Manufacturers Adopt Small Language Models For Edge

Industry practitioners at IIoT World Days (2020–2025) and the ARC Industry Leadership Forum 2026 report a shift toward Small Language Models (SLMs) deployed at the industrial edge for secure, low-latency manufacturing tasks. Deployments such as Microsoft’s Phi-3 7B on NVIDIA Jetson reportedly reduce costs by about 75% versus cloud LLMs while enabling 5–20 ms inference and localized digital twins. Vendors recommend hybrid edge/cloud architectures for operational and strategic AI.
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