Fine-tuning time series foundation models helps on some datasets and sizes, but the paper's claim that it consistently beats zero-shot forecasting is not supported by the reported experiments.
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Foundation Models and Fine-Tuning: Toward a New Generation of Models for Time Series Forecasting
Fine-tuning time series foundation models helps on some datasets and sizes, but the paper's claim that it consistently beats zero-shot forecasting is not supported by the reported experiments.