open-llm-leaderboard/OpenBuddy__openbuddy-nemotron-70b-v23.2-131k-details

Dataset Card for Evaluation run of OpenBuddy/openbuddy-nemotron-70b-v23.2-131k

Dataset automatically created during the evaluation run of model OpenBuddy/openbuddy-nemotron-70b-v23.2-131k 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/OpenBuddy__openbuddy-nemotron-70b-v23.2-131k-details",
    name="OpenBuddy__openbuddy-nemotron-70b-v23.2-131k__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-26T00-27-49.147323 (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": {
            "inst_level_strict_acc,none": 0.7613908872901679,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.6839186691312384,
            "prompt_level_strict_acc_stderr,none": 0.02000805037723898,
            "acc_norm,none": 0.6017641717473083,
            "acc_norm_stderr,none": 0.005074903635384318,
            "inst_level_loose_acc,none": 0.7757793764988009,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.5120511968085106,
            "acc_stderr,none": 0.0045571461614355635,
            "exact_match,none": 0.2726586102719033,
            "exact_match_stderr,none": 0.011428196055135708,
            "prompt_level_loose_acc,none": 0.7042513863216266,
            "prompt_level_loose_acc_stderr,none": 0.019639405361071127,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6693282416247179,
            "acc_norm_stderr,none": 0.005699223976663206,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.924,
            "acc_norm_stderr,none": 0.01679357306785967,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6417112299465241,
            "acc_norm_stderr,none": 0.03515846823665027,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.66,
            "acc_norm_stderr,none": 0.03002007360545791,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.028576958730437405,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.756,
            "acc_norm_stderr,none": 0.027217995464553182,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511683,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.03099319785457785,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022898,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.892,
            "acc_norm_stderr,none": 0.01966955938156875,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.78,
            "acc_norm_stderr,none": 0.026251792824605828,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554575,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6986301369863014,
            "acc_norm_stderr,none": 0.03810566694037848,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.025537121574548148,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.872,
            "acc_norm_stderr,none": 0.021172081336336485,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.029933259094191516,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7471910112359551,
            "acc_norm_stderr,none": 0.032668217762449714,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.924,
            "acc_norm_stderr,none": 0.01679357306785967,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.996,
            "acc_norm_stderr,none": 0.004000000000000002,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.3,
            "acc_norm_stderr,none": 0.02904089347757585,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.312,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.364,
            "acc_norm_stderr,none": 0.030491555220405562,
            "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": 0.3598993288590604,
            "acc_norm_stderr,none": 0.013899732535646619,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.30303030303030304,
            "acc_norm_stderr,none": 0.032742879140268674,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.36813186813186816,
            "acc_norm_stderr,none": 0.020659351384509545,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.375,
            "acc_norm_stderr,none": 0.02289822829522849,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.6839186691312384,
            "prompt_level_strict_acc_stderr,none": 0.02000805037723898,
            "inst_level_strict_acc,none": 0.7613908872901679,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7042513863216266,
            "prompt_level_loose_acc_stderr,none": 0.01963940536107113,
            "inst_level_loose_acc,none": 0.7757793764988009,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.2726586102719033,
            "exact_match_stderr,none": 0.011428196055135708,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.4820846905537459,
            "exact_match_stderr,none": 0.02856474366553852,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.24390243902439024,
            "exact_match_stderr,none": 0.03887917804888515,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.14393939393939395,
            "exact_match_stderr,none": 0.03066948216008197,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.08928571428571429,
            "exact_match_stderr,none": 0.017071825445772112,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.2792207792207792,
            "exact_match_stderr,none": 0.03626847382969715,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.43523316062176165,
            "exact_match_stderr,none": 0.03578038165008586,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.08888888888888889,
            "exact_match_stderr,none": 0.024584252683524297,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.5120511968085106,
            "acc_stderr,none": 0.0045571461614355635,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.46825396825396826,
            "acc_norm_stderr,none": 0.017651993064892013,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.30078125,
            "acc_norm_stderr,none": 0.02871850463421181,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.031514387611153515,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.7613908872901679,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.6839186691312384,
        "prompt_level_strict_acc_stderr,none": 0.02000805037723898,
        "acc_norm,none": 0.6017641717473083,
        "acc_norm_stderr,none": 0.005074903635384318,
        "inst_level_loose_acc,none": 0.7757793764988009,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.5120511968085106,
        "acc_stderr,none": 0.0045571461614355635,
        "exact_match,none": 0.2726586102719033,
        "exact_match_stderr,none": 0.011428196055135708,
        "prompt_level_loose_acc,none": 0.7042513863216266,
        "prompt_level_loose_acc_stderr,none": 0.019639405361071127,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6693282416247179,
        "acc_norm_stderr,none": 0.005699223976663206,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.924,
        "acc_norm_stderr,none": 0.01679357306785967,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6417112299465241,
        "acc_norm_stderr,none": 0.03515846823665027,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.66,
        "acc_norm_stderr,none": 0.03002007360545791,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.028576958730437405,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.756,
        "acc_norm_stderr,none": 0.027217995464553182,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511683,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.03099319785457785,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022898,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.892,
        "acc_norm_stderr,none": 0.01966955938156875,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.78,
        "acc_norm_stderr,none": 0.026251792824605828,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554575,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6986301369863014,
        "acc_norm_stderr,none": 0.03810566694037848,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.025537121574548148,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.872,
        "acc_norm_stderr,none": 0.021172081336336485,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.029933259094191516,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7471910112359551,
        "acc_norm_stderr,none": 0.032668217762449714,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.924,
        "acc_norm_stderr,none": 0.01679357306785967,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.996,
        "acc_norm_stderr,none": 0.004000000000000002,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.3,
        "acc_norm_stderr,none": 0.02904089347757585,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.312,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.364,
        "acc_norm_stderr,none": 0.030491555220405562,
        "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": 0.3598993288590604,
        "acc_norm_stderr,none": 0.013899732535646619,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.30303030303030304,
        "acc_norm_stderr,none": 0.032742879140268674,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.36813186813186816,
        "acc_norm_stderr,none": 0.020659351384509545,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.375,
        "acc_norm_stderr,none": 0.02289822829522849,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.6839186691312384,
        "prompt_level_strict_acc_stderr,none": 0.02000805037723898,
        "inst_level_strict_acc,none": 0.7613908872901679,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7042513863216266,
        "prompt_level_loose_acc_stderr,none": 0.01963940536107113,
        "inst_level_loose_acc,none": 0.7757793764988009,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.2726586102719033,
        "exact_match_stderr,none": 0.011428196055135708,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.4820846905537459,
        "exact_match_stderr,none": 0.02856474366553852,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.24390243902439024,
        "exact_match_stderr,none": 0.03887917804888515,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.14393939393939395,
        "exact_match_stderr,none": 0.03066948216008197,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.08928571428571429,
        "exact_match_stderr,none": 0.017071825445772112,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.2792207792207792,
        "exact_match_stderr,none": 0.03626847382969715,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.43523316062176165,
        "exact_match_stderr,none": 0.03578038165008586,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.08888888888888889,
        "exact_match_stderr,none": 0.024584252683524297,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.5120511968085106,
        "acc_stderr,none": 0.0045571461614355635,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.46825396825396826,
        "acc_norm_stderr,none": 0.017651993064892013,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.30078125,
        "acc_norm_stderr,none": 0.02871850463421181,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.031514387611153515,
        "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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