Small but Mighty: Enhancing Time Series Forecasting with Lightweight LLMs

Haoran Fan, Bin Li, Yixuan Weng +1

While LLMs have demonstrated remarkable potential in time series forecasting, their practical deployment remains constrained by excessive computational demands and memory footprint…