open-llm-leaderboard/DavidAU__DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B-details

Dataset Card for Evaluation run of DavidAU/DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B

Dataset automatically created during the evaluation run of model DavidAU/DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B 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/DavidAU__DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B-details",
    name="DavidAU__DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2025-03-10T05-04-45.792108 (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_strict_acc,none": 0.3197781885397412,
            "prompt_level_strict_acc_stderr,none": 0.02007025155658027,
            "prompt_level_loose_acc,none": 0.34935304990757854,
            "prompt_level_loose_acc_stderr,none": 0.02051672743144045,
            "inst_level_strict_acc,none": 0.43884892086330934,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.2720246010638298,
            "acc_stderr,none": 0.004057061388487622,
            "inst_level_loose_acc,none": 0.473621103117506,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.10800604229607251,
            "exact_match_stderr,none": 0.00811167050547766,
            "acc_norm,none": 0.39330652484109485,
            "acc_norm_stderr,none": 0.005276410127175622,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.42180177052595036,
            "acc_norm_stderr,none": 0.006138610533239857,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.025156857313255922
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5401069518716578,
            "acc_norm_stderr,none": 0.036543642520475775
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.029561724955240978
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028136
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.22,
            "acc_norm_stderr,none": 0.026251792824605793
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.029040893477575783
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.03139181076542942
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191533
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.031563285061213475
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3356164383561644,
            "acc_norm_stderr,none": 0.039214533254314086
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375447
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.5617977528089888,
            "acc_norm_stderr,none": 0.03729414592947274
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.023692813205492536
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068682
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.112,
            "acc_norm_stderr,none": 0.019985536939171485
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457873
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27936241610738255,
            "acc_norm_stderr,none": 0.013002021135027108,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.2676767676767677,
            "acc_norm_stderr,none": 0.031544498882702825
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.29853479853479853,
            "acc_norm_stderr,none": 0.01960208623041336
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.2611607142857143,
            "acc_norm_stderr,none": 0.020776632223035982
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.3197781885397412,
            "prompt_level_strict_acc_stderr,none": 0.02007025155658027,
            "inst_level_strict_acc,none": 0.43884892086330934,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.34935304990757854,
            "prompt_level_loose_acc_stderr,none": 0.02051672743144045,
            "inst_level_loose_acc,none": 0.473621103117506,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.10800604229607251,
            "exact_match_stderr,none": 0.00811167050547766,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.250814332247557,
            "exact_match_stderr,none": 0.024780507242032963
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.04065040650406504,
            "exact_match_stderr,none": 0.017878907564437465
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.0130210469090637
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.017857142857142856,
            "exact_match_stderr,none": 0.007928503387888855
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.05844155844155844,
            "exact_match_stderr,none": 0.018964387451957845
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.20207253886010362,
            "exact_match_stderr,none": 0.028979089794296756
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.037037037037037035,
            "exact_match_stderr,none": 0.016314377626726044
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.2720246010638298,
            "acc_stderr,none": 0.004057061388487622
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3558201058201058,
            "acc_norm_stderr,none": 0.016923928558168773,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.03168215643141386
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.3359375,
            "acc_norm_stderr,none": 0.029577647634376425
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.026421361687347884
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.3197781885397412,
        "prompt_level_strict_acc_stderr,none": 0.02007025155658027,
        "prompt_level_loose_acc,none": 0.34935304990757854,
        "prompt_level_loose_acc_stderr,none": 0.02051672743144045,
        "inst_level_strict_acc,none": 0.43884892086330934,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.2720246010638298,
        "acc_stderr,none": 0.004057061388487622,
        "inst_level_loose_acc,none": 0.473621103117506,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.10800604229607251,
        "exact_match_stderr,none": 0.00811167050547766,
        "acc_norm,none": 0.39330652484109485,
        "acc_norm_stderr,none": 0.005276410127175622,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.42180177052595036,
        "acc_norm_stderr,none": 0.006138610533239857,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.025156857313255922
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5401069518716578,
        "acc_norm_stderr,none": 0.036543642520475775
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.029561724955240978
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028136
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.22,
        "acc_norm_stderr,none": 0.026251792824605793
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.029040893477575783
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.03139181076542942
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191533
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.031563285061213475
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3356164383561644,
        "acc_norm_stderr,none": 0.039214533254314086
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375447
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.5617977528089888,
        "acc_norm_stderr,none": 0.03729414592947274
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.023692813205492536
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068682
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.112,
        "acc_norm_stderr,none": 0.019985536939171485
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457873
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27936241610738255,
        "acc_norm_stderr,none": 0.013002021135027108,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.2676767676767677,
        "acc_norm_stderr,none": 0.031544498882702825
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.29853479853479853,
        "acc_norm_stderr,none": 0.01960208623041336
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.2611607142857143,
        "acc_norm_stderr,none": 0.020776632223035982
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.3197781885397412,
        "prompt_level_strict_acc_stderr,none": 0.02007025155658027,
        "inst_level_strict_acc,none": 0.43884892086330934,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.34935304990757854,
        "prompt_level_loose_acc_stderr,none": 0.02051672743144045,
        "inst_level_loose_acc,none": 0.473621103117506,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.10800604229607251,
        "exact_match_stderr,none": 0.00811167050547766,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.250814332247557,
        "exact_match_stderr,none": 0.024780507242032963
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.04065040650406504,
        "exact_match_stderr,none": 0.017878907564437465
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.0130210469090637
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.017857142857142856,
        "exact_match_stderr,none": 0.007928503387888855
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.05844155844155844,
        "exact_match_stderr,none": 0.018964387451957845
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.20207253886010362,
        "exact_match_stderr,none": 0.028979089794296756
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.037037037037037035,
        "exact_match_stderr,none": 0.016314377626726044
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.2720246010638298,
        "acc_stderr,none": 0.004057061388487622
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3558201058201058,
        "acc_norm_stderr,none": 0.016923928558168773,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.03168215643141386
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.3359375,
        "acc_norm_stderr,none": 0.029577647634376425
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.026421361687347884
    }
}

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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