Mamba4Cast: Efficient Zero-Shot Time Series Forecasting with State Space Models

Sathya Kamesh Bhethanabhotla, Omar Swelam, Julien Siems +2

This paper introduces Mamba4Cast, a zero-shot foundation model for time series forecasting. Based on the Mamba architecture and inspired by Prior-data Fitted Networks (PFNs), Mamba…