6 min read
On-Device LLMs: Running AI Without the Cloud
On-device LLMs explained: running small language models on phones, laptops, and edge devices — privacy, cost, and when it makes sense.
LayerFlow Blog
Budget caps, model routing, and cost control.
Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.