open-llm-leaderboard/nvidia__Llama-3.1-Nemotron-70B-Instruct-HF-details

Dataset Card for Evaluation run of nvidia/Llama-3.1-Nemotron-70B-Instruct-HF

Dataset automatically created during the evaluation run of model nvidia/Llama-3.1-Nemotron-70B-Instruct-HF The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.

An additional configuration "results" store all the aggregated results of the run.

To load the details from a run, you can for instance do the following:

from datasets import load_dataset
data = load_dataset(
    "open-llm-leaderboard/nvidia__Llama-3.1-Nemotron-70B-Instruct-HF-details",
    name="nvidia__Llama-3.1-Nemotron-70B-Instruct-HF__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-16T21-36-11.699077 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):

{
    "all": {
        "leaderboard": {
            "inst_level_strict_acc,none": 0.7829736211031175,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.8561151079136691,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.26963746223564955,
            "exact_match_stderr,none": 0.01121556090267948,
            "acc_norm,none": 0.5533791672071605,
            "acc_norm_stderr,none": 0.004972517024348894,
            "prompt_level_strict_acc,none": 0.6931608133086876,
            "prompt_level_strict_acc_stderr,none": 0.019846116338147143,
            "acc,none": 0.49185505319148937,
            "acc_stderr,none": 0.004557865559933648,
            "prompt_level_loose_acc,none": 0.7874306839186691,
            "prompt_level_loose_acc_stderr,none": 0.01760595448210665,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6304461031070995,
            "acc_norm_stderr,none": 0.005675175855246123,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.888,
            "acc_norm_stderr,none": 0.019985536939171485,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6310160427807486,
            "acc_norm_stderr,none": 0.03538078548260318,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359866,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457873,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993974,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.94,
            "acc_norm_stderr,none": 0.015050117079158739,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359866,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.03145724452223569,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.678082191780822,
            "acc_norm_stderr,none": 0.03879981629627135,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.844,
            "acc_norm_stderr,none": 0.022995023034068682,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.021450980824038166,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6573033707865169,
            "acc_norm_stderr,none": 0.03567395111782629,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.872,
            "acc_norm_stderr,none": 0.021172081336336534,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.996,
            "acc_norm_stderr,none": 0.004,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.02434689065029351,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.184,
            "acc_norm_stderr,none": 0.02455581299422255,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419153,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.25838926174496646,
            "acc_norm_stderr,none": 0.012693079606267041,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25757575757575757,
            "acc_norm_stderr,none": 0.031156269519646826,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2509157509157509,
            "acc_norm_stderr,none": 0.018570818425352315,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.26785714285714285,
            "acc_norm_stderr,none": 0.02094574294163546,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.6931608133086876,
            "prompt_level_strict_acc_stderr,none": 0.019846116338147143,
            "inst_level_strict_acc,none": 0.7829736211031175,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7874306839186691,
            "prompt_level_loose_acc_stderr,none": 0.01760595448210665,
            "inst_level_loose_acc,none": 0.8561151079136691,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.26963746223564955,
            "exact_match_stderr,none": 0.01121556090267948,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.498371335504886,
            "exact_match_stderr,none": 0.028582945887270755,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.25203252032520324,
            "exact_match_stderr,none": 0.03930879526823995,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.09848484848484848,
            "exact_match_stderr,none": 0.026033680930226354,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.06785714285714285,
            "exact_match_stderr,none": 0.015056946981473257,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.2727272727272727,
            "exact_match_stderr,none": 0.03600536519915179,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.44559585492227977,
            "exact_match_stderr,none": 0.03587014986075661,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.0962962962962963,
            "exact_match_stderr,none": 0.02548387251435117,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.49185505319148937,
            "acc_stderr,none": 0.004557865559933648,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4312169312169312,
            "acc_norm_stderr,none": 0.017327425740806937,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010743,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.23828125,
            "acc_norm_stderr,none": 0.026679160987075002,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.544,
            "acc_norm_stderr,none": 0.031563285061213475,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.7829736211031175,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.8561151079136691,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.26963746223564955,
        "exact_match_stderr,none": 0.01121556090267948,
        "acc_norm,none": 0.5533791672071605,
        "acc_norm_stderr,none": 0.004972517024348894,
        "prompt_level_strict_acc,none": 0.6931608133086876,
        "prompt_level_strict_acc_stderr,none": 0.019846116338147143,
        "acc,none": 0.49185505319148937,
        "acc_stderr,none": 0.004557865559933648,
        "prompt_level_loose_acc,none": 0.7874306839186691,
        "prompt_level_loose_acc_stderr,none": 0.01760595448210665,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6304461031070995,
        "acc_norm_stderr,none": 0.005675175855246123,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.888,
        "acc_norm_stderr,none": 0.019985536939171485,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6310160427807486,
        "acc_norm_stderr,none": 0.03538078548260318,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359866,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457873,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993974,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.94,
        "acc_norm_stderr,none": 0.015050117079158739,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359866,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.03145724452223569,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.678082191780822,
        "acc_norm_stderr,none": 0.03879981629627135,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.844,
        "acc_norm_stderr,none": 0.022995023034068682,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.021450980824038166,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6573033707865169,
        "acc_norm_stderr,none": 0.03567395111782629,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.872,
        "acc_norm_stderr,none": 0.021172081336336534,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.996,
        "acc_norm_stderr,none": 0.004,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.02434689065029351,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.184,
        "acc_norm_stderr,none": 0.02455581299422255,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419153,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.25838926174496646,
        "acc_norm_stderr,none": 0.012693079606267041,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25757575757575757,
        "acc_norm_stderr,none": 0.031156269519646826,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2509157509157509,
        "acc_norm_stderr,none": 0.018570818425352315,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.26785714285714285,
        "acc_norm_stderr,none": 0.02094574294163546,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.6931608133086876,
        "prompt_level_strict_acc_stderr,none": 0.019846116338147143,
        "inst_level_strict_acc,none": 0.7829736211031175,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7874306839186691,
        "prompt_level_loose_acc_stderr,none": 0.01760595448210665,
        "inst_level_loose_acc,none": 0.8561151079136691,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.26963746223564955,
        "exact_match_stderr,none": 0.01121556090267948,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.498371335504886,
        "exact_match_stderr,none": 0.028582945887270755,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.25203252032520324,
        "exact_match_stderr,none": 0.03930879526823995,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.09848484848484848,
        "exact_match_stderr,none": 0.026033680930226354,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.06785714285714285,
        "exact_match_stderr,none": 0.015056946981473257,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.2727272727272727,
        "exact_match_stderr,none": 0.03600536519915179,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.44559585492227977,
        "exact_match_stderr,none": 0.03587014986075661,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.0962962962962963,
        "exact_match_stderr,none": 0.02548387251435117,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.49185505319148937,
        "acc_stderr,none": 0.004557865559933648,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4312169312169312,
        "acc_norm_stderr,none": 0.017327425740806937,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010743,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.23828125,
        "acc_norm_stderr,none": 0.026679160987075002,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.544,
        "acc_norm_stderr,none": 0.031563285061213475,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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• Language(s) (NLP): [More Information Needed]
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Dataset Sources [optional]

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Uses

Direct Use

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Out-of-Scope Use

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Dataset Structure

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Dataset Creation

Curation Rationale

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Source Data

Data Collection and Processing

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Who are the source data producers?

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Annotations [optional]

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.

Citation [optional]

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Glossary [optional]

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Dataset Card Authors [optional]

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Dataset Card Contact

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