AI & Cloud Infrastructure
February 17, 2026Small Language Models On-Prem: The Phi-4 and Llama 3.3 ROI Math
When running small language models on-prem actually beats hosted inference — Phi-4, Llama 3.3, GPU sizing, Ollama and vLLM deployment patterns, and the honest cost math for Swedish data-residency workloads.
SLM
On-Premise AI
Phi-4
Llama
Ollama
By Falak Mahmood