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Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling

Intermediate

Yong Liu, Xingjian Su et al.Mar 5arXiv

Timer-S1 is a huge time-series model (8.3B parameters, only 0.75B used per step) that predicts the future by thinking step-by-step inside one forward pass.

#time series forecasting#foundation models#Mixture-of-Experts

Papers1

Timer-S1: A Billion-Scale Time Series Foundation Model with Serial Scaling