21CTO

Jun 27, 2026 · Artificial Intelligence

Large vs Small Language Models: An Apple‑Centric Technical Comparison

The article analyses how deployment targets, inference economics, and training budgets drive divergent design choices for large (LLM) and small (SLM) Transformer‑based language models, covering architecture tweaks, data‑centric training methods, quantisation, KV‑cache management, and hybrid routing strategies for production systems.