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metadata
dataset_info:
  - config_name: cells
    features:
      - name: name
        dtype: string
      - name: tissue
        dtype: string
      - name: description
        dtype: string
      - name: genetic_dependencies
        dtype: string
      - name: top_expressed_overall_genes
        dtype: string
      - name: top_expressed_cell_specific_genes
        dtype: string
      - name: top_cell_specific_pathways
        dtype: string
      - name: top_expressed_genes_depmap
        dtype: string
      - name: top_expressed_pathways_old
        dtype: string
      - name: top_pathways_from_num_markers
        dtype: string
      - name: top_cell_specific_pathways_ora
        dtype: string
      - name: description_new
        dtype: string
      - name: top_expressed_cell_specific_genes_67
        dtype: string
      - name: top_cell_specific_pathways_ora_67
        dtype: string
      - name: description_long
        dtype: string
    splits:
      - name: cells
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        num_examples: 240
    download_size: 939839
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  - config_name: chebi
    features:
      - name: chebi_id
        dtype: string
      - name: name
        dtype: string
      - name: definition
        dtype: string
      - name: formula
        dtype: string
      - name: smiles
        dtype: string
      - name: synonyms
        list: string
      - name: secondary_ids
        list: string
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        num_examples: 55121
    download_size: 3959122
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  - config_name: contrastive-emeraldbay-DMSO-baseline
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      - name: cell_type_A
        dtype: string
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      - name: mean_A
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      - name: mean_B
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      - name: n_A
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      - name: n_B
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      - name: mean_diff
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      - name: t_stat
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      - name: pvals
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      - name: pvals_adj
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      - name: cohens_d
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      - name: direction
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      - name: test
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    download_size: 1080508325
    dataset_size: 1492313419
  - config_name: contrastive-emeraldbay-drug
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        dtype: string
      - name: cell_type_A
        dtype: string
      - name: cell_type_B
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      - name: drug
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      - name: t_stat
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      - name: pvals
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      - name: direction
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      - name: test
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  - config_name: contrastive-kaufman
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      - name: cell_type_A
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      - name: tissue_A
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      - name: tissue_B
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      - name: perturbation
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      - name: stimulation
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      - name: response_A
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      - name: cell_file_A
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  - config_name: contrastive-marson
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  - config_name: contrastive-perturbqa
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    download_size: 9231988
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  - config_name: contrastive-tahoe-DMSO-baseline
    features:
      - name: study
        dtype: string
      - name: cell_type_A
        dtype: string
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      - name: tissue_A
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      - name: response_A
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    download_size: 844633945
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  - config_name: contrastive-tahoe-drug
    features:
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    download_size: 2937638395
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  - config_name: contrastive-xaira-orion
    features:
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      - name: cell_type_A
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      - name: tissue_A
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      - name: perturbation
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      - name: concentration
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      - name: pathway
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      - name: response_A
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      - name: direction
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      - name: cell_file_A
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    download_size: 5017425
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  - config_name: contrastive-xaira-pisces
    features:
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        dtype: large_string
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      - name: response_A
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      - name: direction
