open-llm-leaderboard/nbeerbower__llama-3-gutenberg-8B-details

Dataset Card for Evaluation run of nbeerbower/llama-3-gutenberg-8B

Dataset automatically created during the evaluation run of model nbeerbower/llama-3-gutenberg-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/nbeerbower__llama-3-gutenberg-8B-details",
    name="nbeerbower__llama-3-gutenberg-8B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-22T11-36-35.965397 (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": {
            "acc,none": 0.383061835106383,
            "acc_stderr,none": 0.004432047412680719,
            "inst_level_strict_acc,none": 0.5083932853717026,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.0702416918429003,
            "exact_match_stderr,none": 0.006962291239946945,
            "prompt_level_loose_acc,none": 0.4214417744916821,
            "prompt_level_loose_acc_stderr,none": 0.021249340085831084,
            "acc_norm,none": 0.45829549876767417,
            "acc_norm_stderr,none": 0.005434723251442464,
            "inst_level_loose_acc,none": 0.5551558752997602,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.3659889094269871,
            "prompt_level_strict_acc_stderr,none": 0.02072934168450661,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4976566568304114,
            "acc_norm_stderr,none": 0.006338827924133194,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865157,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5775401069518716,
            "acc_norm_stderr,none": 0.036218240207533565,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.029933259094191516,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375378,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.0316364895315444,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.031514387611153515,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772605,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5342465753424658,
            "acc_norm_stderr,none": 0.04142522736934775,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.031145209846548495,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254708,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5168539325842697,
            "acc_norm_stderr,none": 0.03756094444734482,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.772,
            "acc_norm_stderr,none": 0.02658743248726848,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.031457244522235736,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.244,
            "acc_norm_stderr,none": 0.027217995464553175,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.204,
            "acc_norm_stderr,none": 0.02553712157454818,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.029256928606501868,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.031539864492556614,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3011744966442953,
            "acc_norm_stderr,none": 0.013287747893138508,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25252525252525254,
            "acc_norm_stderr,none": 0.03095405547036592,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.31868131868131866,
            "acc_norm_stderr,none": 0.019959754728358987,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3013392857142857,
            "acc_norm_stderr,none": 0.021702375698545644,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3659889094269871,
            "prompt_level_strict_acc_stderr,none": 0.02072934168450661,
            "inst_level_strict_acc,none": 0.5083932853717026,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.4214417744916821,
            "prompt_level_loose_acc_stderr,none": 0.021249340085831084,
            "inst_level_loose_acc,none": 0.5551558752997602,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0702416918429003,
            "exact_match_stderr,none": 0.006962291239946945,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.10749185667752444,
            "exact_match_stderr,none": 0.017706517893150787,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.056910569105691054,
            "exact_match_stderr,none": 0.020974566219895106,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.05303030303030303,
            "exact_match_stderr,none": 0.01957917767433521,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665568,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.05844155844155844,
            "exact_match_stderr,none": 0.018964387451957818,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.12953367875647667,
            "exact_match_stderr,none": 0.024233532297758723,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.044444444444444446,
            "exact_match_stderr,none": 0.01780263602032454,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.383061835106383,
            "acc_stderr,none": 0.004432047412680719,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4060846560846561,
            "acc_norm_stderr,none": 0.01728943021641673,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028129,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.25390625,
            "acc_norm_stderr,none": 0.027256074423586178,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.031096688184825295,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.383061835106383,
        "acc_stderr,none": 0.004432047412680719,
        "inst_level_strict_acc,none": 0.5083932853717026,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.0702416918429003,
        "exact_match_stderr,none": 0.006962291239946945,
        "prompt_level_loose_acc,none": 0.4214417744916821,
        "prompt_level_loose_acc_stderr,none": 0.021249340085831084,
        "acc_norm,none": 0.45829549876767417,
        "acc_norm_stderr,none": 0.005434723251442464,
        "inst_level_loose_acc,none": 0.5551558752997602,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.3659889094269871,
        "prompt_level_strict_acc_stderr,none": 0.02072934168450661,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4976566568304114,
        "acc_norm_stderr,none": 0.006338827924133194,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865157,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5775401069518716,
        "acc_norm_stderr,none": 0.036218240207533565,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.029933259094191516,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375378,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.0316364895315444,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.031514387611153515,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772605,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5342465753424658,
        "acc_norm_stderr,none": 0.04142522736934775,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.031145209846548495,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254708,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5168539325842697,
        "acc_norm_stderr,none": 0.03756094444734482,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.772,
        "acc_norm_stderr,none": 0.02658743248726848,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.031457244522235736,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.244,
        "acc_norm_stderr,none": 0.027217995464553175,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.204,
        "acc_norm_stderr,none": 0.02553712157454818,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.029256928606501868,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.031539864492556614,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3011744966442953,
        "acc_norm_stderr,none": 0.013287747893138508,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25252525252525254,
        "acc_norm_stderr,none": 0.03095405547036592,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.31868131868131866,
        "acc_norm_stderr,none": 0.019959754728358987,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3013392857142857,
        "acc_norm_stderr,none": 0.021702375698545644,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3659889094269871,
        "prompt_level_strict_acc_stderr,none": 0.02072934168450661,
        "inst_level_strict_acc,none": 0.5083932853717026,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.4214417744916821,
        "prompt_level_loose_acc_stderr,none": 0.021249340085831084,
        "inst_level_loose_acc,none": 0.5551558752997602,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0702416918429003,
        "exact_match_stderr,none": 0.006962291239946945,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.10749185667752444,
        "exact_match_stderr,none": 0.017706517893150787,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.056910569105691054,
        "exact_match_stderr,none": 0.020974566219895106,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.05303030303030303,
        "exact_match_stderr,none": 0.01957917767433521,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665568,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.05844155844155844,
        "exact_match_stderr,none": 0.018964387451957818,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.12953367875647667,
        "exact_match_stderr,none": 0.024233532297758723,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.044444444444444446,
        "exact_match_stderr,none": 0.01780263602032454,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.383061835106383,
        "acc_stderr,none": 0.004432047412680719,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4060846560846561,
        "acc_norm_stderr,none": 0.01728943021641673,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028129,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.25390625,
        "acc_norm_stderr,none": 0.027256074423586178,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.031096688184825295,
        "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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