add-mp-corrections
#6
by
lbluque
- opened
- README.md +0 -20
- references/README.md +0 -7
- references/element-references.yaml +0 -221
- references/omat-elemental-reference-compounds.json.gz +0 -3
README.md
CHANGED
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@@ -69,26 +69,6 @@ for more details, an re-download the correct version of the validation sets if n
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| rattled-relax | 95,206 | [rattled-relax.tar.gz](https://dl.fbaipublicfiles.com/opencatalystproject/data/omat/241220/omat/val/rattled-relax.tar.gz) |
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| Total | 1,025,361 | - |
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##### <ins> 1M Subsplit </ins>
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We provide a 1M training randomly subsampled split, and the corresponding validation and test so that it is easier to iterate and develop before training on the full dataset.
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Download: [omat24_1M](https://dl.fbaipublicfiles.com/opencatalystproject/data/omat/251210/omat24_1M_251210.tar.gz)
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| Train sub-dataset | Size |
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| :-----: | :--: |
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| rattled-1000 | 113,337 |
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| rattled-1000-subsampled | 38,603 |
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| rattled-500 | 68,885 |
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| rattled-500-subsampled | 39,548 |
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| rattled-300 | 62,894 |
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| rattled-300-subsampled | 34,462 |
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| aimd-from-PBE-1000-npt | 211,578 |
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| aimd-from-PBE-1000-nvt | 201,512 |
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| aimd-from-PBE-3000-npt | 60,477 |
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| aimd-from-PBE-3000-nvt | 78,011 |
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| rattled-relax | 100,543 |
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| Total | 1,009,850 |
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### sAlex Dataset
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We also provide the sAlex dataset used for fine-tuning of our OMat models. sAlex is a subsampled, Matbench-Discovery compliant, version of the original [Alexandria](https://alexandria.icams.rub.de/).
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sAlex was created by removing structures matched in WBM and only sampling structure along a trajectory with an energy difference greater than 10 meV/atom. For full details,
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| rattled-relax | 95,206 | [rattled-relax.tar.gz](https://dl.fbaipublicfiles.com/opencatalystproject/data/omat/241220/omat/val/rattled-relax.tar.gz) |
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| Total | 1,025,361 | - |
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### sAlex Dataset
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We also provide the sAlex dataset used for fine-tuning of our OMat models. sAlex is a subsampled, Matbench-Discovery compliant, version of the original [Alexandria](https://alexandria.icams.rub.de/).
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sAlex was created by removing structures matched in WBM and only sampling structure along a trajectory with an energy difference greater than 10 meV/atom. For full details,
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references/README.md
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-
OMat24 references and corrections
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---------------------------------
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- `OMat24Compatibility.yaml` contains MaterialsProject2020 style corrections, that can be used to compute formation energies mixing GGA/GGA+U based predictions.
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- `omat-elemental-reference-compounds.json.gz` Contains OMat24 DFT relaxations results for the lowest energy unaries in the Materials Project.
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These can be used to compute formation energies for OMat24 DFT calculations or OMat24 trained models.
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- `element-references.yaml` contains elemental references used as normalization when training models.
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references/element-references.yaml
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mpa_elem_refs:
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omat_elem_refs:
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references/omat-elemental-reference-compounds.json.gz
DELETED
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@@ -1,3 +0,0 @@
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| 1 |
-
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:7e45419464544f0af886dcfbb411e5ee4c98b6996c78ec2747571e351b15ff3e
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| 3 |
-
size 15388
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