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README.md
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- 📂 [All Models](https://huggingface.co/collections/allenai/ace-67327d822f0f0d8e0e5e6ca4)
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Briefly, the strengths of ACE-climSST are:
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- long-term stability
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- highly accurate time-mean climate compared to its target dataset
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- very fast inference compared to typical physics-based atmospheric models
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Some known weaknesses are:
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- responses to El Niño-like sea surface temperature variability and long-term warming trends are not accurately captured
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- small but non-zero drifts in total dry air mass of the atmosphere
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Note the checkpoint provided here is the same as the one in [this Zenodo repository](https://zenodo.org/records/10791087), just with the optimizer state removed to decrease the checkpoint size.
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- 📂 [All Models](https://huggingface.co/collections/allenai/ace-67327d822f0f0d8e0e5e6ca4)
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Briefly, the strengths of ACE-climSST are:
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- long-term stability,
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+
- highly accurate time-mean climate compared to its target dataset,
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+
- very fast inference compared to typical physics-based atmospheric models.
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26 |
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Some known weaknesses are:
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+
- responses to El Niño-like sea surface temperature variability and long-term warming trends are not accurately captured,
|
29 |
+
- small but non-zero drifts in total dry air mass of the atmosphere.
|
30 |
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31 |
Note the checkpoint provided here is the same as the one in [this Zenodo repository](https://zenodo.org/records/10791087), just with the optimizer state removed to decrease the checkpoint size.
|