open-llm-leaderboard/VAGOsolutions__Llama-3.1-SauerkrautLM-70b-Instruct-details

Dataset Card for Evaluation run of VAGOsolutions/Llama-3.1-SauerkrautLM-70b-Instruct

Dataset automatically created during the evaluation run of model VAGOsolutions/Llama-3.1-SauerkrautLM-70b-Instruct 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/VAGOsolutions__Llama-3.1-SauerkrautLM-70b-Instruct-details",
    name="VAGOsolutions__Llama-3.1-SauerkrautLM-70b-Instruct__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-01T14-39-28.471788 (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": {
            "acc_norm,none": 0.6214813853936957,
            "acc_norm_stderr,none": 0.004949871948414332,
            "acc,none": 0.5334940159574468,
            "acc_stderr,none": 0.0045482310875424046,
            "inst_level_strict_acc,none": 0.8920863309352518,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.8391866913123844,
            "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
            "prompt_level_loose_acc,none": 0.8706099815157117,
            "prompt_level_loose_acc_stderr,none": 0.014443263302194753,
            "exact_match,none": 0.2990936555891239,
            "exact_match_stderr,none": 0.011597890428261499,
            "inst_level_loose_acc,none": 0.9148681055155875,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6993577503905571,
            "acc_norm_stderr,none": 0.005525608003721612,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.916,
            "acc_norm_stderr,none": 0.017578738526776348,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6684491978609626,
            "acc_norm_stderr,none": 0.034518568148016196,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159652,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.748,
            "acc_norm_stderr,none": 0.027513851933031318,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.02496069198917196,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.748,
            "acc_norm_stderr,none": 0.027513851933031318,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.92,
            "acc_norm_stderr,none": 0.017192507941463025,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.776,
            "acc_norm_stderr,none": 0.026421361687347884,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296309975,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.7191780821917808,
            "acc_norm_stderr,none": 0.037320694849458984,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.020293429803083823,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.904,
            "acc_norm_stderr,none": 0.01866896141947719,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.02956172495524098,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8033707865168539,
            "acc_norm_stderr,none": 0.029874139553421764,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.912,
            "acc_norm_stderr,none": 0.017953084777052892,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 1.0,
            "acc_norm_stderr,none": 0.0,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405475,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511673,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.030938207620401222,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3414429530201342,
            "acc_norm_stderr,none": 0.013721875621814157,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.30808080808080807,
            "acc_norm_stderr,none": 0.03289477330098615,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.37545787545787546,
            "acc_norm_stderr,none": 0.02074260160863525,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.31473214285714285,
            "acc_norm_stderr,none": 0.021965797142222607,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.8391866913123844,
            "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
            "inst_level_strict_acc,none": 0.8920863309352518,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.8706099815157117,
            "prompt_level_loose_acc_stderr,none": 0.014443263302194753,
            "inst_level_loose_acc,none": 0.9148681055155875,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.2990936555891239,
            "exact_match_stderr,none": 0.011597890428261499,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.5179153094462541,
            "exact_match_stderr,none": 0.02856474366553855,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.2926829268292683,
            "exact_match_stderr,none": 0.04119323030208565,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.16666666666666666,
            "exact_match_stderr,none": 0.03256102771519015,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.08928571428571429,
            "exact_match_stderr,none": 0.01707182544577207,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.2727272727272727,
            "exact_match_stderr,none": 0.03600536519915179,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.5077720207253886,
            "exact_match_stderr,none": 0.03608003225569657,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.1037037037037037,
            "exact_match_stderr,none": 0.02633725661744443,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5334940159574468,
            "acc_stderr,none": 0.0045482310875424046,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4695767195767196,
            "acc_norm_stderr,none": 0.017511623853988627,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028136,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.28125,
            "acc_norm_stderr,none": 0.028155620586096754,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.6214813853936957,
        "acc_norm_stderr,none": 0.004949871948414332,
        "acc,none": 0.5334940159574468,
        "acc_stderr,none": 0.0045482310875424046,
        "inst_level_strict_acc,none": 0.8920863309352518,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.8391866913123844,
        "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
        "prompt_level_loose_acc,none": 0.8706099815157117,
        "prompt_level_loose_acc_stderr,none": 0.014443263302194753,
        "exact_match,none": 0.2990936555891239,
        "exact_match_stderr,none": 0.011597890428261499,
        "inst_level_loose_acc,none": 0.9148681055155875,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6993577503905571,
        "acc_norm_stderr,none": 0.005525608003721612,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.916,
        "acc_norm_stderr,none": 0.017578738526776348,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6684491978609626,
        "acc_norm_stderr,none": 0.034518568148016196,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159652,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.748,
        "acc_norm_stderr,none": 0.027513851933031318,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.02496069198917196,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.748,
        "acc_norm_stderr,none": 0.027513851933031318,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.92,
        "acc_norm_stderr,none": 0.017192507941463025,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.776,
        "acc_norm_stderr,none": 0.026421361687347884,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296309975,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.7191780821917808,
        "acc_norm_stderr,none": 0.037320694849458984,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.020293429803083823,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.904,
        "acc_norm_stderr,none": 0.01866896141947719,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.02956172495524098,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8033707865168539,
        "acc_norm_stderr,none": 0.029874139553421764,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.912,
        "acc_norm_stderr,none": 0.017953084777052892,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 1.0,
        "acc_norm_stderr,none": 0.0,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405475,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511673,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.030938207620401222,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3414429530201342,
        "acc_norm_stderr,none": 0.013721875621814157,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.30808080808080807,
        "acc_norm_stderr,none": 0.03289477330098615,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.37545787545787546,
        "acc_norm_stderr,none": 0.02074260160863525,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.31473214285714285,
        "acc_norm_stderr,none": 0.021965797142222607,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.8391866913123844,
        "prompt_level_strict_acc_stderr,none": 0.015808599888607115,
        "inst_level_strict_acc,none": 0.8920863309352518,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.8706099815157117,
        "prompt_level_loose_acc_stderr,none": 0.014443263302194753,
        "inst_level_loose_acc,none": 0.9148681055155875,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.2990936555891239,
        "exact_match_stderr,none": 0.011597890428261499,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.5179153094462541,
        "exact_match_stderr,none": 0.02856474366553855,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.2926829268292683,
        "exact_match_stderr,none": 0.04119323030208565,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.16666666666666666,
        "exact_match_stderr,none": 0.03256102771519015,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.08928571428571429,
        "exact_match_stderr,none": 0.01707182544577207,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.2727272727272727,
        "exact_match_stderr,none": 0.03600536519915179,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.5077720207253886,
        "exact_match_stderr,none": 0.03608003225569657,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.1037037037037037,
        "exact_match_stderr,none": 0.02633725661744443,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5334940159574468,
        "acc_stderr,none": 0.0045482310875424046,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4695767195767196,
        "acc_norm_stderr,none": 0.017511623853988627,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028136,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.28125,
        "acc_norm_stderr,none": 0.028155620586096754,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

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