HridaAI/Hrida-T2SQL-3B-128k-V0.1
HridaAI/Hrida-T2SQL-3B-128k-V0.1 is a small language model (SLM) built on the Phi 3 architecture, specifically designed for Text-to-SQL tasks. It features an expanded 128k token context window, enabling it to convert natural language queries into precise SQL commands. This model is tailored for data scientists and industry professionals to enhance data analysis efficiency and decision-making.
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Hrida-T2SQL-3B-128k-V0.1: Text-to-SQL for Data Professionals
HridaAI's Hrida-T2SQL-3B-128k-V0.1 is a specialized small language model (SLM) engineered to excel in converting natural language into SQL queries. Built upon the efficient Phi 3 architecture, this model is a significant advancement, particularly for data scientists and industry professionals.
Key Capabilities
- Expanded Context Window: Features a substantial 128k token context window, allowing it to handle complex and intricate data queries with high precision.
- Natural Language to SQL Conversion: Designed to accurately transform user-friendly natural language inputs into precise SQL commands.
- SQL Dialect Support: The prompt template includes an optional
Dialectfield, enabling users to specify the desired SQL variant (e.g., MySQL, PostgreSQL) to ensure syntax conformity. - Schema-Aware Query Generation: Requires database schema (
Context) as input, including table names, column names, and data types, to generate highly accurate and relevant SQL queries.
Good For
- Data Analysis Efficiency: Streamlining the process of querying databases for data scientists and analysts.
- Decision-Making: Empowering professionals to quickly extract insights from data without deep SQL expertise.
- Automated SQL Generation: Ideal for applications requiring automated SQL query creation from user input.
For a comprehensive overview, refer to the official blog post.