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      - name: cell_file_A
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  - config_name: genes
    features:
      - name: gene
        dtype: string
      - name: uniprot_id
        dtype: string
      - name: protein_name
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      - name: protein_function
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      - name: protein_interactions
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      - name: pathways
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      - name: go_mf
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      - name: go_cc
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      - name: subcellular_location
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      - name: is_essential
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      - name: important_pathways
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      - name: protein_domains_full
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      - name: go_cc_full
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      - name: tissue_specificity
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      - name: subunit_description
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      - name: ptm
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      - name: domain_description
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      - name: induction
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      - name: activity_regulation
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      - name: intact_partners
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      - name: pathways_old
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  - config_name: pathway_id_mapping
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        dtype: string
      - name: pi_pathway_names
        list: string
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  - config_name: pathway_interactions
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      - name: participant_a
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      - name: interaction_type
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      - name: chebi_names
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      - name: ascii_chebi_names
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      - name: interaction_type_description
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      - name: mediator_ids
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      - name: interaction_data_source
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      - name: interaction_pubmed_id
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      - name: query_gene
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  - config_name: pathways
    features:
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        dtype: string
      - name: genes
        list: string
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      - name: genes_old
        list: string
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  - config_name: reasoning-tahoe-pathway-classification
    features:
      - name: drug
        dtype: string
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      - name: cell_type
        dtype: string
      - name: cell_file
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      - name: organ
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      - name: depmap_id
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      - name: driver_genes
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      - name: drug_targets
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      - name: moa_broad
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      - name: moa_fine
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      - name: human_approved
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      - name: clinical_trials
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      - name: canonical_smiles
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  - config_name: reasoning_emeraldbay_drug
    features:
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      - name: cell_type
        dtype: string
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  - config_name: reasoning_kaufman
    features:
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      - name: cell_type
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  - config_name: reasoning_marson
    features:
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      - name: perturbation_expressed
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  - config_name: reasoning_nadig_replogle_new
    features:
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      - name: protein_target
        dtype: string
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      - name: perturbation_expressed
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  - config_name: reasoning_norman
    features:
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        list: string
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        list: string
      - name: cell_type
        dtype: string
      - name: tissue_type
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      - name: pathway_name
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      - name: experiment
        dtype: string
      - name: cell_file
        dtype: string
      - name: perturbation_strength
        dtype: string
      - name: abs_magnitude
        dtype: string
      - name: is_offtarget
        dtype: bool
      - name: effect_pvals_adj
        dtype: float64
      - name: perturbation_expressed
        dtype: 'null'
      - name: perturbation_baseline
        dtype: float64
      - name: effect_reliable
        dtype: bool
      - name: drop
        dtype: bool
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      - name: train
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        num_examples: 1630264
