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Codes 7b

Developed by seeklhy
CodeS-7B is a large language model optimized for SQL generation, based on incremental pre-training of StarCoderBase-7B, supporting a maximum context length of 8,192 tokens.
Large Language Model
Transformers
 OtherOpen Source License:Apache-2.0#Text-to-SQL#Incremental Pre-training#Long Context Support
Downloads 409
Release Time : 8/27/2023

Model Overview

The CodeS series models are specifically optimized for SQL generation, demonstrating excellent performance on the Spider and Bird text-to-SQL benchmarks. CodeS-7B is the 7B parameter model in this series.

Model Features

SQL Generation Optimization
Specially optimized for SQL generation tasks, excelling in related tasks
Long Context Support
Supports a maximum context length of 8,192 tokens
High Performance
Achieves state-of-the-art performance on the Spider and Bird text-to-SQL benchmarks

Model Capabilities

Text-to-SQL
SQL Query Generation
Natural Language to SQL Conversion

Use Cases

Database Query
Natural Language Query Conversion
Converts user queries described in natural language into SQL statements
Demonstrates excellent performance on the Spider and Bird benchmarks
Database Interaction Simplification
Helps non-technical users interact with databases through natural language
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