Author

Juneyoung Park

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#artificial intelligence Preprint Oct 2026

ixi-sLM: On-Device sLM for AI Call Agent Service

Running an AI call agent on-device makes it private, network-independent, and free of per-query cloud cost, but shipping one as a real-world service imposes constraints a cloud deployment never faces: ~1GiB memory budget, in-call latency and thermal limits, static-integer NPU execution, Korean STT input far from sLM pr...

Hanhee Lee, K. Lee, Juneyoung Park et al. · 0 citations

Preprint Aug 2026

Opt.Gear Technical Report

OptGear-1M is the first generative language model to achieve 20 TPS with W4A32 quantization on the ARM Cortex-M7 CPU of the STM32H747I-DISCO, and is the most data-efficient of the existing foundation models.

Juneyoung Park, Youngwoo Kwon · 0 citations