
In recent years, a noteworthy shift has been observed within enterprises leveraging artificial intelligence where smaller language models (SLMs) are increasingly preferred over their larger counterparts. This trend emerges from the distinct advantages that SLMs offer, such as lower costs and enhanced agility, allowing organizations to adapt more swiftly to changing demands. Large language models (LLMs), while powerful, often require