Falcon-7B Model Fine-Tuning for Personalized SQL Query Generation

Overview

This repository contains the scripts and instructions to fine-tune the Falcon-7B model to generate personalized SQL queries. The goal is to enable the model to understand and generate SQL queries tailored to specific user requirements and database schemas.

Prerequisites

Before you begin, ensure you have the following prerequisites:

• Python 3.8 or higher
• PyTorch 1.8 or higher
• Transformers library (transformers package)
• Datasets library (datasets package)
• A GPU with sufficient memory (recommended for faster training)