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Salesforce’s New Moirai-MoE Model Sets a Benchmark in Time Series Prediction

  • Salesforce AI Research has launched Moirai-MoE, the first mixture-of-experts time series foundation model.
  • The model achieves token-level specialization and outperforms its predecessor, Moirai, by 17%.
  • Moirai-MoE performs better than competitors in testing and surpasses larger models by 8% to 17% in different metrics.
  • The model simplifies time series forecasting by using sparse mixture-of-experts transformers and a decoder-only training method.

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