Instructions to use allenai/SamudrACE-E3SMv3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Full Model Emulation
How to use allenai/SamudrACE-E3SMv3 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
Upload 7 files
Browse filesModel ckpt, IC, and forcing files
- .gitattributes +4 -0
- ACE-logo.png +0 -0
- best_inference_ckpt.tar +3 -0
- forcing_data/atmosphere-forcing-1yr.nc +3 -0
- forcing_data/ocean-forcing-1yr.nc +3 -0
- inference-config.yaml +37 -0
- initial_conditions/SamudrACE-E3SMv3-ICx3-train_atmosphere_ic.nc +3 -0
- initial_conditions/SamudrACE-E3SMv3-ICx3-train_ocean_ic.nc +3 -0
.gitattributes
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@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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forcing_data/atmosphere-forcing-1yr.nc filter=lfs diff=lfs merge=lfs -text
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forcing_data/ocean-forcing-1yr.nc filter=lfs diff=lfs merge=lfs -text
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initial_conditions/SamudrACE-E3SMv3-ICx3-train_atmosphere_ic.nc filter=lfs diff=lfs merge=lfs -text
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initial_conditions/SamudrACE-E3SMv3-ICx3-train_ocean_ic.nc filter=lfs diff=lfs merge=lfs -text
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ACE-logo.png
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best_inference_ckpt.tar
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version https://git-lfs.github.com/spec/v1
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oid sha256:dd5f9245e7d05f8e220ea7ed74b7a4ebd5621a9bfe5f540ddb136fc4625f0be4
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size 2169125071
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forcing_data/atmosphere-forcing-1yr.nc
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oid sha256:b7a322f6413c6df84b9ed9dc2c045c3736281fcdacfeea78be3f55f42eeed676
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size 378995139
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forcing_data/ocean-forcing-1yr.nc
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c77a871e6a3d99b44dec30729e67cc7f4267ba772935b8c889fa726ad783a59
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size 7853825
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inference-config.yaml
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experiment_dir: /results
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n_coupled_steps: 2920 # 40 years
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coupled_steps_in_memory: 5
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checkpoint_path: /ckpt.tar
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data_writer:
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ocean:
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save_prediction_files: false
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save_monthly_files: false
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atmosphere:
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save_prediction_files: false
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save_monthly_files: false
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logging:
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log_to_screen: true
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log_to_wandb: false # Set to true to log to wandb
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log_to_file: true
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project: WANDB-PROJECT
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entity: WANDB-ENTITY
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forcing_loader:
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atmosphere:
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dataset:
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data_path: forcing_data
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file_pattern: atmosphere-forcing-1yr.nc
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n_repeats: 43
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ocean:
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dataset:
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data_path: forcing_data
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file_pattern: ocean-forcing-1yr.nc
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n_repeats: 43
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num_data_workers: 1
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initial_condition:
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ocean:
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path: initial_conditions/SamudrACE-E3SMv3-ICx3-train_ocean_ic.nc
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atmosphere:
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path: initial_conditions/SamudrACE-E3SMv3-ICx3-train_atmosphere_ic.nc
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start_indices:
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first: 0
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n_initial_conditions: 3
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initial_conditions/SamudrACE-E3SMv3-ICx3-train_atmosphere_ic.nc
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f97310b98bfa29a4c21c8a316014ede221d20b9b37d9e5cfda39a4e3bed0161
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size 48313836
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initial_conditions/SamudrACE-E3SMv3-ICx3-train_ocean_ic.nc
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version https://git-lfs.github.com/spec/v1
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oid sha256:b21bf023757ad5d80c387dfaf3d71a8bc50b168258cfc555e9e195759d582609
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size 102550393
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