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  # Time-Series Transformer (Timer)
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  Large time-series model introduced in this [paper](https://arxiv.org/abs/2402.02368) and enhanced with our [further work](https://arxiv.org/abs/2410.04803).
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  This version is univariate pre-trained on **260B** time points with **84M** parameters, a lightweight generative Transformer for zero-shot point forecasting.
 
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  # Time-Series Transformer (Timer)
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+ **Update** (2025.5): We release a generative time series foundation model [(Sundial)](https://arxiv.org/abs/2502.00816) on [HuggingFace](https://huggingface.co/thuml/sundial-base-128m).
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  Large time-series model introduced in this [paper](https://arxiv.org/abs/2402.02368) and enhanced with our [further work](https://arxiv.org/abs/2410.04803).
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  This version is univariate pre-trained on **260B** time points with **84M** parameters, a lightweight generative Transformer for zero-shot point forecasting.