open-llm-leaderboard/rombodawg__Rombos-LLM-V2.5-Qwen-32b-details

Dataset Card for Evaluation run of rombodawg/Rombos-LLM-V2.5-Qwen-32b

Dataset automatically created during the evaluation run of model rombodawg/Rombos-LLM-V2.5-Qwen-32b 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/rombodawg__Rombos-LLM-V2.5-Qwen-32b-details",
    name="rombodawg__Rombos-LLM-V2.5-Qwen-32b__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-10T04-14-28.109800 (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": {
            "exact_match,none": 0.39123867069486407,
            "exact_match_stderr,none": 0.012502972614676115,
            "inst_level_strict_acc,none": 0.7350119904076738,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.5915890957446809,
            "acc_stderr,none": 0.004481339856620683,
            "acc_norm,none": 0.6348423920093398,
            "acc_norm_stderr,none": 0.004967208775088211,
            "prompt_level_loose_acc,none": 0.7060998151571165,
            "prompt_level_loose_acc_stderr,none": 0.01960361201563717,
            "inst_level_loose_acc,none": 0.7961630695443646,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.6303142329020333,
            "prompt_level_strict_acc_stderr,none": 0.02077294361633236,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.7014407220968581,
            "acc_norm_stderr,none": 0.005488328667358284,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.936,
            "acc_norm_stderr,none": 0.015510587134374122,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6684491978609626,
            "acc_norm_stderr,none": 0.034518568148016196,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.74,
            "acc_norm_stderr,none": 0.027797315752644335,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219852,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.02496069198917196,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.832,
            "acc_norm_stderr,none": 0.023692813205492536,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.028576958730437443,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.676,
            "acc_norm_stderr,none": 0.029658294924545567,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.964,
            "acc_norm_stderr,none": 0.011805655169278138,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421142,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.756,
            "acc_norm_stderr,none": 0.02721799546455311,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.7876712328767124,
            "acc_norm_stderr,none": 0.03396197282917473,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.88,
            "acc_norm_stderr,none": 0.020593600596839998,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.848,
            "acc_norm_stderr,none": 0.022752024491765464,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8651685393258427,
            "acc_norm_stderr,none": 0.02567197882000208,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.02476037772775051,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.88,
            "acc_norm_stderr,none": 0.020593600596839998,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.26,
            "acc_norm_stderr,none": 0.027797315752644335,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.284,
            "acc_norm_stderr,none": 0.02857695873043744,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575786,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.39681208053691275,
            "acc_norm_stderr,none": 0.014186383623189447,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.41414141414141414,
            "acc_norm_stderr,none": 0.03509438348879632,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.39194139194139194,
            "acc_norm_stderr,none": 0.020911492701797114,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3950892857142857,
            "acc_norm_stderr,none": 0.02312275103172857,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.6303142329020333,
            "prompt_level_strict_acc_stderr,none": 0.02077294361633236,
            "inst_level_strict_acc,none": 0.7350119904076738,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7060998151571165,
            "prompt_level_loose_acc_stderr,none": 0.01960361201563717,
            "inst_level_loose_acc,none": 0.7961630695443646,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.39123867069486407,
            "exact_match_stderr,none": 0.012502972614676115,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.6254071661237784,
            "exact_match_stderr,none": 0.027669444857251955,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.36585365853658536,
            "exact_match_stderr,none": 0.04360823721556541,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.22727272727272727,
            "exact_match_stderr,none": 0.036614333604107194,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.18214285714285713,
            "exact_match_stderr,none": 0.023106953811813196,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.43506493506493504,
            "exact_match_stderr,none": 0.0400802656558681,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.5492227979274611,
            "exact_match_stderr,none": 0.03590910952235521,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.2,
            "exact_match_stderr,none": 0.03455473702325441,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5915890957446809,
            "acc_stderr,none": 0.004481339856620683,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.5026455026455027,
            "acc_norm_stderr,none": 0.017781393896441653,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231644,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.40625,
            "acc_norm_stderr,none": 0.03075589772869651,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "exact_match,none": 0.39123867069486407,
        "exact_match_stderr,none": 0.012502972614676115,
        "inst_level_strict_acc,none": 0.7350119904076738,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.5915890957446809,
        "acc_stderr,none": 0.004481339856620683,
        "acc_norm,none": 0.6348423920093398,
        "acc_norm_stderr,none": 0.004967208775088211,
        "prompt_level_loose_acc,none": 0.7060998151571165,
        "prompt_level_loose_acc_stderr,none": 0.01960361201563717,
        "inst_level_loose_acc,none": 0.7961630695443646,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.6303142329020333,
        "prompt_level_strict_acc_stderr,none": 0.02077294361633236,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.7014407220968581,
        "acc_norm_stderr,none": 0.005488328667358284,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.936,
        "acc_norm_stderr,none": 0.015510587134374122,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6684491978609626,
        "acc_norm_stderr,none": 0.034518568148016196,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.74,
        "acc_norm_stderr,none": 0.027797315752644335,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219852,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.02496069198917196,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.832,
        "acc_norm_stderr,none": 0.023692813205492536,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.028576958730437443,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.676,
        "acc_norm_stderr,none": 0.029658294924545567,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.964,
        "acc_norm_stderr,none": 0.011805655169278138,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421142,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.756,
        "acc_norm_stderr,none": 0.02721799546455311,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.7876712328767124,
        "acc_norm_stderr,none": 0.03396197282917473,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.88,
        "acc_norm_stderr,none": 0.020593600596839998,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.848,
        "acc_norm_stderr,none": 0.022752024491765464,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8651685393258427,
        "acc_norm_stderr,none": 0.02567197882000208,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.02476037772775051,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.88,
        "acc_norm_stderr,none": 0.020593600596839998,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.26,
        "acc_norm_stderr,none": 0.027797315752644335,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.284,
        "acc_norm_stderr,none": 0.02857695873043744,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575786,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.39681208053691275,
        "acc_norm_stderr,none": 0.014186383623189447,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.41414141414141414,
        "acc_norm_stderr,none": 0.03509438348879632,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.39194139194139194,
        "acc_norm_stderr,none": 0.020911492701797114,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3950892857142857,
        "acc_norm_stderr,none": 0.02312275103172857,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.6303142329020333,
        "prompt_level_strict_acc_stderr,none": 0.02077294361633236,
        "inst_level_strict_acc,none": 0.7350119904076738,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7060998151571165,
        "prompt_level_loose_acc_stderr,none": 0.01960361201563717,
        "inst_level_loose_acc,none": 0.7961630695443646,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.39123867069486407,
        "exact_match_stderr,none": 0.012502972614676115,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.6254071661237784,
        "exact_match_stderr,none": 0.027669444857251955,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.36585365853658536,
        "exact_match_stderr,none": 0.04360823721556541,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.22727272727272727,
        "exact_match_stderr,none": 0.036614333604107194,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.18214285714285713,
        "exact_match_stderr,none": 0.023106953811813196,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.43506493506493504,
        "exact_match_stderr,none": 0.0400802656558681,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.5492227979274611,
        "exact_match_stderr,none": 0.03590910952235521,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.2,
        "exact_match_stderr,none": 0.03455473702325441,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5915890957446809,
        "acc_stderr,none": 0.004481339856620683,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.5026455026455027,
        "acc_norm_stderr,none": 0.017781393896441653,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231644,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.40625,
        "acc_norm_stderr,none": 0.03075589772869651,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349,
        "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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