open-llm-leaderboard/Ba2han__Llama-Phi-3_DoRA-details

Dataset Card for Evaluation run of Ba2han/Llama-Phi-3_DoRA

Dataset automatically created during the evaluation run of model Ba2han/Llama-Phi-3_DoRA 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/Ba2han__Llama-Phi-3_DoRA-details",
    name="Ba2han__Llama-Phi-3_DoRA__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-29T08-29-23.036311 (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_loose_acc,none": 0.5138632162661737,
            "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
            "inst_level_strict_acc,none": 0.5695443645083933,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.10196374622356495,
            "exact_match_stderr,none": 0.007876439814730641,
            "acc,none": 0.39153922872340424,
            "acc_stderr,none": 0.004449928868524253,
            "inst_level_loose_acc,none": 0.6199040767386091,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.4565619223659889,
            "prompt_level_strict_acc_stderr,none": 0.021435222545538896,
            "acc_norm,none": 0.5005837332987417,
            "acc_norm_stderr,none": 0.005293434246922132,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5490366255858358,
            "acc_norm_stderr,none": 0.006085270319040443,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.832,
            "acc_norm_stderr,none": 0.02369281320549258,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5935828877005348,
            "acc_norm_stderr,none": 0.036013904358574426,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159677,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401195,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.02793451895769091,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.876,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.02515685731325593,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.0298440390474659,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.03026628805735994,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558317,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5205479452054794,
            "acc_norm_stderr,none": 0.041487661809251716,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7528089887640449,
            "acc_norm_stderr,none": 0.03242441146355061,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.030418764025174967,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.62,
            "acc_norm_stderr,none": 0.030760116042626042,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.02534897002097908,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.024346890650293537,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.02765710871820491,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3263422818791946,
            "acc_norm_stderr,none": 0.013592001859061236,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.30303030303030304,
            "acc_norm_stderr,none": 0.03274287914026868,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.32234432234432236,
            "acc_norm_stderr,none": 0.02002010275004579,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.34151785714285715,
            "acc_norm_stderr,none": 0.02242977658921454,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.4565619223659889,
            "prompt_level_strict_acc_stderr,none": 0.021435222545538896,
            "inst_level_strict_acc,none": 0.5695443645083933,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5138632162661737,
            "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
            "inst_level_loose_acc,none": 0.6199040767386091,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.10196374622356495,
            "exact_match_stderr,none": 0.007876439814730641,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.1791530944625407,
            "exact_match_stderr,none": 0.02192211877365558,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.08130081300813008,
            "exact_match_stderr,none": 0.024743104820672327,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.030303030303030304,
            "exact_match_stderr,none": 0.014977019714308249,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.007142857142857143,
            "exact_match_stderr,none": 0.005041703051390573,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.01683996758261248,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.2849740932642487,
            "exact_match_stderr,none": 0.032577140777096614,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594368,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.39153922872340424,
            "acc_stderr,none": 0.004449928868524252,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4060846560846561,
            "acc_norm_stderr,none": 0.01743470772562823,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.031457244522235646,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.30078125,
            "acc_norm_stderr,none": 0.02871850463421181,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517498,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.5138632162661737,
        "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
        "inst_level_strict_acc,none": 0.5695443645083933,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.10196374622356495,
        "exact_match_stderr,none": 0.007876439814730641,
        "acc,none": 0.39153922872340424,
        "acc_stderr,none": 0.004449928868524253,
        "inst_level_loose_acc,none": 0.6199040767386091,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.4565619223659889,
        "prompt_level_strict_acc_stderr,none": 0.021435222545538896,
        "acc_norm,none": 0.5005837332987417,
        "acc_norm_stderr,none": 0.005293434246922132,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5490366255858358,
        "acc_norm_stderr,none": 0.006085270319040443,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.832,
        "acc_norm_stderr,none": 0.02369281320549258,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5935828877005348,
        "acc_norm_stderr,none": 0.036013904358574426,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159677,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401195,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.02793451895769091,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.876,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.02515685731325593,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.0298440390474659,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.03026628805735994,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558317,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5205479452054794,
        "acc_norm_stderr,none": 0.041487661809251716,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7528089887640449,
        "acc_norm_stderr,none": 0.03242441146355061,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.030418764025174967,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.62,
        "acc_norm_stderr,none": 0.030760116042626042,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.02534897002097908,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.024346890650293537,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.02765710871820491,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3263422818791946,
        "acc_norm_stderr,none": 0.013592001859061236,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.30303030303030304,
        "acc_norm_stderr,none": 0.03274287914026868,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.32234432234432236,
        "acc_norm_stderr,none": 0.02002010275004579,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.34151785714285715,
        "acc_norm_stderr,none": 0.02242977658921454,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.4565619223659889,
        "prompt_level_strict_acc_stderr,none": 0.021435222545538896,
        "inst_level_strict_acc,none": 0.5695443645083933,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5138632162661737,
        "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
        "inst_level_loose_acc,none": 0.6199040767386091,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.10196374622356495,
        "exact_match_stderr,none": 0.007876439814730641,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.1791530944625407,
        "exact_match_stderr,none": 0.02192211877365558,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.08130081300813008,
        "exact_match_stderr,none": 0.024743104820672327,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.030303030303030304,
        "exact_match_stderr,none": 0.014977019714308249,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.007142857142857143,
        "exact_match_stderr,none": 0.005041703051390573,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.01683996758261248,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.2849740932642487,
        "exact_match_stderr,none": 0.032577140777096614,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594368,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.39153922872340424,
        "acc_stderr,none": 0.004449928868524252,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4060846560846561,
        "acc_norm_stderr,none": 0.01743470772562823,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.031457244522235646,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.30078125,
        "acc_norm_stderr,none": 0.02871850463421181,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517498,
        "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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