SplitLite: Low-Rank Residual Compression for Split Learning

Tao Li, Yulin Tang, Qi Guo +1

Federated fine-tuning of on-device large language models (LLMs) faces a significant computing burden. To overcome this limitation, split learning (SL) has emerged as a promising so…