This whitepaper explores the trade-offs between Small Language Models (SLMs) and Large Language Models (LLMs), outlining their differences in accuracy, cost, deployment, and scalability. It highlights real-world industry applications, introduces layered model strategies and smart routing, and provides clear executive guidance on when to choose SLMs, LLMs, or hybrids for maximum ROI and long-term scalability
This whitepaper explores the trade-offs between Small Language Models (SLMs) and Large Language Models (LLMs), outlining their differences in accuracy, cost, deployment, and scalability. It highlights real-world industry applications, introduces layered model strategies and smart routing, and provides clear executive guidance on when to choose SLMs, LLMs, or hybrids for maximum ROI and long-term scalability
Konverge AI is a pure-play decision science firm dedicated to empowering businesses with the power of AI. As industry pioneers, we operate at the intersection of data, machine learning (ML) models, and business insights that help you develop cutting-edge AI products and solutions.