Source License:Apache-2.0 #Natural Language to SQL #Text to Query #Database Interaction

Downloads 27

Release Time : 2/19/2024

Model Overview

This model is a fine-tuned version based on the T5-small architecture, specifically designed to convert natural language questions into SQL query statements. Suitable for database query scenarios.

Model Features

Text-to-SQL Conversion

Capable of understanding natural language questions and generating corresponding SQL queries

Based on T5 Architecture

Uses Transformer architecture with strong sequence-to-sequence conversion capabilities

Lightweight Model

The small version has fewer parameters, making it suitable for resource-limited environments

Model Capabilities

Natural Language Processing

Text-to-SQL Conversion

Database Query Generation

Use Cases

Database Applications

Database Queries for Non-Technical Users

Allows non-technical users to query databases using natural language

Reduces the technical barrier for database queries

Business Intelligence Tool Integration

Integration into BI tools to provide natural language query interfaces

Improves data analysis efficiency

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	356	1.1085	0.0	0.0	0.0	0.0	0.0

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご

T5 Small Finetuned Nl2sql

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 t5-small-finetuned-nl2sql

🚀 Quick Start

📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

📄 License