open-llm-leaderboard/meta-llama__Meta-Llama-3.1-70B-details

Dataset Card for Evaluation run of llhf/3.1_Jul10-70B

Dataset automatically created during the evaluation run of model llhf/3.1_Jul10-70B The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 2 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/llhf__3.1_Jul10-70B-details-private",
    name="llhf__3.1_Jul10-70B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-18T20-24-37.562222 (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": 0.2278177458033573,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.4654255319148936,
            "acc_stderr,none": 0.004547559025371895,
            "prompt_level_loose_acc,none": 0.12199630314232902,
            "prompt_level_loose_acc_stderr,none": 0.014083954960767033,
            "inst_level_loose_acc,none": 0.2386091127098321,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.10905730129390019,
            "prompt_level_strict_acc_stderr,none": 0.013413909746312068,
            "exact_match,none": 0.16691842900302115,
            "exact_match_stderr,none": 0.009847916920704242,
            "acc_norm,none": 0.5733558178752108,
            "acc_norm_stderr,none": 0.0052029476572448795,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6271480645721229,
            "acc_norm_stderr,none": 0.005866735614666371,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.88,
            "acc_norm_stderr,none": 0.020593600596839966,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5721925133689839,
            "acc_norm_stderr,none": 0.03627762136497334,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.03104602102825324,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.03034368065715322,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.02956172495524104,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253247,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.028328537274211356,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.03160397514522374,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.025537121574548172,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.908,
            "acc_norm_stderr,none": 0.018316275379429644,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231639,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.028576958730437405,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4726027397260274,
            "acc_norm_stderr,none": 0.04146035831053318,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772605,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.876,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.030696336267394583,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8033707865168539,
            "acc_norm_stderr,none": 0.02987413955342178,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.916,
            "acc_norm_stderr,none": 0.017578738526776355,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.029256928606501864,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.026421361687347905,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.236,
            "acc_norm_stderr,none": 0.026909337594953845,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.02984403904746589,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.03163648953154439,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3875838926174497,
            "acc_norm_stderr,none": 0.014126028917270978,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.40404040404040403,
            "acc_norm_stderr,none": 0.03496130972056128,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3772893772893773,
            "acc_norm_stderr,none": 0.02076262092460064,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.39285714285714285,
            "acc_norm_stderr,none": 0.02309984205197287,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.10905730129390019,
            "prompt_level_strict_acc_stderr,none": 0.013413909746312068,
            "inst_level_strict_acc,none": 0.2278177458033573,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.12199630314232902,
            "prompt_level_loose_acc_stderr,none": 0.014083954960767033,
            "inst_level_loose_acc,none": 0.23860911270983212,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.16691842900302115,
            "exact_match_stderr,none": 0.009847916920704242,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.2703583061889251,
            "exact_match_stderr,none": 0.02539007399997334,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.15447154471544716,
            "exact_match_stderr,none": 0.03271963447587709,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.06818181818181818,
            "exact_match_stderr,none": 0.022022378945902817,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.03571428571428571,
            "exact_match_stderr,none": 0.011110196729254531,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.17532467532467533,
            "exact_match_stderr,none": 0.030740951540481013,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.32124352331606215,
            "exact_match_stderr,none": 0.033699508685490674,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.08148148148148149,
            "exact_match_stderr,none": 0.023633117677786895,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.4654255319148936,
            "acc_stderr,none": 0.004547559025371895,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.45634920634920634,
            "acc_norm_stderr,none": 0.017892746991255735,
            "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": 0.3515625,
            "acc_norm_stderr,none": 0.029899590697818237,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.031603975145223735,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.2278177458033573,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.4654255319148936,
        "acc_stderr,none": 0.004547559025371895,
        "prompt_level_loose_acc,none": 0.12199630314232902,
        "prompt_level_loose_acc_stderr,none": 0.014083954960767033,
        "inst_level_loose_acc,none": 0.2386091127098321,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.10905730129390019,
        "prompt_level_strict_acc_stderr,none": 0.013413909746312068,
        "exact_match,none": 0.16691842900302115,
        "exact_match_stderr,none": 0.009847916920704242,
        "acc_norm,none": 0.5733558178752108,
        "acc_norm_stderr,none": 0.0052029476572448795,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6271480645721229,
        "acc_norm_stderr,none": 0.005866735614666371,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.88,
        "acc_norm_stderr,none": 0.020593600596839966,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5721925133689839,
        "acc_norm_stderr,none": 0.03627762136497334,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.03104602102825324,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.03034368065715322,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.02956172495524104,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253247,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.028328537274211356,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.03160397514522374,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.025537121574548172,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.908,
        "acc_norm_stderr,none": 0.018316275379429644,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231639,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.028576958730437405,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4726027397260274,
        "acc_norm_stderr,none": 0.04146035831053318,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772605,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.876,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.030696336267394583,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8033707865168539,
        "acc_norm_stderr,none": 0.02987413955342178,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.916,
        "acc_norm_stderr,none": 0.017578738526776355,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.029256928606501864,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.026421361687347905,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.236,
        "acc_norm_stderr,none": 0.026909337594953845,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.02984403904746589,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.03163648953154439,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3875838926174497,
        "acc_norm_stderr,none": 0.014126028917270978,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.40404040404040403,
        "acc_norm_stderr,none": 0.03496130972056128,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3772893772893773,
        "acc_norm_stderr,none": 0.02076262092460064,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.39285714285714285,
        "acc_norm_stderr,none": 0.02309984205197287,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.10905730129390019,
        "prompt_level_strict_acc_stderr,none": 0.013413909746312068,
        "inst_level_strict_acc,none": 0.2278177458033573,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.12199630314232902,
        "prompt_level_loose_acc_stderr,none": 0.014083954960767033,
        "inst_level_loose_acc,none": 0.23860911270983212,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.16691842900302115,
        "exact_match_stderr,none": 0.009847916920704242,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.2703583061889251,
        "exact_match_stderr,none": 0.02539007399997334,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.15447154471544716,
        "exact_match_stderr,none": 0.03271963447587709,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.06818181818181818,
        "exact_match_stderr,none": 0.022022378945902817,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.03571428571428571,
        "exact_match_stderr,none": 0.011110196729254531,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.17532467532467533,
        "exact_match_stderr,none": 0.030740951540481013,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.32124352331606215,
        "exact_match_stderr,none": 0.033699508685490674,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.08148148148148149,
        "exact_match_stderr,none": 0.023633117677786895,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.4654255319148936,
        "acc_stderr,none": 0.004547559025371895,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.45634920634920634,
        "acc_norm_stderr,none": 0.017892746991255735,
        "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": 0.3515625,
        "acc_norm_stderr,none": 0.029899590697818237,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.031603975145223735,
        "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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