NSQL
About
The NSQL family comprises a series of open-source large language models (LLMs) tailored for generating SQL queries. These autoregressive models excel in predicting the next word in a sequence, transforming natural language instructions into precise SQL code. Available in varied sizes (350M, 2B, and 6B parameters), they cater to diverse hardware and privacy requirements. Their creator, Numbers Station, highlights their open-source design, facilitating commercial use and customization to infuse specific business needs. Notably, NSQL models surpass current open-source models in execution accuracy, with the NSQL-Llama-2-7B model, leveraging Meta's Llama 2 architecture, marking substantial performance improvements 126.