open-llm-leaderboard/MarinaraSpaghetti__Nemomix-v4.0-12B-details

Dataset Card for Evaluation run of MarinaraSpaghetti/Nemomix-v4.0-12B

Dataset automatically created during the evaluation run of model MarinaraSpaghetti/Nemomix-v4.0-12B 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/MarinaraSpaghetti__Nemomix-v4.0-12B-details",
    name="MarinaraSpaghetti__Nemomix-v4.0-12B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-13T06-06-46.437352 (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": 0.5674676524953789,
            "prompt_level_loose_acc_stderr,none": 0.021319792398178064,
            "inst_level_loose_acc,none": 0.6690647482014388,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.6103117505995204,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.5046210720887245,
            "prompt_level_strict_acc_stderr,none": 0.021515655182902067,
            "exact_match,none": 0.09214501510574018,
            "exact_match_stderr,none": 0.007735939852276519,
            "acc,none": 0.36128656914893614,
            "acc_stderr,none": 0.004379535684904872,
            "acc_norm,none": 0.4782721494357245,
            "acc_norm_stderr,none": 0.005330865453609034,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5240409651102239,
            "acc_norm_stderr,none": 0.006182670905190566,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.856,
            "acc_norm_stderr,none": 0.02224940773545021,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6310160427807486,
            "acc_norm_stderr,none": 0.03538078548260322,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577853,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475376,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.0316364895315444,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.029256928606501868,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253244,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.03076011604262605,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993922,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511686,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558313,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5547945205479452,
            "acc_norm_stderr,none": 0.04127264774457449,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.596,
            "acc_norm_stderr,none": 0.031096688184825295,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772605,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.516,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6741573033707865,
            "acc_norm_stderr,none": 0.035228810891810396,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.832,
            "acc_norm_stderr,none": 0.023692813205492585,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.416,
            "acc_norm_stderr,none": 0.031235856237014574,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.196,
            "acc_norm_stderr,none": 0.02515685731325592,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.124,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511683,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254708,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.29194630872483224,
            "acc_norm_stderr,none": 0.013181737085610786,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2727272727272727,
            "acc_norm_stderr,none": 0.03173071239071724,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2893772893772894,
            "acc_norm_stderr,none": 0.019424663872261827,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.30357142857142855,
            "acc_norm_stderr,none": 0.021747782232917512,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5046210720887245,
            "prompt_level_strict_acc_stderr,none": 0.021515655182902067,
            "inst_level_strict_acc,none": 0.6103117505995204,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5674676524953789,
            "prompt_level_loose_acc_stderr,none": 0.021319792398178064,
            "inst_level_loose_acc,none": 0.6690647482014388,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.09214501510574018,
            "exact_match_stderr,none": 0.00773593985227652,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.1465798045602606,
            "exact_match_stderr,none": 0.02021891347902602,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.07317073170731707,
            "exact_match_stderr,none": 0.023577005978097657,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.018199158975632724,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665563,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.07142857142857142,
            "exact_match_stderr,none": 0.020820824576076338,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.21761658031088082,
            "exact_match_stderr,none": 0.029778663037752954,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.012733899715059708,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.36128656914893614,
            "acc_stderr,none": 0.004379535684904872,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.42328042328042326,
            "acc_norm_stderr,none": 0.01741296877831902,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014546,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.27734375,
            "acc_norm_stderr,none": 0.02803528549328419,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.0311915960260229,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.5674676524953789,
        "prompt_level_loose_acc_stderr,none": 0.021319792398178064,
        "inst_level_loose_acc,none": 0.6690647482014388,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.6103117505995204,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.5046210720887245,
        "prompt_level_strict_acc_stderr,none": 0.021515655182902067,
        "exact_match,none": 0.09214501510574018,
        "exact_match_stderr,none": 0.007735939852276519,
        "acc,none": 0.36128656914893614,
        "acc_stderr,none": 0.004379535684904872,
        "acc_norm,none": 0.4782721494357245,
        "acc_norm_stderr,none": 0.005330865453609034,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5240409651102239,
        "acc_norm_stderr,none": 0.006182670905190566,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.856,
        "acc_norm_stderr,none": 0.02224940773545021,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6310160427807486,
        "acc_norm_stderr,none": 0.03538078548260322,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577853,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475376,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.0316364895315444,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.029256928606501868,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253244,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.03076011604262605,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993922,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511686,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558313,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5547945205479452,
        "acc_norm_stderr,none": 0.04127264774457449,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.596,
        "acc_norm_stderr,none": 0.031096688184825295,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772605,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.516,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6741573033707865,
        "acc_norm_stderr,none": 0.035228810891810396,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.832,
        "acc_norm_stderr,none": 0.023692813205492585,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.416,
        "acc_norm_stderr,none": 0.031235856237014574,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.196,
        "acc_norm_stderr,none": 0.02515685731325592,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.124,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511683,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254708,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.29194630872483224,
        "acc_norm_stderr,none": 0.013181737085610786,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2727272727272727,
        "acc_norm_stderr,none": 0.03173071239071724,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2893772893772894,
        "acc_norm_stderr,none": 0.019424663872261827,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.30357142857142855,
        "acc_norm_stderr,none": 0.021747782232917512,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5046210720887245,
        "prompt_level_strict_acc_stderr,none": 0.021515655182902067,
        "inst_level_strict_acc,none": 0.6103117505995204,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5674676524953789,
        "prompt_level_loose_acc_stderr,none": 0.021319792398178064,
        "inst_level_loose_acc,none": 0.6690647482014388,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.09214501510574018,
        "exact_match_stderr,none": 0.00773593985227652,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.1465798045602606,
        "exact_match_stderr,none": 0.02021891347902602,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.07317073170731707,
        "exact_match_stderr,none": 0.023577005978097657,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.018199158975632724,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665563,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.07142857142857142,
        "exact_match_stderr,none": 0.020820824576076338,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.21761658031088082,
        "exact_match_stderr,none": 0.029778663037752954,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.012733899715059708,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.36128656914893614,
        "acc_stderr,none": 0.004379535684904872,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.42328042328042326,
        "acc_norm_stderr,none": 0.01741296877831902,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014546,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.27734375,
        "acc_norm_stderr,none": 0.02803528549328419,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.0311915960260229,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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Source Data

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