alibidaran/llama-2-7b-sql_generator_2
TEXT GENERATIONConcurrency Cost:1Model Size:7BQuant:FP8Ctx Length:4kLicense:apache-2.0Architecture:Transformer Open Weights Cold
The alibidaran/llama-2-7b-sql_generator_2 model is a Llama 2-based language model developed by alibidaran, specifically fine-tuned for SQL generation tasks. This model is designed to translate natural language queries into SQL code, leveraging its training on the b-mc2/sql-create-context dataset. Its primary application is to assist developers and data professionals in automating SQL query creation from textual prompts.
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Model Overview
The alibidaran/llama-2-7b-sql_generator_2 is a specialized language model built upon the Llama 2 architecture. Developed by alibidaran, this model is explicitly fine-tuned for the task of generating SQL queries from natural language input.
Key Capabilities
- SQL Generation: Translates English text into executable SQL code.
- Contextual Understanding: Leverages its training on the
b-mc2/sql-create-contextdataset to understand database schemas and generate relevant SQL. - Llama 2 Base: Benefits from the robust foundational capabilities of the Llama 2 model family.
Good For
- Automating SQL Query Writing: Ideal for developers and data analysts who need to quickly generate SQL queries without manual coding.
- Database Interaction: Facilitating easier interaction with databases for users less familiar with SQL syntax.
- Prototyping: Rapidly creating SQL queries for testing and development purposes.