open-llm-leaderboard/NeverSleep__Lumimaid-v0.2-8B-details

Dataset Card for Evaluation run of NeverSleep/Lumimaid-v0.2-8B

Dataset automatically created during the evaluation run of model NeverSleep/Lumimaid-v0.2-8B 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/NeverSleep__Lumimaid-v0.2-8B-details",
    name="NeverSleep__Lumimaid-v0.2-8B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-12T10-45-15.713348 (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": {
            "prompt_level_loose_acc,none": 0.4898336414048059,
            "prompt_level_loose_acc_stderr,none": 0.021512126001350787,
            "inst_level_strict_acc,none": 0.5695443645083933,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4804773641198599,
            "acc_norm_stderr,none": 0.005337767438343749,
            "exact_match,none": 0.12613293051359517,
            "exact_match_stderr,none": 0.008671418124494307,
            "inst_level_loose_acc,none": 0.6151079136690647,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.36361369680851063,
            "acc_stderr,none": 0.004385606537451135,
            "prompt_level_strict_acc,none": 0.43807763401109057,
            "prompt_level_strict_acc_stderr,none": 0.02135093113549093,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.522131574379448,
            "acc_norm_stderr,none": 0.006156047763625695,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.852,
            "acc_norm_stderr,none": 0.022503547243806148,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6042780748663101,
            "acc_norm_stderr,none": 0.03585560071592546,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.0315632850612134,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.03158465389149899,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.02936106757521982,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475387,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.031603975145223735,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.029561724955241047,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575856,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993905,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.031191596026022898,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4931506849315068,
            "acc_norm_stderr,none": 0.041518843821777965,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.03049155522040557,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.025721398901416392,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6292134831460674,
            "acc_norm_stderr,none": 0.03630566062020185,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.028454148277832308,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.0285769587304374,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.188,
            "acc_norm_stderr,none": 0.02476037772775049,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.176,
            "acc_norm_stderr,none": 0.024133497525457123,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457904,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.311241610738255,
            "acc_norm_stderr,none": 0.01340922266727382,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2727272727272727,
            "acc_norm_stderr,none": 0.03173071239071724,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3021978021978022,
            "acc_norm_stderr,none": 0.019670416969439147,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3392857142857143,
            "acc_norm_stderr,none": 0.022394216573589944,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.43807763401109057,
            "prompt_level_strict_acc_stderr,none": 0.02135093113549093,
            "inst_level_strict_acc,none": 0.5695443645083933,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.4898336414048059,
            "prompt_level_loose_acc_stderr,none": 0.02151212600135079,
            "inst_level_loose_acc,none": 0.6151079136690647,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.12613293051359517,
            "exact_match_stderr,none": 0.008671418124494307,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.2280130293159609,
            "exact_match_stderr,none": 0.02398413744432145,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.07317073170731707,
            "exact_match_stderr,none": 0.023577005978097653,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712587,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.03571428571428571,
            "exact_match_stderr,none": 0.011110196729254554,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.05194805194805195,
            "exact_match_stderr,none": 0.017941344490765024,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.30569948186528495,
            "exact_match_stderr,none": 0.033248379397581594,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.017802636020324544,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.36361369680851063,
            "acc_stderr,none": 0.004385606537451135,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4298941798941799,
            "acc_norm_stderr,none": 0.017746194087161743,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554575,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.37890625,
            "acc_norm_stderr,none": 0.030379062946922643,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.03034368065715321,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.4898336414048059,
        "prompt_level_loose_acc_stderr,none": 0.021512126001350787,
        "inst_level_strict_acc,none": 0.5695443645083933,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4804773641198599,
        "acc_norm_stderr,none": 0.005337767438343749,
        "exact_match,none": 0.12613293051359517,
        "exact_match_stderr,none": 0.008671418124494307,
        "inst_level_loose_acc,none": 0.6151079136690647,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.36361369680851063,
        "acc_stderr,none": 0.004385606537451135,
        "prompt_level_strict_acc,none": 0.43807763401109057,
        "prompt_level_strict_acc_stderr,none": 0.02135093113549093,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.522131574379448,
        "acc_norm_stderr,none": 0.006156047763625695,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.852,
        "acc_norm_stderr,none": 0.022503547243806148,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6042780748663101,
        "acc_norm_stderr,none": 0.03585560071592546,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.0315632850612134,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.03158465389149899,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.02936106757521982,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475387,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.031603975145223735,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.029561724955241047,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575856,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993905,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.031191596026022898,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4931506849315068,
        "acc_norm_stderr,none": 0.041518843821777965,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.03049155522040557,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.025721398901416392,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6292134831460674,
        "acc_norm_stderr,none": 0.03630566062020185,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.028454148277832308,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.0285769587304374,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.188,
        "acc_norm_stderr,none": 0.02476037772775049,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.176,
        "acc_norm_stderr,none": 0.024133497525457123,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457904,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.311241610738255,
        "acc_norm_stderr,none": 0.01340922266727382,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2727272727272727,
        "acc_norm_stderr,none": 0.03173071239071724,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3021978021978022,
        "acc_norm_stderr,none": 0.019670416969439147,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3392857142857143,
        "acc_norm_stderr,none": 0.022394216573589944,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.43807763401109057,
        "prompt_level_strict_acc_stderr,none": 0.02135093113549093,
        "inst_level_strict_acc,none": 0.5695443645083933,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.4898336414048059,
        "prompt_level_loose_acc_stderr,none": 0.02151212600135079,
        "inst_level_loose_acc,none": 0.6151079136690647,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.12613293051359517,
        "exact_match_stderr,none": 0.008671418124494307,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.2280130293159609,
        "exact_match_stderr,none": 0.02398413744432145,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.07317073170731707,
        "exact_match_stderr,none": 0.023577005978097653,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712587,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.03571428571428571,
        "exact_match_stderr,none": 0.011110196729254554,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.05194805194805195,
        "exact_match_stderr,none": 0.017941344490765024,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.30569948186528495,
        "exact_match_stderr,none": 0.033248379397581594,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.017802636020324544,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.36361369680851063,
        "acc_stderr,none": 0.004385606537451135,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4298941798941799,
        "acc_norm_stderr,none": 0.017746194087161743,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554575,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.37890625,
        "acc_norm_stderr,none": 0.030379062946922643,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.03034368065715321,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

• Curated by: [More Information Needed]
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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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