Datasets:

Modalities:
Text
Formats:
parquet
MatText / README.md
n0w0f's picture
Upload dataset
28520b5 verified
metadata
dataset_info:
  - config_name: mattext_gvrh-test-filtered
    features:
      - name: atom_sequences
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: composition
        dtype: string
      - name: slices
        dtype: string
      - name: cif_p1
        dtype: string
      - name: zmatrix
        dtype: string
      - name: mbid
        dtype: string
      - name: local_env
        dtype: string
      - name: atom_sequences_plusplus
        dtype: string
      - name: robocrys_rep
        dtype: string
    splits:
      - name: fold_0
        num_bytes: 5980885
        num_examples: 1528
      - name: fold_1
        num_bytes: 6001129
        num_examples: 1537
      - name: fold_2
        num_bytes: 5727815
        num_examples: 1475
      - name: fold_3
        num_bytes: 5808751
        num_examples: 1508
      - name: fold_4
        num_bytes: 6071372
        num_examples: 1553
    download_size: 8734191
    dataset_size: 29589952
  - config_name: mattext_gvrh-train-filtered
    features:
      - name: atom_sequences_plusplus
        dtype: string
      - name: cif_p1
        dtype: string
      - name: local_env
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: labels
        dtype: float64
      - name: composition
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: slices
        dtype: string
      - name: mbid
        dtype: string
      - name: atom_sequences
        dtype: string
      - name: zmatrix
        dtype: string
      - name: robocrys_rep
        dtype: string
    splits:
      - name: fold_0
        num_bytes: 17098135
        num_examples: 4480
      - name: fold_1
        num_bytes: 18187639
        num_examples: 4736
      - name: fold_2
        num_bytes: 17148569
        num_examples: 4480
      - name: fold_3
        num_bytes: 18205172
        num_examples: 4736
      - name: fold_4
        num_bytes: 17122850
        num_examples: 4480
    download_size: 25715859
    dataset_size: 87762365
  - config_name: mattext_kvrh-test-filtered
    features:
      - name: atom_sequences
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: composition
        dtype: string
      - name: slices
        dtype: string
      - name: cif_p1
        dtype: string
      - name: zmatrix
        dtype: string
      - name: mbid
        dtype: string
      - name: local_env
        dtype: string
      - name: atom_sequences_plusplus
        dtype: string
      - name: robocrys_rep
        dtype: string
    splits:
      - name: fold_0
        num_bytes: 5980885
        num_examples: 1528
      - name: fold_1
        num_bytes: 6001129
        num_examples: 1537
      - name: fold_2
        num_bytes: 5727815
        num_examples: 1475
      - name: fold_3
        num_bytes: 5808751
        num_examples: 1508
      - name: fold_4
        num_bytes: 6071372
        num_examples: 1553
    download_size: 8734191
    dataset_size: 29589952
  - config_name: mattext_kvrh-train-filtered
    features:
      - name: atom_sequences_plusplus
        dtype: string
      - name: cif_p1
        dtype: string
      - name: local_env
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: labels
        dtype: float64
      - name: composition
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: slices
        dtype: string
      - name: mbid
        dtype: string
      - name: atom_sequences
        dtype: string
      - name: zmatrix
        dtype: string
      - name: robocrys_rep
        dtype: string
    splits:
      - name: fold_0
        num_bytes: 17098135
        num_examples: 4480
      - name: fold_1
        num_bytes: 17168009
        num_examples: 4480
      - name: fold_2
        num_bytes: 17657676
        num_examples: 4608
      - name: fold_3
        num_bytes: 12228784
        num_examples: 3200
      - name: fold_4
        num_bytes: 18143792
        num_examples: 4736
    download_size: 24113292
    dataset_size: 82296396
  - config_name: mattext_perovskites-test-filtered
    features:
      - name: atom_sequences
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: composition
        dtype: string
      - name: slices
        dtype: string
      - name: cif_p1
        dtype: string
      - name: zmatrix
        dtype: string
      - name: mbid
        dtype: string
      - name: local_env
        dtype: string
      - name: atom_sequences_plusplus
        dtype: string
      - name: robocrys_rep
        dtype: string
    splits:
      - name: fold_0
        num_bytes: 12131581
        num_examples: 3786
      - name: fold_1
        num_bytes: 12132522
        num_examples: 3786
      - name: fold_2
        num_bytes: 12093002
        num_examples: 3786
      - name: fold_3
        num_bytes: 12104076
        num_examples: 3785
      - name: fold_4
        num_bytes: 12067796
        num_examples: 3785
    download_size: 12143151
    dataset_size: 60528977
  - config_name: mattext_perovskites-train-filtered
    features:
      - name: atom_sequences_plusplus
        dtype: string
      - name: cif_p1
        dtype: string
      - name: local_env
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: labels
        dtype: float64
      - name: composition
