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  # ACE2-ERA5 training artifacts
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  This repository contains artifacts generated while training the ACE2-ERA5 model for the [ACE2 paper](https://www.nature.com/articles/s41612-025-01090-0).
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- These checkpoints may be useful for certain research purposes, but **for almost cases we recommend using the ACE2-ERA5 checkpoint** from
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- [this repository](https://huggingface.co/allenai/ACE2-ERA5), which was the model described in the
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  [ACE2 paper](https://www.nature.com/articles/s41612-025-01090-0) and which has the lowest climate bias of all these checkpoints.
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  Specifically, this repository includes checkpoints from all four random seed training runs and additional intermediate
 
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  # ACE2-ERA5 training artifacts
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  This repository contains artifacts generated while training the ACE2-ERA5 model for the [ACE2 paper](https://www.nature.com/articles/s41612-025-01090-0).
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+ These checkpoints may be useful for certain research purposes, but **for almost cases we recommend using the ACE2-ERA5 checkpoint from
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+ [this repository](https://huggingface.co/allenai/ACE2-ERA5)**, which was the model described in the
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  [ACE2 paper](https://www.nature.com/articles/s41612-025-01090-0) and which has the lowest climate bias of all these checkpoints.
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  Specifically, this repository includes checkpoints from all four random seed training runs and additional intermediate