VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models
arXiv:2508.15229v3 Announce Type: replace
Abstract: Small Language Models (SLMs) provide computational advantages in resource-constrained environments, yet memory limitations remain a critical bottleneck for edge device deployment. A substantial porti…