PocketTSLM: Deploying an On-Device Soft-Prompt Time-Series Language Model for Privacy-Preserving Smartphone Reasoning

arXiv:2610.21308 · cs.LG, cs.CL · Submitted 2026-10-15 · Read on arXiv

cs.LG, cs.CL

Submitted: 2026-10-15

Updated: 2026-10-15

Comments: 15 pages, 3 figures. A version of this paper was accepted at the Workshop on Deploying AI in Healthcare (DAIH) at COLM 2026. Code: https://github.com/SchmiedmayerLab/PocketTSLM

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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