open-llm-leaderboard/Kquant03__CognitiveFusion2-4x7B-BF16-details

Dataset Card for Evaluation run of Kquant03/CognitiveFusion2-4x7B-BF16

Dataset automatically created during the evaluation run of model Kquant03/CognitiveFusion2-4x7B-BF16 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/Kquant03__CognitiveFusion2-4x7B-BF16-details",
    name="Kquant03__CognitiveFusion2-4x7B-BF16__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-12T11-20-46.883566 (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": 0.27925531914893614,
            "acc_stderr,none": 0.004090162726093054,
            "prompt_level_strict_acc,none": 0.3068391866913124,
            "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
            "exact_match,none": 0.05060422960725076,
            "exact_match_stderr,none": 0.005935326827652014,
            "acc_norm,none": 0.39032299909197044,
            "acc_norm_stderr,none": 0.005267403394811808,
            "inst_level_loose_acc,none": 0.4244604316546763,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.32532347504621073,
            "prompt_level_loose_acc_stderr,none": 0.020160839912603125,
            "inst_level_strict_acc,none": 0.4064748201438849,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.40878319736156915,
            "acc_norm_stderr,none": 0.006079995172948752,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.028068762382526688,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6096256684491979,
            "acc_norm_stderr,none": 0.03576973947986412,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511704,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.02642136168734791,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457904,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.029752391824475356,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896,
            "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": 0.332,
            "acc_norm_stderr,none": 0.029844039047465902,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.3082191780821918,
            "acc_norm_stderr,none": 0.038346884632219636,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.029150213374159673,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.03076011604262604,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060664,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5449438202247191,
            "acc_norm_stderr,none": 0.03743016495716992,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.02675007037486517,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.02534897002097908,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.184,
            "acc_norm_stderr,none": 0.02455581299422256,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.128,
            "acc_norm_stderr,none": 0.021172081336336492,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.029933259094191516,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2860738255033557,
            "acc_norm_stderr,none": 0.013099886812179235,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.30303030303030304,
            "acc_norm_stderr,none": 0.03274287914026868,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.27106227106227104,
            "acc_norm_stderr,none": 0.019040638156603604,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.296875,
            "acc_norm_stderr,none": 0.021609729061250887,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3068391866913124,
            "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
            "inst_level_strict_acc,none": 0.4064748201438849,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.32532347504621073,
            "prompt_level_loose_acc_stderr,none": 0.020160839912603125,
            "inst_level_loose_acc,none": 0.4244604316546763,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.05060422960725076,
            "exact_match_stderr,none": 0.005935326827652014,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.06514657980456026,
            "exact_match_stderr,none": 0.014107720843558168,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.024390243902439025,
            "exact_match_stderr,none": 0.01396581303204556,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.013021046909063711,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665563,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.025974025974025976,
            "exact_match_stderr,none": 0.01285905899969708,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.13989637305699482,
            "exact_match_stderr,none": 0.025033870583015178,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.02962962962962963,
            "exact_match_stderr,none": 0.0146480386027538,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.27925531914893614,
            "acc_stderr,none": 0.004090162726093053,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.414021164021164,
            "acc_norm_stderr,none": 0.01765670696872731,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.34765625,
            "acc_norm_stderr,none": 0.029822440677853123,
            "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": {
        "acc,none": 0.27925531914893614,
        "acc_stderr,none": 0.004090162726093054,
        "prompt_level_strict_acc,none": 0.3068391866913124,
        "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
        "exact_match,none": 0.05060422960725076,
        "exact_match_stderr,none": 0.005935326827652014,
        "acc_norm,none": 0.39032299909197044,
        "acc_norm_stderr,none": 0.005267403394811808,
        "inst_level_loose_acc,none": 0.4244604316546763,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.32532347504621073,
        "prompt_level_loose_acc_stderr,none": 0.020160839912603125,
        "inst_level_strict_acc,none": 0.4064748201438849,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.40878319736156915,
        "acc_norm_stderr,none": 0.006079995172948752,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.028068762382526688,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6096256684491979,
        "acc_norm_stderr,none": 0.03576973947986412,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511704,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.02642136168734791,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457904,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.029752391824475356,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896,
        "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": 0.332,
        "acc_norm_stderr,none": 0.029844039047465902,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.3082191780821918,
        "acc_norm_stderr,none": 0.038346884632219636,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.029150213374159673,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.03076011604262604,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060664,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5449438202247191,
        "acc_norm_stderr,none": 0.03743016495716992,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.02675007037486517,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.02534897002097908,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.184,
        "acc_norm_stderr,none": 0.02455581299422256,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.128,
        "acc_norm_stderr,none": 0.021172081336336492,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.029933259094191516,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2860738255033557,
        "acc_norm_stderr,none": 0.013099886812179235,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.30303030303030304,
        "acc_norm_stderr,none": 0.03274287914026868,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.27106227106227104,
        "acc_norm_stderr,none": 0.019040638156603604,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.296875,
        "acc_norm_stderr,none": 0.021609729061250887,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3068391866913124,
        "prompt_level_strict_acc_stderr,none": 0.019846116338147046,
        "inst_level_strict_acc,none": 0.4064748201438849,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.32532347504621073,
        "prompt_level_loose_acc_stderr,none": 0.020160839912603125,
        "inst_level_loose_acc,none": 0.4244604316546763,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.05060422960725076,
        "exact_match_stderr,none": 0.005935326827652014,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.06514657980456026,
        "exact_match_stderr,none": 0.014107720843558168,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.024390243902439025,
        "exact_match_stderr,none": 0.01396581303204556,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.013021046909063711,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665563,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.025974025974025976,
        "exact_match_stderr,none": 0.01285905899969708,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.13989637305699482,
        "exact_match_stderr,none": 0.025033870583015178,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.02962962962962963,
        "exact_match_stderr,none": 0.0146480386027538,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.27925531914893614,
        "acc_stderr,none": 0.004090162726093053,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.414021164021164,
        "acc_norm_stderr,none": 0.01765670696872731,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.34765625,
        "acc_norm_stderr,none": 0.029822440677853123,
        "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

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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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