Dataset Card for Evaluation run of Qwen/Qwen2-72B

Dataset automatically created during the evaluation run of model Qwen/Qwen2-72B The dataset is composed of 44 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(
    "HuggingFaceEvalInternal/Qwen__Qwen2-72B-details-private",
    name="Qwen__Qwen2-72B__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-26T04-39-30.372446 (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": 0.3567467652495379,
            "prompt_level_loose_acc_stderr,none": 0.02061456293647991,
            "exact_match,none": 0.29154078549848944,
            "exact_match_stderr,none": 0.01170931311620154,
            "inst_level_loose_acc,none": 0.4748201438848921,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.4412470023980815,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.3234750462107209,
            "prompt_level_strict_acc_stderr,none": 0.020131003392118967,
            "acc_norm,none": 0.6127688323387006,
            "acc_norm_stderr,none": 0.004761638010127087,
            "acc,none": 0.5812632535595275,
            "acc_stderr,none": 0.004287648369677541,
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.6655290102389079,
            "acc_stderr,none": 0.013787460322441372,
            "acc_norm,none": 0.6988054607508533,
            "acc_norm_stderr,none": 0.013406741767847632,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6592605450442631,
            "acc_norm_stderr,none": 0.005699612391722492,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.020293429803083872,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6577540106951871,
            "acc_norm_stderr,none": 0.03478920176906822,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379628,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.732,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.02975239182447538,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.792,
            "acc_norm_stderr,none": 0.02572139890141639,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554575,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.832,
            "acc_norm_stderr,none": 0.023692813205492585,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.836,
            "acc_norm_stderr,none": 0.02346526100207676,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.027934518957690908,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.636986301369863,
            "acc_norm_stderr,none": 0.03993397596179572,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296310002,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.868,
            "acc_norm_stderr,none": 0.02145098082403808,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.656,
            "acc_norm_stderr,none": 0.03010450339231639,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.898876404494382,
            "acc_norm_stderr,none": 0.022661549846724097,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.024960691989171994,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.964,
            "acc_norm_stderr,none": 0.011805655169278133,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.232,
            "acc_norm_stderr,none": 0.026750070374865167,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.236,
            "acc_norm_stderr,none": 0.026909337594953835,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.03088103874899391,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.03166085340849519,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.39429530201342283,
            "acc_norm_stderr,none": 0.014156938424125097,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.40404040404040403,
            "acc_norm_stderr,none": 0.03496130972056128,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.36996336996337,
            "acc_norm_stderr,none": 0.020680641785895914,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.41964285714285715,
            "acc_norm_stderr,none": 0.023341772024303035,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.3234750462107209,
            "prompt_level_strict_acc_stderr,none": 0.020131003392118967,
            "inst_level_strict_acc,none": 0.4412470023980815,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.3567467652495379,
            "prompt_level_loose_acc_stderr,none": 0.02061456293647991,
            "inst_level_loose_acc,none": 0.4748201438848921,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.29154078549848944,
            "exact_match_stderr,none": 0.01170931311620154,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.4723127035830619,
            "exact_match_stderr,none": 0.028539241051480507,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.2764227642276423,
            "exact_match_stderr,none": 0.04049015460622488,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.15151515151515152,
            "exact_match_stderr,none": 0.031326684278936305,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.11428571428571428,
            "exact_match_stderr,none": 0.019047619047619063,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.2922077922077922,
            "exact_match_stderr,none": 0.036766566083523786,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.49740932642487046,
            "exact_match_stderr,none": 0.03608390745384488,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.1037037037037037,
            "exact_match_stderr,none": 0.026337256617444453,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5730551861702128,
            "acc_stderr,none": 0.004509550258654938,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4695767195767196,
            "acc_norm_stderr,none": 0.017673785883601856,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.030491555220405565,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.37109375,
            "acc_norm_stderr,none": 0.03025273792250212,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.031096688184825295,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.3567467652495379,
        "prompt_level_loose_acc_stderr,none": 0.02061456293647991,
        "exact_match,none": 0.29154078549848944,
        "exact_match_stderr,none": 0.01170931311620154,
        "inst_level_loose_acc,none": 0.4748201438848921,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.4412470023980815,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.3234750462107209,
        "prompt_level_strict_acc_stderr,none": 0.020131003392118967,
        "acc_norm,none": 0.6127688323387006,
        "acc_norm_stderr,none": 0.004761638010127087,
        "acc,none": 0.5812632535595275,
        "acc_stderr,none": 0.004287648369677541,
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.6655290102389079,
        "acc_stderr,none": 0.013787460322441372,
        "acc_norm,none": 0.6988054607508533,
        "acc_norm_stderr,none": 0.013406741767847632,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6592605450442631,
        "acc_norm_stderr,none": 0.005699612391722492,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.020293429803083872,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6577540106951871,
        "acc_norm_stderr,none": 0.03478920176906822,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379628,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.732,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.02975239182447538,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.792,
        "acc_norm_stderr,none": 0.02572139890141639,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554575,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.832,
        "acc_norm_stderr,none": 0.023692813205492585,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.836,
        "acc_norm_stderr,none": 0.02346526100207676,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.027934518957690908,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.636986301369863,
        "acc_norm_stderr,none": 0.03993397596179572,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296310002,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.868,
        "acc_norm_stderr,none": 0.02145098082403808,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.656,
        "acc_norm_stderr,none": 0.03010450339231639,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.898876404494382,
        "acc_norm_stderr,none": 0.022661549846724097,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.024960691989171994,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.964,
        "acc_norm_stderr,none": 0.011805655169278133,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.232,
        "acc_norm_stderr,none": 0.026750070374865167,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.236,
        "acc_norm_stderr,none": 0.026909337594953835,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.03088103874899391,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.03166085340849519,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.39429530201342283,
        "acc_norm_stderr,none": 0.014156938424125097,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.40404040404040403,
        "acc_norm_stderr,none": 0.03496130972056128,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.36996336996337,
        "acc_norm_stderr,none": 0.020680641785895914,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.41964285714285715,
        "acc_norm_stderr,none": 0.023341772024303035,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.3234750462107209,
        "prompt_level_strict_acc_stderr,none": 0.020131003392118967,
        "inst_level_strict_acc,none": 0.4412470023980815,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.3567467652495379,
        "prompt_level_loose_acc_stderr,none": 0.02061456293647991,
        "inst_level_loose_acc,none": 0.4748201438848921,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.29154078549848944,
        "exact_match_stderr,none": 0.01170931311620154,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.4723127035830619,
        "exact_match_stderr,none": 0.028539241051480507,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.2764227642276423,
        "exact_match_stderr,none": 0.04049015460622488,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.15151515151515152,
        "exact_match_stderr,none": 0.031326684278936305,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.11428571428571428,
        "exact_match_stderr,none": 0.019047619047619063,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.2922077922077922,
        "exact_match_stderr,none": 0.036766566083523786,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.49740932642487046,
        "exact_match_stderr,none": 0.03608390745384488,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.1037037037037037,
        "exact_match_stderr,none": 0.026337256617444453,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5730551861702128,
        "acc_stderr,none": 0.004509550258654938,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4695767195767196,
        "acc_norm_stderr,none": 0.017673785883601856,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.030491555220405565,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.37109375,
        "acc_norm_stderr,none": 0.03025273792250212,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.031096688184825295,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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Qwen__Qwen2-72B-details

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