This specialized approach pays dividends in real-world applications. For businesses, the advantages are clear: faster processing speeds, lower operational costs, and the ability to run models on standard hardware. But perhaps most importantly, SLMs can often be deployed locally, eliminating the need to send sensitive data to external servers – a crucial consideration for industries like healthcare, finance, and legal services.