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Tinyllama 1.1B Chat V1.0 Sql Create Context Mlx
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.
Downloads 57
Release Time : 2/22/2024
Model Overview
Fine-tuned with the sql-create-context dataset, this model can understand natural language query conditions and generate accurate SQL statements based on table structures, suitable for database query assistance scenarios.
Model Features
SQL Generation Capability
Can automatically generate SQL queries based on natural language descriptions and table structures.
Compact and Efficient
Based on the 1.1B-parameter TinyLlama model, it maintains performance while reducing resource consumption.
Domain-Specific Fine-Tuning
Specifically optimized and fine-tuned for SQL generation tasks.
Model Capabilities
Natural Language Understanding
SQL Generation
Database Query Assistance
Text Conversion
Use Cases
Database Development
Automatic SQL Query Generation
Automatically generates SQL queries based on natural language descriptions provided by business personnel.
Improves database query efficiency for non-technical users.
Database Teaching Assistance
Helps students learning SQL understand the conversion process from natural language to SQL.
Accelerates the SQL learning curve.
Business Intelligence
Report Query Generation
Automatically converts business analysis requirements into SQL report queries.
Reduces workload for data analysts.
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