open-llm-leaderboard/NousResearch__Hermes-3-Llama-3.1-70B-details

Dataset Card for Evaluation run of NousResearch/Hermes-3-Llama-3.1-70B

Dataset automatically created during the evaluation run of model NousResearch/Hermes-3-Llama-3.1-70B 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/NousResearch__Hermes-3-Llama-3.1-70B-details",
    name="NousResearch__Hermes-3-Llama-3.1-70B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-28T23-42-29.435150 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):

{
    "all": {
        "leaderboard": {
            "inst_level_strict_acc,none": 0.802158273381295,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.756007393715342,
            "prompt_level_loose_acc_stderr,none": 0.018482234430967893,
            "inst_level_loose_acc,none": 0.8225419664268585,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.13746223564954682,
            "exact_match_stderr,none": 0.008987327137879225,
            "acc_norm,none": 0.6078609417563886,
            "acc_norm_stderr,none": 0.005029681852555838,
            "acc,none": 0.47265625,
            "acc_stderr,none": 0.004551648754736721,
            "prompt_level_strict_acc,none": 0.7301293900184843,
            "prompt_level_strict_acc_stderr,none": 0.019102087526494387,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6738413469883701,
            "acc_norm_stderr,none": 0.00562976287354406,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.88,
            "acc_norm_stderr,none": 0.020593600596839998,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6844919786096256,
            "acc_norm_stderr,none": 0.03407476834534225,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253316,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.828,
            "acc_norm_stderr,none": 0.02391551394448624,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772626,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.02845414827783231,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022818,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254714,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.788,
            "acc_norm_stderr,none": 0.025901884690541117,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.876,
            "acc_norm_stderr,none": 0.020886382258673272,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575786,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219852,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6506849315068494,
            "acc_norm_stderr,none": 0.039592236387765004,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.025721398901416368,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.864,
            "acc_norm_stderr,none": 0.021723342617052086,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.03056207062099311,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8426966292134831,
            "acc_norm_stderr,none": 0.02736642137345251,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.928,
            "acc_norm_stderr,none": 0.016381005750490122,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.972,
            "acc_norm_stderr,none": 0.010454721651927283,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.028928939388379694,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252672,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3615771812080537,
            "acc_norm_stderr,none": 0.013931802278159234,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3787878787878788,
            "acc_norm_stderr,none": 0.03456088731993742,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.35714285714285715,
            "acc_norm_stderr,none": 0.020524848969024668,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.359375,
            "acc_norm_stderr,none": 0.022694577961439925,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.7301293900184843,
            "prompt_level_strict_acc_stderr,none": 0.019102087526494387,
            "inst_level_strict_acc,none": 0.802158273381295,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.756007393715342,
            "prompt_level_loose_acc_stderr,none": 0.018482234430967897,
            "inst_level_loose_acc,none": 0.8225419664268585,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.13746223564954682,
            "exact_match_stderr,none": 0.008987327137879225,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.250814332247557,
            "exact_match_stderr,none": 0.024780507242032963,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.10569105691056911,
            "exact_match_stderr,none": 0.0278344722877674,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.06818181818181818,
            "exact_match_stderr,none": 0.022022378945902827,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665551,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.1038961038961039,
            "exact_match_stderr,none": 0.02466795220435413,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.30569948186528495,
            "exact_match_stderr,none": 0.03324837939758158,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594376,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.47265625,
            "acc_stderr,none": 0.004551648754736721,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4933862433862434,
            "acc_norm_stderr,none": 0.01753750426786919,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.3046875,
            "acc_norm_stderr,none": 0.0288235352734838,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491622,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.802158273381295,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.756007393715342,
        "prompt_level_loose_acc_stderr,none": 0.018482234430967893,
        "inst_level_loose_acc,none": 0.8225419664268585,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.13746223564954682,
        "exact_match_stderr,none": 0.008987327137879225,
        "acc_norm,none": 0.6078609417563886,
        "acc_norm_stderr,none": 0.005029681852555838,
        "acc,none": 0.47265625,
        "acc_stderr,none": 0.004551648754736721,
        "prompt_level_strict_acc,none": 0.7301293900184843,
        "prompt_level_strict_acc_stderr,none": 0.019102087526494387,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6738413469883701,
        "acc_norm_stderr,none": 0.00562976287354406,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.88,
        "acc_norm_stderr,none": 0.020593600596839998,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6844919786096256,
        "acc_norm_stderr,none": 0.03407476834534225,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253316,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.828,
        "acc_norm_stderr,none": 0.02391551394448624,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772626,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.02845414827783231,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022818,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254714,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.788,
        "acc_norm_stderr,none": 0.025901884690541117,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.876,
        "acc_norm_stderr,none": 0.020886382258673272,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575786,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219852,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6506849315068494,
        "acc_norm_stderr,none": 0.039592236387765004,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.025721398901416368,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.864,
        "acc_norm_stderr,none": 0.021723342617052086,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.03056207062099311,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8426966292134831,
        "acc_norm_stderr,none": 0.02736642137345251,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.928,
        "acc_norm_stderr,none": 0.016381005750490122,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.972,
        "acc_norm_stderr,none": 0.010454721651927283,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.028928939388379694,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252672,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3615771812080537,
        "acc_norm_stderr,none": 0.013931802278159234,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3787878787878788,
        "acc_norm_stderr,none": 0.03456088731993742,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.35714285714285715,
        "acc_norm_stderr,none": 0.020524848969024668,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.359375,
        "acc_norm_stderr,none": 0.022694577961439925,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.7301293900184843,
        "prompt_level_strict_acc_stderr,none": 0.019102087526494387,
        "inst_level_strict_acc,none": 0.802158273381295,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.756007393715342,
        "prompt_level_loose_acc_stderr,none": 0.018482234430967897,
        "inst_level_loose_acc,none": 0.8225419664268585,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.13746223564954682,
        "exact_match_stderr,none": 0.008987327137879225,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.250814332247557,
        "exact_match_stderr,none": 0.024780507242032963,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.10569105691056911,
        "exact_match_stderr,none": 0.0278344722877674,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.06818181818181818,
        "exact_match_stderr,none": 0.022022378945902827,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665551,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.1038961038961039,
        "exact_match_stderr,none": 0.02466795220435413,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.30569948186528495,
        "exact_match_stderr,none": 0.03324837939758158,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594376,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.47265625,
        "acc_stderr,none": 0.004551648754736721,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4933862433862434,
        "acc_norm_stderr,none": 0.01753750426786919,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.3046875,
        "acc_norm_stderr,none": 0.0288235352734838,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491622,
        "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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