ondevice machine learning

Based on the title, the article guides readers to build offline AI automations on Linux: choosing local models, installing dependencies, optimizing performance (CPU/GPU, quantization), scripting pipelines, and scheduling with cron/systemd. It stresses privacy, reliability, containers, and reproducible setups for end-to-end, network-free AI workflows.