Meta Llama 4

Small Language Models (SLMs) are transforming enterprise AI with efficient, secure, and specialized solutions. Expected to grow from $0.93 billion in 2025 to $5.45 billion by 2032, SLMs outperform Large Language Models (LLMs) in task-specific applications. With lower computational costs, faster training, and on-premise or edge deployment, SLMs ensure data privacy and compliance. Models like Microsoft’s Phi-4 and Meta’s Llama 4 deliver strong performance in healthcare and finance. Using microservices and fine-tuning, enterprises can integrate SLMs effectively, achieving high ROI and addressing ethical challenges to ensure responsible AI adoption in diverse business contexts.