SQLCoder 34B Alpha
About
SQLCoder-34B Alpha is an advanced large language model developed by Defog.ai, designed to transform natural language questions into SQL queries. With 34 billion parameters, it excels in natural language-to-SQL conversion tasks, significantly outperforming models like GPT-4. The model is based on the Llama architecture and fine-tuned on the CodeLlama base. Trained on over 20,000 human-curated questions across diverse database schemas, it ensures robust performance by not using the same schemas for evaluation. Its capabilities include high accuracy in generating SQL queries with various clauses, although performance varies by query type. Accessible through the Hugging Face library, it offers an easy-to-use interface for business users and data analysts, despite requiring substantial computational resources to run.