      - name: test
        num_bytes: 9335456
        num_examples: 28108
    download_size: 41829714
    dataset_size: 562293280
  - config_name: reasoning_papalexi2021
    features:
      - name: gene_target
        dtype: string
      - name: protein_target
        dtype: string
      - name: cell_type
        dtype: string
      - name: tissue_type
        dtype: string
      - name: pathway_name
        dtype: string
      - name: pathway_change
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      - name: pathway_score
        dtype: float64
      - name: experiment
        dtype: string
      - name: cell_file
        dtype: string
      - name: perturbation_strength
        dtype: string
      - name: abs_magnitude
        dtype: string
      - name: is_offtarget
        dtype: bool
      - name: effect_pvals_adj
        dtype: float64
      - name: perturbation_expressed
        dtype: bool
      - name: perturbation_baseline
        dtype: float64
      - name: effect_reliable
        dtype: bool
      - name: drop
        dtype: bool
      - name: unique_id
        dtype: string
    splits:
      - name: train
        num_bytes: 57027270
        num_examples: 148442
      - name: test
        num_bytes: 4907546
        num_examples: 12908
    download_size: 8058624
    dataset_size: 61934816
  - config_name: reasoning_tahoe_drug
    features:
      - name: drug
        dtype: string
      - name: concentration
        dtype: float64
      - name: cell_type
        dtype: string
      - name: tissue_type
        dtype: string
      - name: pathway_name
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      - name: pathway_change
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      - name: pathway_score
        dtype: float64
      - name: experiment
        dtype: string
      - name: cell_file
        dtype: string
      - name: perturbation_strength
        dtype: string
      - name: abs_magnitude
        dtype: string
      - name: drug_targets
        dtype: string
      - name: moa_broad
        dtype: string
      - name: moa_fine
        dtype: string
      - name: human_approved
        dtype: string
      - name: clinical_trials
        dtype: string
      - name: canonical_smiles
        dtype: string
    splits:
      - name: test
        num_bytes: 501988086
        num_examples: 1157511
      - name: train
        num_bytes: 5574660729
        num_examples: 12832228
      - name: validation
        num_bytes: 645800607
        num_examples: 1478198
    download_size: 145962685
    dataset_size: 6722449422
  - config_name: reasoning_xaira_orion
    features:
      - name: gene_target
        dtype: string
      - name: protein_target
        dtype: string
      - name: cell_type
        dtype: string
      - name: tissue_type
        dtype: string
      - name: pathway_name
        dtype: string
      - name: pathway_change
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      - name: pathway_score
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      - name: pvals_adj
        dtype: float64
      - name: experiment
        dtype: string
      - name: cell_file
        dtype: string
      - name: is_offtarget
        dtype: bool
      - name: perturbation_strength
        dtype: string
      - name: abs_magnitude
        dtype: string
      - name: effect_pvals_adj
        dtype: float64
      - name: perturbation_expressed
        dtype: bool
      - name: perturbation_baseline
        dtype: float64
      - name: effect_reliable
        dtype: bool
      - name: drop
        dtype: bool
      - name: unique_id
        dtype: string
    splits:
      - name: train
        num_bytes: 278503685
        num_examples: 676647
      - name: validation
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        num_examples: 146056
      - name: test
        num_bytes: 780441363
        num_examples: 1895658
    download_size: 118017141
    dataset_size: 1119292067
  - config_name: reasoning_xaira_pisces
    features:
      - name: gene_target
        dtype: string
      - name: protein_target
        dtype: string
      - name: cell_type
        dtype: string
      - name: tissue_type
        dtype: string
      - name: pathway_name
        dtype: string
      - name: pathway_change
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      - name: pathway_score
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      - name: pvals_adj
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      - name: experiment
        dtype: string
      - name: cell_file
        dtype: string
      - name: perturbation_strength
        dtype: string
      - name: abs_magnitude
        dtype: string
      - name: effect_pvals_adj
        dtype: float64
      - name: perturbation_expressed
        dtype: bool
      - name: perturbation_baseline
        dtype: float64
      - name: effect_reliable
        dtype: bool
      - name: drop
        dtype: bool
      - name: is_offtarget
        dtype: bool
      - name: unique_id
        dtype: string
    splits:
      - name: train
        num_bytes: 826329486
        num_examples: 1810178
      - name: validation
        num_bytes: 97105930
        num_examples: 213130
      - name: test
        num_bytes: 94724016
        num_examples: 207423
    download_size: 103867915
    dataset_size: 1018159432
  - config_name: reasoning_xu2026_perturbfate
    features:
      - name: gene_target
        dtype: string
      - name: protein_target
        dtype: string
      - name: cell_type
        dtype: string
      - name: tissue_type
        dtype: string
      - name: stimulation
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      - name: pathway_name
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      - name: pathway_change
        dtype: string
      - name: pathway_score
        dtype: float64
      - name: experiment
        dtype: string
      - name: cell_file
        dtype: string
      - name: perturbation_strength
        dtype: string
