OneGate/OG-SQL-7B
TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kPublished:Apr 14, 2024License:cc-by-4.0Architecture:Transformer0.0K Open Weights Cold
OG-SQL-7B is a 7 billion parameter transformer model developed by OneGate, fine-tuned from CodeLlama 7B. This model specializes in converting natural language text into SQL queries. Its primary function is to facilitate database interaction by generating structured SQL commands from user prompts, making it ideal for applications requiring natural language to SQL translation.
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OG-SQL-7B: Natural Language to SQL Model
OG-SQL-7B is a 7 billion parameter transformer model, fine-tuned from the CodeLlama 7B architecture. Its core capability lies in translating natural language text into executable SQL queries, simplifying database interactions for users without extensive SQL knowledge.
Key Capabilities
- Natural Language to SQL Conversion: Directly transforms user-provided natural language questions into structured SQL commands.
- Database Query Facilitation: Enables easier querying of databases by abstracting the need for manual SQL composition.
- CodeLlama Base: Benefits from the robust code generation capabilities inherited from its CodeLlama 7B foundation.
Good For
- SQL Query Generation: Ideal for applications that require automated SQL query creation from plain text.
- Database Interaction Tools: Suitable for building interfaces where users can interact with databases using natural language.
- Reducing Manual SQL Effort: Helps developers and data analysts quickly generate SQL without writing it from scratch.