Nemotron Labs Dory 1.0 4B on an 8 GB GPU: What Fits and What Does Not
Nemotron Labs Dory 1.0 4B fits an 8 GB GPU in Q5_K_M or FP4 formats, but BF16 does not. Weight sizes, loop trade-offs and what is still unverified.
small language models
Edge AI vs Cloud GPU Inference 2026: The Data Sovereignty and Latency-Cost Framework
A construction-site monitoring system that ships raw video to the cloud for object detection is not primarily an engineering decision in Europe in 2026 — it is a GDPR liability, because video of a workplace is video of identifiable people, and every frame that leaves the site becomes a data-protection question a works council can … Read more