open-llm-leaderboard/EleutherAI__gpt-neox-20b-details

Dataset Card for Evaluation run of EleutherAI/gpt-neox-20b

Dataset automatically created during the evaluation run of model EleutherAI/gpt-neox-20b The dataset is composed of 44 configuration(s), each one corresponding to one of the evaluated task.

The dataset has been created from 2 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/EleutherAI__gpt-neox-20b-details-private",
    name="EleutherAI__gpt-neox-20b__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-17T00-00-17.745529 (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_strict_acc,none": 0.19963031423290203,
            "prompt_level_strict_acc_stderr,none": 0.017201316264889927,
            "acc_norm,none": 0.3262020042787974,
            "acc_norm_stderr,none": 0.004753531139839478,
            "acc,none": 0.14185095425628597,
            "acc_stderr,none": 0.002946453741917735,
            "prompt_level_loose_acc,none": 0.20147874306839186,
            "prompt_level_loose_acc_stderr,none": 0.01726080226237147,
            "exact_match,none": 0.006042296072507553,
            "exact_match_stderr,none": 0.0021283479509949755,
            "inst_level_strict_acc,none": 0.31774580335731417,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.3237410071942446,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.4121160409556314,
            "acc_stderr,none": 0.014383915302225402,
            "acc_norm,none": 0.44795221843003413,
            "acc_norm_stderr,none": 0.014532011498211666,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.313660822773824,
            "acc_norm_stderr,none": 0.005768706776100412,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.02984403904746589,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.4919786096256685,
            "acc_norm_stderr,none": 0.03665706061581777,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.228,
            "acc_norm_stderr,none": 0.026587432487268477,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578683,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.092,
            "acc_norm_stderr,none": 0.018316275379429644,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.192,
            "acc_norm_stderr,none": 0.024960691989172012,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806148,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.02975239182447537,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.02765710871820491,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.031191596026022898,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.328,
            "acc_norm_stderr,none": 0.02975239182447538,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.2328767123287671,
            "acc_norm_stderr,none": 0.03510036341139227,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068734,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.252,
            "acc_norm_stderr,none": 0.027513851933031352,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207676,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5112359550561798,
            "acc_norm_stderr,none": 0.03757281091983852,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.244,
            "acc_norm_stderr,none": 0.02721799546455318,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.188,
            "acc_norm_stderr,none": 0.024760377727750492,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.08,
            "acc_norm_stderr,none": 0.017192507941462987,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.308,
            "acc_norm_stderr,none": 0.029256928606501868,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.24328859060402686,
            "acc_norm_stderr,none": 0.012438118404600854,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2474747474747475,
            "acc_norm_stderr,none": 0.030746300742124498,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.25457875457875456,
            "acc_norm_stderr,none": 0.018660089004177448,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.22767857142857142,
            "acc_norm_stderr,none": 0.0198338196436619,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.19963031423290203,
            "prompt_level_strict_acc_stderr,none": 0.017201316264889927,
            "inst_level_strict_acc,none": 0.31774580335731417,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.20147874306839186,
            "prompt_level_loose_acc_stderr,none": 0.01726080226237147,
            "inst_level_loose_acc,none": 0.3237410071942446,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.006042296072507553,
            "exact_match_stderr,none": 0.0021283479509949755,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.016286644951140065,
            "exact_match_stderr,none": 0.007235847161303936,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.006493506493506494,
            "exact_match_stderr,none": 0.006493506493506494,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.0051813471502590676,
            "exact_match_stderr,none": 0.005181347150259068,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.1155252659574468,
            "acc_stderr,none": 0.0029142737252926616,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3637566137566138,
            "acc_norm_stderr,none": 0.017139009665420844,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.25,
            "acc_norm_stderr,none": 0.02711630722733202,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.030186568464511683,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.19963031423290203,
        "prompt_level_strict_acc_stderr,none": 0.017201316264889927,
        "acc_norm,none": 0.3262020042787974,
        "acc_norm_stderr,none": 0.004753531139839478,
        "acc,none": 0.14185095425628597,
        "acc_stderr,none": 0.002946453741917735,
        "prompt_level_loose_acc,none": 0.20147874306839186,
        "prompt_level_loose_acc_stderr,none": 0.01726080226237147,
        "exact_match,none": 0.006042296072507553,
        "exact_match_stderr,none": 0.0021283479509949755,
        "inst_level_strict_acc,none": 0.31774580335731417,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.3237410071942446,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.4121160409556314,
        "acc_stderr,none": 0.014383915302225402,
        "acc_norm,none": 0.44795221843003413,
        "acc_norm_stderr,none": 0.014532011498211666,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.313660822773824,
        "acc_norm_stderr,none": 0.005768706776100412,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.02984403904746589,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.4919786096256685,
        "acc_norm_stderr,none": 0.03665706061581777,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.228,
        "acc_norm_stderr,none": 0.026587432487268477,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578683,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.092,
        "acc_norm_stderr,none": 0.018316275379429644,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.192,
        "acc_norm_stderr,none": 0.024960691989172012,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806148,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.02975239182447537,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.02765710871820491,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.031191596026022898,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.328,
        "acc_norm_stderr,none": 0.02975239182447538,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.2328767123287671,
        "acc_norm_stderr,none": 0.03510036341139227,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068734,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.252,
        "acc_norm_stderr,none": 0.027513851933031352,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207676,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5112359550561798,
        "acc_norm_stderr,none": 0.03757281091983852,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.244,
        "acc_norm_stderr,none": 0.02721799546455318,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.188,
        "acc_norm_stderr,none": 0.024760377727750492,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.08,
        "acc_norm_stderr,none": 0.017192507941462987,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.308,
        "acc_norm_stderr,none": 0.029256928606501868,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.24328859060402686,
        "acc_norm_stderr,none": 0.012438118404600854,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2474747474747475,
        "acc_norm_stderr,none": 0.030746300742124498,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.25457875457875456,
        "acc_norm_stderr,none": 0.018660089004177448,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.22767857142857142,
        "acc_norm_stderr,none": 0.0198338196436619,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.19963031423290203,
        "prompt_level_strict_acc_stderr,none": 0.017201316264889927,
        "inst_level_strict_acc,none": 0.31774580335731417,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.20147874306839186,
        "prompt_level_loose_acc_stderr,none": 0.01726080226237147,
        "inst_level_loose_acc,none": 0.3237410071942446,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.006042296072507553,
        "exact_match_stderr,none": 0.0021283479509949755,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.016286644951140065,
        "exact_match_stderr,none": 0.007235847161303936,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.006493506493506494,
        "exact_match_stderr,none": 0.006493506493506494,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.0051813471502590676,
        "exact_match_stderr,none": 0.005181347150259068,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.1155252659574468,
        "acc_stderr,none": 0.0029142737252926616,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3637566137566138,
        "acc_norm_stderr,none": 0.017139009665420844,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.25,
        "acc_norm_stderr,none": 0.02711630722733202,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.030186568464511683,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

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