open-llm-leaderboard/GritLM__GritLM-8x7B-KTO-details

Dataset Card for Evaluation run of GritLM/GritLM-8x7B-KTO

Dataset automatically created during the evaluation run of model GritLM/GritLM-8x7B-KTO 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/GritLM__GritLM-8x7B-KTO-details",
    name="GritLM__GritLM-8x7B-KTO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-12T14-34-44.001697 (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_loose_acc,none": 0.6630695443645084,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.5196523543909716,
            "acc_norm_stderr,none": 0.005234169533302403,
            "prompt_level_loose_acc,none": 0.55637707948244,
            "prompt_level_loose_acc_stderr,none": 0.02137936114959635,
            "prompt_level_strict_acc,none": 0.5157116451016636,
            "prompt_level_strict_acc_stderr,none": 0.021505948540061576,
            "acc,none": 0.36477726063829785,
            "acc_stderr,none": 0.004388600351621942,
            "inst_level_strict_acc,none": 0.6270983213429256,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.08534743202416918,
            "exact_match_stderr,none": 0.007496629028461066,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.57889255337615,
            "acc_norm_stderr,none": 0.006019716551233059,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.021450980824038096,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6417112299465241,
            "acc_norm_stderr,none": 0.035158468236650274,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223563,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.03104602102825324,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.028068762382526688,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359942,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.024760377727750485,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993167,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.376,
            "acc_norm_stderr,none": 0.030696336267394587,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5547945205479452,
            "acc_norm_stderr,none": 0.04127264774457449,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.764,
            "acc_norm_stderr,none": 0.026909337594953855,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8202247191011236,
            "acc_norm_stderr,none": 0.0288632201276819,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.024346890650293523,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.02993325909419152,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.024346890650293516,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.023465261002076753,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.02956172495524104,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2961409395973154,
            "acc_norm_stderr,none": 0.013238878628081353,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.30808080808080807,
            "acc_norm_stderr,none": 0.03289477330098615,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2893772893772894,
            "acc_norm_stderr,none": 0.01942466387226182,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.29910714285714285,
            "acc_norm_stderr,none": 0.021656359273376974,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5157116451016636,
            "prompt_level_strict_acc_stderr,none": 0.021505948540061576,
            "inst_level_strict_acc,none": 0.6270983213429256,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.55637707948244,
            "prompt_level_loose_acc_stderr,none": 0.02137936114959635,
            "inst_level_loose_acc,none": 0.6630695443645084,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.08534743202416918,
            "exact_match_stderr,none": 0.007496629028461066,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.1563517915309446,
            "exact_match_stderr,none": 0.020762106383751724,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.07317073170731707,
            "exact_match_stderr,none": 0.023577005978097653,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.010672768637174732,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02857142857142857,
            "exact_match_stderr,none": 0.00997399882073601,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.05844155844155844,
            "exact_match_stderr,none": 0.018964387451957825,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.17616580310880828,
            "exact_match_stderr,none": 0.027493504244548047,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.012733899715059682,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.36477726063829785,
            "acc_stderr,none": 0.004388600351621942,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.42063492063492064,
            "acc_norm_stderr,none": 0.017570775961501806,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.031514387611153515,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.29296875,
            "acc_norm_stderr,none": 0.028500984607927556,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_loose_acc,none": 0.6630695443645084,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.5196523543909716,
        "acc_norm_stderr,none": 0.005234169533302403,
        "prompt_level_loose_acc,none": 0.55637707948244,
        "prompt_level_loose_acc_stderr,none": 0.02137936114959635,
        "prompt_level_strict_acc,none": 0.5157116451016636,
        "prompt_level_strict_acc_stderr,none": 0.021505948540061576,
        "acc,none": 0.36477726063829785,
        "acc_stderr,none": 0.004388600351621942,
        "inst_level_strict_acc,none": 0.6270983213429256,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.08534743202416918,
        "exact_match_stderr,none": 0.007496629028461066,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.57889255337615,
        "acc_norm_stderr,none": 0.006019716551233059,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.021450980824038096,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6417112299465241,
        "acc_norm_stderr,none": 0.035158468236650274,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223563,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.03104602102825324,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.028068762382526688,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359942,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.024760377727750485,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993167,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.376,
        "acc_norm_stderr,none": 0.030696336267394587,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5547945205479452,
        "acc_norm_stderr,none": 0.04127264774457449,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.764,
        "acc_norm_stderr,none": 0.026909337594953855,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8202247191011236,
        "acc_norm_stderr,none": 0.0288632201276819,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.024346890650293523,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.02993325909419152,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.024346890650293516,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.023465261002076753,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.02956172495524104,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2961409395973154,
        "acc_norm_stderr,none": 0.013238878628081353,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.30808080808080807,
        "acc_norm_stderr,none": 0.03289477330098615,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2893772893772894,
        "acc_norm_stderr,none": 0.01942466387226182,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.29910714285714285,
        "acc_norm_stderr,none": 0.021656359273376974,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5157116451016636,
        "prompt_level_strict_acc_stderr,none": 0.021505948540061576,
        "inst_level_strict_acc,none": 0.6270983213429256,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.55637707948244,
        "prompt_level_loose_acc_stderr,none": 0.02137936114959635,
        "inst_level_loose_acc,none": 0.6630695443645084,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.08534743202416918,
        "exact_match_stderr,none": 0.007496629028461066,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.1563517915309446,
        "exact_match_stderr,none": 0.020762106383751724,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.07317073170731707,
        "exact_match_stderr,none": 0.023577005978097653,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.010672768637174732,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02857142857142857,
        "exact_match_stderr,none": 0.00997399882073601,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.05844155844155844,
        "exact_match_stderr,none": 0.018964387451957825,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.17616580310880828,
        "exact_match_stderr,none": 0.027493504244548047,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.012733899715059682,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.36477726063829785,
        "acc_stderr,none": 0.004388600351621942,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.42063492063492064,
        "acc_norm_stderr,none": 0.017570775961501806,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.031514387611153515,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.29296875,
        "acc_norm_stderr,none": 0.028500984607927556,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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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