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  TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
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  **Resources and Technical Documentation**:
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  * Paper: [A decoder-only foundation model for time-series forecasting](https://arxiv.org/abs/2310.10688), ICML 2024.
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  * [Google Research blog](https://research.google/blog/a-decoder-only-foundation-model-for-time-series-forecasting/)
 
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  TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
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+ # Updates
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+ * October 2, 2025: We changed the structure of the model to fuse QKV matrices into one for speed optimization.
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+ Please reinstall the latest version of the timesfm package to reflect these changes. Results should be unchanged.
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  **Resources and Technical Documentation**:
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  * Paper: [A decoder-only foundation model for time-series forecasting](https://arxiv.org/abs/2310.10688), ICML 2024.
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  * [Google Research blog](https://research.google/blog/a-decoder-only-foundation-model-for-time-series-forecasting/)