open-llm-leaderboard/T145__ZEUS-8B-V2-ORPO-details

Dataset Card for Evaluation run of T145/ZEUS-8B-V2-ORPO

Dataset automatically created during the evaluation run of model T145/ZEUS-8B-V2-ORPO 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/T145__ZEUS-8B-V2-ORPO-details",
    name="T145__ZEUS-8B-V2-ORPO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-31T06-43-28.323864 (note that there might be results for other tasks in the repos if successive evals didn't cover the same tasks. You find each in the results and the "latest" split for each eval):

{
    "all": {
        "leaderboard": {
            "exact_match,none": 0.1782477341389728,
            "exact_match_stderr,none": 0.009788337799820555,
            "inst_level_loose_acc,none": 0.7937649880095923,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.46439226877675444,
            "acc_norm_stderr,none": 0.005382299564614739,
            "inst_level_strict_acc,none": 0.7589928057553957,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7190388170055453,
            "prompt_level_loose_acc_stderr,none": 0.019342047683776974,
            "prompt_level_strict_acc,none": 0.678373382624769,
            "prompt_level_strict_acc_stderr,none": 0.020100807813645375,
            "acc,none": 0.3677692819148936,
            "acc_stderr,none": 0.004396171829608105,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5056413817045652,
            "acc_norm_stderr,none": 0.00625418712240422,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.84,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6096256684491979,
            "acc_norm_stderr,none": 0.03576973947986408
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "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": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554571
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.031145209846548512
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.4657534246575342,
            "acc_norm_stderr,none": 0.04142522736934774
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.03056207062099311
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.031425567060281365
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.6292134831460674,
            "acc_norm_stderr,none": 0.03630566062020178
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.02806876238252672
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545567
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.188,
            "acc_norm_stderr,none": 0.024760377727750513
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517494
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3104026845637584,
            "acc_norm_stderr,none": 0.013397125590509387,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.2676767676767677,
            "acc_norm_stderr,none": 0.031544498882702825
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3021978021978022,
            "acc_norm_stderr,none": 0.019670416969439074
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.3392857142857143,
            "acc_norm_stderr,none": 0.022394216573589882
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.678373382624769,
            "prompt_level_strict_acc_stderr,none": 0.020100807813645375,
            "inst_level_strict_acc,none": 0.7589928057553957,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7190388170055453,
            "prompt_level_loose_acc_stderr,none": 0.019342047683776974,
            "inst_level_loose_acc,none": 0.7937649880095923,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1782477341389728,
            "exact_match_stderr,none": 0.009788337799820555,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.3713355048859935,
            "exact_match_stderr,none": 0.027620528958096104
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.06504065040650407,
            "exact_match_stderr,none": 0.022325895462591904
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.10606060606060606,
            "exact_match_stderr,none": 0.026902673595485146
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.025,
            "exact_match_stderr,none": 0.009346956263824575
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.12987012987012986,
            "exact_match_stderr,none": 0.02717696535667076
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.3316062176165803,
            "exact_match_stderr,none": 0.0339763654108912
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.06666666666666667,
            "exact_match_stderr,none": 0.021548664505181808
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.3677692819148936,
            "acc_stderr,none": 0.004396171829608105
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.39285714285714285,
            "acc_norm_stderr,none": 0.017165637363060215,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.3125,
            "acc_norm_stderr,none": 0.0290262727508015
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.02881432040220563
        }
    },
    "leaderboard": {
        "exact_match,none": 0.1782477341389728,
        "exact_match_stderr,none": 0.009788337799820555,
        "inst_level_loose_acc,none": 0.7937649880095923,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.46439226877675444,
        "acc_norm_stderr,none": 0.005382299564614739,
        "inst_level_strict_acc,none": 0.7589928057553957,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7190388170055453,
        "prompt_level_loose_acc_stderr,none": 0.019342047683776974,
        "prompt_level_strict_acc,none": 0.678373382624769,
        "prompt_level_strict_acc_stderr,none": 0.020100807813645375,
        "acc,none": 0.3677692819148936,
        "acc_stderr,none": 0.004396171829608105,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5056413817045652,
        "acc_norm_stderr,none": 0.00625418712240422,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.84,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6096256684491979,
        "acc_norm_stderr,none": 0.03576973947986408
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "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": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554571
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.031145209846548512
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.4657534246575342,
        "acc_norm_stderr,none": 0.04142522736934774
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.03056207062099311
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.436,
        "acc_norm_stderr,none": 0.031425567060281365
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.6292134831460674,
        "acc_norm_stderr,none": 0.03630566062020178
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.02806876238252672
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545567
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.188,
        "acc_norm_stderr,none": 0.024760377727750513
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517494
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3104026845637584,
        "acc_norm_stderr,none": 0.013397125590509387,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.2676767676767677,
        "acc_norm_stderr,none": 0.031544498882702825
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3021978021978022,
        "acc_norm_stderr,none": 0.019670416969439074
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.3392857142857143,
        "acc_norm_stderr,none": 0.022394216573589882
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.678373382624769,
        "prompt_level_strict_acc_stderr,none": 0.020100807813645375,
        "inst_level_strict_acc,none": 0.7589928057553957,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7190388170055453,
        "prompt_level_loose_acc_stderr,none": 0.019342047683776974,
        "inst_level_loose_acc,none": 0.7937649880095923,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1782477341389728,
        "exact_match_stderr,none": 0.009788337799820555,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.3713355048859935,
        "exact_match_stderr,none": 0.027620528958096104
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.06504065040650407,
        "exact_match_stderr,none": 0.022325895462591904
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.10606060606060606,
        "exact_match_stderr,none": 0.026902673595485146
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.025,
        "exact_match_stderr,none": 0.009346956263824575
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.12987012987012986,
        "exact_match_stderr,none": 0.02717696535667076
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.3316062176165803,
        "exact_match_stderr,none": 0.0339763654108912
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.06666666666666667,
        "exact_match_stderr,none": 0.021548664505181808
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.3677692819148936,
        "acc_stderr,none": 0.004396171829608105
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.39285714285714285,
        "acc_norm_stderr,none": 0.017165637363060215,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.3125,
        "acc_norm_stderr,none": 0.0290262727508015
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.02881432040220563
    }
}

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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