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  - large-time-series-models
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  ---
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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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  There's indeed room for improvement in this small model. We are actively working around it and are glad to see constructive suggestions and noteworthy cases :)
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- # Quickstart
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  ```
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  pip install transformers==4.40.1 # Use this version and Python 3.10 for stable compatibility
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  ```
 
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  - large-time-series-models
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  ---
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+
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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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  There's indeed room for improvement in this small model. We are actively working around it and are glad to see constructive suggestions and noteworthy cases :)
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+ ## Quickstart
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  ```
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  pip install transformers==4.40.1 # Use this version and Python 3.10 for stable compatibility
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  ```