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Chat2db SQL 7B

Developed by Chat2DB
A 7-billion-parameter model fine-tuned on CodeLlama, specifically designed for natural language to SQL tasks, supporting multiple SQL dialects and 16k context length processing
Downloads 382
Release Time : 4/1/2024

Model Overview

A component of the open-source project Chat2DB, providing efficient conversion of natural language queries into structured SQL statements

Model Features

Multi-dialect Support
Supports various common SQL dialects including MySQL, PostgreSQL, SQLite, etc.
Long Context Processing
Capable of processing up to 16k context length
Efficient Conversion
Optimized specifically for natural language to SQL tasks

Model Capabilities

Natural Language to SQL
Multi-SQL Dialect Conversion
Database Query Generation

Use Cases

Database Management
Natural Language Query Conversion
Convert user's natural language queries into structured SQL statements
Achieved a comprehensive score of 77.3 on the spider dataset
Database Interaction Simplification
Lower the barrier for non-technical users to interact with databases
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