      - name: abs_magnitude
        dtype: string
      - name: is_offtarget
        dtype: bool
      - name: effect_pvals_adj
        dtype: float64
      - name: perturbation_expressed
        dtype: bool
      - name: perturbation_baseline
        dtype: float64
      - name: effect_reliable
        dtype: bool
      - name: drop
        dtype: bool
      - name: unique_id
        dtype: string
    splits:
      - name: train
        num_bytes: 363468327
        num_examples: 850554
      - name: test
        num_bytes: 41634015
        num_examples: 96993
    download_size: 44668857
    dataset_size: 405102342
configs:
  - config_name: cells
    data_files:
      - split: cells
        path: cells/cells-*
  - config_name: chebi
    data_files:
      - split: chebi
        path: chebi/chebi-*
  - config_name: contrastive-emeraldbay-DMSO-baseline
    data_files:
      - split: train
        path: contrastive-emeraldbay-DMSO-baseline/train-*
      - split: validation
        path: contrastive-emeraldbay-DMSO-baseline/validation-*
      - split: test
        path: contrastive-emeraldbay-DMSO-baseline/test-*
  - config_name: contrastive-emeraldbay-drug
    data_files:
      - split: train
        path: contrastive-emeraldbay-drug/train-*
      - split: validation
        path: contrastive-emeraldbay-drug/validation-*
      - split: test
        path: contrastive-emeraldbay-drug/test-*
  - config_name: contrastive-kaufman
    data_files:
      - split: train
        path: contrastive-kaufman/train-*
      - split: val
        path: contrastive-kaufman/val-*
      - split: test
        path: contrastive-kaufman/test-*
  - config_name: contrastive-marson
    data_files:
      - split: train
        path: contrastive-marson/train-*
      - split: val
        path: contrastive-marson/val-*
      - split: test
        path: contrastive-marson/test-*
  - config_name: contrastive-perturbqa
    data_files:
      - split: train
        path: contrastive-perturbqa/train-*
      - split: val
        path: contrastive-perturbqa/val-*
      - split: test
        path: contrastive-perturbqa/test-*
  - config_name: contrastive-tahoe-DMSO-baseline
    data_files:
      - split: train
        path: contrastive-tahoe-DMSO-baseline/train-*
      - split: val
        path: contrastive-tahoe-DMSO-baseline/val-*
      - split: test
        path: contrastive-tahoe-DMSO-baseline/test-*
  - config_name: contrastive-tahoe-drug
    data_files:
      - split: train
        path: contrastive-tahoe-drug/train-*
      - split: val
        path: contrastive-tahoe-drug/val-*
      - split: test
        path: contrastive-tahoe-drug/test-*
  - config_name: contrastive-xaira-orion
    data_files:
      - split: train
        path: contrastive-xaira-orion/train-*
      - split: val
        path: contrastive-xaira-orion/val-*
      - split: test
        path: contrastive-xaira-orion/test-*
  - config_name: contrastive-xaira-pisces
    data_files:
      - split: train
        path: contrastive-xaira-pisces/train-*
      - split: val
        path: contrastive-xaira-pisces/val-*
      - split: test
        path: contrastive-xaira-pisces/test-*
  - config_name: genes
    data_files:
      - split: genes
        path: genes/genes-*
  - config_name: pathway_id_mapping
    data_files:
      - split: pathway_id_mapping
        path: pathway_id_mapping/pathway_id_mapping-*
  - config_name: pathway_interactions
    data_files:
      - split: train
        path: pathway_interactions/train-*
  - config_name: pathways
    data_files:
      - split: pathways
        path: pathways/pathways-*
  - config_name: reasoning-tahoe-pathway-classification
    data_files:
      - split: train
        path: reasoning-tahoe-pathway-classification/train-*
      - split: val
        path: reasoning-tahoe-pathway-classification/val-*
      - split: test
        path: reasoning-tahoe-pathway-classification/test-*
  - config_name: reasoning_emeraldbay_drug
    data_files:
      - split: train
        path: reasoning_emeraldbay_drug/train-*
      - split: validation
        path: reasoning_emeraldbay_drug/validation-*
      - split: test
        path: reasoning_emeraldbay_drug/test-*
  - config_name: reasoning_kaufman
    data_files:
      - split: train
        path: reasoning_kaufman/train-*
      - split: test
        path: reasoning_kaufman/test-*
  - config_name: reasoning_marson
    data_files:
      - split: test
        path: reasoning_marson/test-*
      - split: train
        path: reasoning_marson/train-*
  - config_name: reasoning_nadig_replogle_new
    data_files:
      - split: train
        path: reasoning_nadig_replogle_new/train-*
      - split: test
        path: reasoning_nadig_replogle_new/test-*
  - config_name: reasoning_norman
    data_files:
      - split: train
        path: reasoning_norman/train-*
      - split: test
        path: reasoning_norman/test-*
  - config_name: reasoning_papalexi2021
    data_files:
      - split: train
        path: reasoning_papalexi2021/train-*
      - split: test
        path: reasoning_papalexi2021/test-*
  - config_name: reasoning_tahoe_drug
    data_files:
      - split: test
        path: reasoning_tahoe_drug/test-*
      - split: train
        path: reasoning_tahoe_drug/train-*
      - split: validation
        path: reasoning_tahoe_drug/validation-*
  - config_name: reasoning_xaira_orion
    data_files:
      - split: train
        path: reasoning_xaira_orion/train-*
      - split: validation
        path: reasoning_xaira_orion/validation-*
      - split: test
        path: reasoning_xaira_orion/test-*
  - config_name: reasoning_xaira_pisces
    data_files:
      - split: train
        path: reasoning_xaira_pisces/train-*
      - split: validation
        path: reasoning_xaira_pisces/validation-*
      - split: test
        path: reasoning_xaira_pisces/test-*
  - config_name: reasoning_xu2026_perturbfate
    data_files:
      - split: train
        path: reasoning_xu2026_perturbfate/train-*
      - split: test
        path: reasoning_xu2026_perturbfate/test-*