An Empirical Study of On-Device Translation for Real-Time Live-Stream Chat on Mobile Devices
Experiments on five mobile devices provide a systematic empirical assessment of widely adopted on-device models, highlighting the importance of model selection and deployment constraints when adapting them to specialized tasks and serving a large and heterogeneous user base.