Horizon-LM: A RAM-Centric Architecture for LLM Training

Zhengqing Yuan, Lichao Sun, Yanfang Ye

The rapid growth of large language models (LLMs) has outpaced the evolution of single-GPU hardware, making model scale increasingly constrained by memory capacity rather than compu…