2 papers
cs.LG2025
RWKV-edge: Deeply Compressed RWKV for Resource-Constrained Devices
Wonkyo Choe, Yangfeng Ji, Felix Xiaozhu Lin
To deploy LLMs on resource-contained platforms such as mobile robots and smartphones, non-transformers LLMs have achieved major breakthroughs. Recently, a novel RNN-based LLM famil…
cs.OS2025
Proto: A Guided Journey through Modern OS Construction
Wonkyo Choe, Rongxiang Wang, Afsara Benazir +1
Proto is a new instructional OS that runs on commodity, portable hardware. It showcases modern features, including per-app address spaces, threading, commodity filesystems, USB, DM…