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: slices
        dtype: string
      - name: mbid
        dtype: string
      - name: atom_sequences
        dtype: string
      - name: zmatrix
        dtype: string
      - name: robocrys_rep
        dtype: string
    splits:
      - name: fold_0
        num_bytes: 29127129
        num_examples: 9088
      - name: fold_1
        num_bytes: 28298369
        num_examples: 8832
      - name: fold_2
        num_bytes: 26670410
        num_examples: 8320
      - name: fold_3
        num_bytes: 26663989
        num_examples: 8320
      - name: fold_4
        num_bytes: 26282654
        num_examples: 8192
    download_size: 27260278
    dataset_size: 137042551
  - config_name: pretrain2m_v2
    features:
      - name: local_env
        dtype: string
      - name: composition
        dtype: string
      - name: cif_p1
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: atom_sequences_plusplus
        dtype: string
      - name: atom_sequences
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: crystal_system
        dtype: string
      - name: slices
        dtype: string
      - name: zmatrix
        dtype: string
      - name: robocrys_rep
        dtype: string
      - name: material_id
        dtype: string
    splits:
      - name: train
        num_bytes: 6174430535
        num_examples: 2012082
      - name: test
        num_bytes: 61090974
        num_examples: 20325
    download_size: 1625893613
    dataset_size: 6235521509
  - config_name: pretrain300k_v2
    features:
      - name: local_env
        dtype: string
      - name: composition
        dtype: string
      - name: cif_p1
        dtype: string
      - name: cif_symmetrized
        dtype: string
      - name: atom_sequences_plusplus
        dtype: string
      - name: atom_sequences
        dtype: string
      - name: crystal_text_llm
        dtype: string
      - name: crystal_system
        dtype: string
      - name: slices
        dtype: string
      - name: zmatrix
        dtype: string
      - name: robocrys_rep
        dtype: string
      - name: material_id
        dtype: string
    splits:
      - name: train
        num_bytes: 921779496
        num_examples: 300000
      - name: test
        num_bytes: 61090974
        num_examples: 20325
    download_size: 256417202
    dataset_size: 982870470
configs:
  - config_name: mattext_gvrh-test-filtered
    data_files:
      - split: fold_0
        path: mattext_gvrh-test-filtered/fold_0-*
      - split: fold_1
        path: mattext_gvrh-test-filtered/fold_1-*
      - split: fold_2
        path: mattext_gvrh-test-filtered/fold_2-*
      - split: fold_3
        path: mattext_gvrh-test-filtered/fold_3-*
      - split: fold_4
        path: mattext_gvrh-test-filtered/fold_4-*
  - config_name: mattext_gvrh-train-filtered
    data_files:
      - split: fold_0
        path: mattext_gvrh-train-filtered/fold_0-*
      - split: fold_1
        path: mattext_gvrh-train-filtered/fold_1-*
      - split: fold_2
        path: mattext_gvrh-train-filtered/fold_2-*
      - split: fold_3
        path: mattext_gvrh-train-filtered/fold_3-*
      - split: fold_4
        path: mattext_gvrh-train-filtered/fold_4-*
  - config_name: mattext_kvrh-test-filtered
    data_files:
      - split: fold_0
        path: mattext_kvrh-test-filtered/fold_0-*
      - split: fold_1
        path: mattext_kvrh-test-filtered/fold_1-*
      - split: fold_2
        path: mattext_kvrh-test-filtered/fold_2-*
      - split: fold_3
        path: mattext_kvrh-test-filtered/fold_3-*
      - split: fold_4
        path: mattext_kvrh-test-filtered/fold_4-*
  - config_name: mattext_kvrh-train-filtered
    data_files:
      - split: fold_0
        path: mattext_kvrh-train-filtered/fold_0-*
      - split: fold_1
        path: mattext_kvrh-train-filtered/fold_1-*
      - split: fold_2
        path: mattext_kvrh-train-filtered/fold_2-*
      - split: fold_3
        path: mattext_kvrh-train-filtered/fold_3-*
      - split: fold_4
        path: mattext_kvrh-train-filtered/fold_4-*
  - config_name: mattext_perovskites-test-filtered
    data_files:
      - split: fold_0
        path: mattext_perovskites-test-filtered/fold_0-*
      - split: fold_1
        path: mattext_perovskites-test-filtered/fold_1-*
      - split: fold_2
        path: mattext_perovskites-test-filtered/fold_2-*
      - split: fold_3
        path: mattext_perovskites-test-filtered/fold_3-*
      - split: fold_4
        path: mattext_perovskites-test-filtered/fold_4-*
  - config_name: mattext_perovskites-train-filtered
    data_files:
      - split: fold_0
        path: mattext_perovskites-train-filtered/fold_0-*
      - split: fold_1
        path: mattext_perovskites-train-filtered/fold_1-*
      - split: fold_2
        path: mattext_perovskites-train-filtered/fold_2-*
      - split: fold_3
        path: mattext_perovskites-train-filtered/fold_3-*
      - split: fold_4
        path: mattext_perovskites-train-filtered/fold_4-*
  - config_name: pretrain2m_v2
    data_files:
      - split: train
        path: pretrain2m_v2/train-*
      - split: test
        path: pretrain2m_v2/test-*
  - config_name: pretrain300k_v2
    data_files:
      - split: train
        path: pretrain300k_v2/train-*
      - split: test
        path: pretrain300k_v2/test-*