# Natural Language to SQL

Text2SQL-1.5B is a natural language to SQL model optimized based on the Qwen2 architecture, specifically designed to convert user queries into structured SQL statements.

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

This is a fine-tuned model based on TinyLlama-1.1B-Chat-v1.0, specifically designed to convert natural language questions and table structure definitions (DDL) into SQL queries.

This is a fine-tuned version of Phi-2 on the b-mc2/sql-create-context dataset for NL2SQL use cases, specifically designed to convert natural language questions into SQL queries.

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

A powerful large language model for natural language to SQL generation, fine-tuned on CodeLlama-7B, excelling at converting natural language questions into SQL queries

SQLCoder-70B-Alpha is a powerful natural language to SQL large language model that surpasses all general-purpose models (including GPT-4) in text-to-SQL tasks.

SQLCoder-7B is a model fine-tuned based on Mistral-7B, specializing in natural language to SQL tasks, with performance surpassing gpt-3.5-turbo and gpt-4 in certain scenarios.

SQLCoder-34B is a 34-billion-parameter natural language to SQL query model launched by Defog, outperforming mainstream models like GPT-4 in the sql-eval benchmark

A text-to-SQL model fine-tuned based on the Mistral 7B architecture, trained on a dataset of 100,000 SQL query generation instructions to achieve precise conversion from natural language to SQL queries.

SQLCoder-7B is a large language model specifically designed for converting natural language questions into SQL queries, fine-tuned based on Mistral-7B, with performance surpassing GPT-3.5-turbo.

Defog's SQLCoder is a cutting-edge large language model specializing in converting natural language questions into SQL queries.

Sqlcoder is a model developed by Defog.ai, specializing in SQL code generation. Based on the StarCoder architecture, it can convert natural language queries into SQL statements.

A lightweight model fine-tuned on T5-small that generates SQL queries from natural language with table structures, supporting multi-table join operations.

Defog SQLCoder is the state-of-the-art large language model for converting natural language to SQL queries, outperforming GPT-3.5-turbo and other mainstream open-source models.

A text-to-SQL conversion model fine-tuned based on T5-large-LM-adapt, generating executable SQL queries by integrating database table structure information