open-llm-leaderboard/cloudyu__Mixtral_7Bx2_MoE-details

Dataset Card for Evaluation run of cloudyu/Mixtral_7Bx2_MoE

Dataset automatically created during the evaluation run of model cloudyu/Mixtral_7Bx2_MoE 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/cloudyu__Mixtral_7Bx2_MoE-details",
    name="cloudyu__Mixtral_7Bx2_MoE__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-31T06-38-25.702657 (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": 0.44731977818853974,
            "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
            "inst_level_loose_acc,none": 0.5623501199040767,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.30435505319148937,
            "acc_stderr,none": 0.004195012046864125,
            "prompt_level_strict_acc,none": 0.3900184842883549,
            "prompt_level_strict_acc_stderr,none": 0.020989594697345435,
            "acc_norm,none": 0.4746400311324426,
            "acc_norm_stderr,none": 0.005321273682264869,
            "exact_match,none": 0.06570996978851963,
            "exact_match_stderr,none": 0.006664688294128507,
            "inst_level_strict_acc,none": 0.5059952038369304,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5132789446276688,
            "acc_norm_stderr,none": 0.00613137449824507,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6256684491978609,
            "acc_norm_stderr,none": 0.0354849234134303
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772626
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159652
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.03114520984654851
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.74,
            "acc_norm_stderr,none": 0.027797315752644335
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.03160397514522374
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.031425567060281365
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511673
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.4931506849315068,
            "acc_norm_stderr,none": 0.04151884382177796
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.56,
            "acc_norm_stderr,none": 0.03145724452223569
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.03166085340849512
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.03162125257572558
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.6685393258426966,
            "acc_norm_stderr,none": 0.03538285323537675
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.86,
            "acc_norm_stderr,none": 0.021989409645240245
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.24,
            "acc_norm_stderr,none": 0.027065293652238982
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.192,
            "acc_norm_stderr,none": 0.024960691989171963
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068682
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968774
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3053691275167785,
            "acc_norm_stderr,none": 0.013347443580247462,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.32323232323232326,
            "acc_norm_stderr,none": 0.03332299921070644
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.31684981684981683,
            "acc_norm_stderr,none": 0.019929048938214563
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.28348214285714285,
            "acc_norm_stderr,none": 0.0213168289872622
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.3900184842883549,
            "prompt_level_strict_acc_stderr,none": 0.020989594697345435,
            "inst_level_strict_acc,none": 0.5059952038369304,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.44731977818853974,
            "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
            "inst_level_loose_acc,none": 0.5623501199040767,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.06570996978851963,
            "exact_match_stderr,none": 0.006664688294128507,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.1270358306188925,
            "exact_match_stderr,none": 0.01903709213578777
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.04065040650406504,
            "exact_match_stderr,none": 0.017878907564437465
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.0130210469090637
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.017857142857142856,
            "exact_match_stderr,none": 0.007928503387888855
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.025974025974025976,
            "exact_match_stderr,none": 0.012859058999697068
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.14507772020725387,
            "exact_match_stderr,none": 0.025416343096306457
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.01273389971505968
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.30435505319148937,
            "acc_stderr,none": 0.004195012046864125
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4470899470899471,
            "acc_norm_stderr,none": 0.01784251457865333,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028136
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.421875,
            "acc_norm_stderr,none": 0.03092663579296313
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.44731977818853974,
        "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
        "inst_level_loose_acc,none": 0.5623501199040767,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.30435505319148937,
        "acc_stderr,none": 0.004195012046864125,
        "prompt_level_strict_acc,none": 0.3900184842883549,
        "prompt_level_strict_acc_stderr,none": 0.020989594697345435,
        "acc_norm,none": 0.4746400311324426,
        "acc_norm_stderr,none": 0.005321273682264869,
        "exact_match,none": 0.06570996978851963,
        "exact_match_stderr,none": 0.006664688294128507,
        "inst_level_strict_acc,none": 0.5059952038369304,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5132789446276688,
        "acc_norm_stderr,none": 0.00613137449824507,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6256684491978609,
        "acc_norm_stderr,none": 0.0354849234134303
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772626
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159652
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.03114520984654851
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.74,
        "acc_norm_stderr,none": 0.027797315752644335
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.03160397514522374
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.436,
        "acc_norm_stderr,none": 0.031425567060281365
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511673
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.4931506849315068,
        "acc_norm_stderr,none": 0.04151884382177796
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.56,
        "acc_norm_stderr,none": 0.03145724452223569
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.03166085340849512
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.03162125257572558
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.6685393258426966,
        "acc_norm_stderr,none": 0.03538285323537675
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.86,
        "acc_norm_stderr,none": 0.021989409645240245
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.24,
        "acc_norm_stderr,none": 0.027065293652238982
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.192,
        "acc_norm_stderr,none": 0.024960691989171963
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068682
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968774
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3053691275167785,
        "acc_norm_stderr,none": 0.013347443580247462,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.32323232323232326,
        "acc_norm_stderr,none": 0.03332299921070644
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.31684981684981683,
        "acc_norm_stderr,none": 0.019929048938214563
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.28348214285714285,
        "acc_norm_stderr,none": 0.0213168289872622
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.3900184842883549,
        "prompt_level_strict_acc_stderr,none": 0.020989594697345435,
        "inst_level_strict_acc,none": 0.5059952038369304,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.44731977818853974,
        "prompt_level_loose_acc_stderr,none": 0.021396815020425928,
        "inst_level_loose_acc,none": 0.5623501199040767,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.06570996978851963,
        "exact_match_stderr,none": 0.006664688294128507,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.1270358306188925,
        "exact_match_stderr,none": 0.01903709213578777
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.04065040650406504,
        "exact_match_stderr,none": 0.017878907564437465
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.0130210469090637
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.017857142857142856,
        "exact_match_stderr,none": 0.007928503387888855
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.025974025974025976,
        "exact_match_stderr,none": 0.012859058999697068
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.14507772020725387,
        "exact_match_stderr,none": 0.025416343096306457
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.01273389971505968
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.30435505319148937,
        "acc_stderr,none": 0.004195012046864125
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4470899470899471,
        "acc_norm_stderr,none": 0.01784251457865333,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028136
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.421875,
        "acc_norm_stderr,none": 0.03092663579296313
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532
    }
}

Dataset Details

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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]

BibTeX:

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APA:

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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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