Instructions to use allenai/ACE2-ERA5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Full Model Emulation
How to use allenai/ACE2-ERA5 with Full Model Emulation:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
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README.md
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- the individual sensitivities to changing sea surface temperature and CO2 are not entirely realistic
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- the medium-range (3-10 day) weather forecast skill is not state of the art
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- not expected to generalize accurately for large perturbations of certain inputs (e.g. doubling of CO2)
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- the individual sensitivities to changing sea surface temperature and CO2 are not entirely realistic
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- the medium-range (3-10 day) weather forecast skill is not state of the art
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- not expected to generalize accurately for large perturbations of certain inputs (e.g. doubling of CO2)
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### Complete training dataset
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This repository just contains the data necessary for inference starting from a select number of
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past times. You can find the complete training dataset spanning 1940-2022 at this requester-pays
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Google cloud bucket: `gs://ai2cm-public-requester-pays/2024-11-13-ai2-climate-emulator-v2-amip/data/era5-1deg-1940-2022.zarr`.
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