A Foundation Model for Instruction-Conditioned In-Context Time Series Tasks

Anish Saha, Konstantin Shmakov

In-context learning (ICL) enables task adaptation at inference time by conditioning on demonstrations rather than updating model parameters. Although recent time-series foundation…