04:58
2026-10-02
dev.to
machine-learning
AI on Edge: One forward pass, one letter: a decision model that runs on a laptop
A developer built a small local decision model on a 24 GB MacBook that returns a single lettered label plus a calibrated confidence score in one forward pass, using Gemma 4 E2B (4-bit) with a 52 MB ra…