open-llm-leaderboard/Locutusque__Llama-3-NeuralHercules-5.0-8B-details

Dataset Card for Evaluation run of Locutusque/Llama-3-NeuralHercules-5.0-8B

Dataset automatically created during the evaluation run of model Locutusque/Llama-3-NeuralHercules-5.0-8B 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/Locutusque__Llama-3-NeuralHercules-5.0-8B-details",
    name="Locutusque__Llama-3-NeuralHercules-5.0-8B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-13T01-27-58.645604 (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": 0.4454713493530499,
            "prompt_level_loose_acc_stderr,none": 0.02138823777906318,
            "prompt_level_strict_acc,none": 0.39186691312384475,
            "prompt_level_strict_acc_stderr,none": 0.02100737240618835,
            "exact_match,none": 0.03625377643504532,
            "exact_match_stderr,none": 0.005048750046454396,
            "inst_level_strict_acc,none": 0.5059952038369304,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.29330119680851063,
            "acc_stderr,none": 0.004150718035199566,
            "inst_level_loose_acc,none": 0.5695443645083933,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.3700869114022571,
            "acc_norm_stderr,none": 0.005139456503679535,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.3888213851761847,
            "acc_norm_stderr,none": 0.0059180096037326,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.8,
            "acc_norm_stderr,none": 0.025348970020979078,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5721925133689839,
            "acc_norm_stderr,none": 0.036277621364973346,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.264,
            "acc_norm_stderr,none": 0.02793451895769091,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465895,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.136,
            "acc_norm_stderr,none": 0.021723342617052065,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.216,
            "acc_norm_stderr,none": 0.02607865766373272,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.192,
            "acc_norm_stderr,none": 0.024960691989172005,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204912,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.3972602739726027,
            "acc_norm_stderr,none": 0.04063670403888037,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.296,
            "acc_norm_stderr,none": 0.02892893938837963,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.03156328506121339,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.02956172495524104,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.651685393258427,
            "acc_norm_stderr,none": 0.035811144737534335,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.816,
            "acc_norm_stderr,none": 0.02455581299422256,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.344,
            "acc_norm_stderr,none": 0.030104503392316385,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.204,
            "acc_norm_stderr,none": 0.025537121574548162,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.021989409645240272,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.030343680657153215,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.03168519855119917,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2684563758389262,
            "acc_norm_stderr,none": 0.012839139102754317,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2777777777777778,
            "acc_norm_stderr,none": 0.03191178226713548,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2857142857142857,
            "acc_norm_stderr,none": 0.019351013185102673,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24330357142857142,
            "acc_norm_stderr,none": 0.020294638625866786,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.39186691312384475,
            "prompt_level_strict_acc_stderr,none": 0.02100737240618835,
            "inst_level_strict_acc,none": 0.5059952038369304,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.4454713493530499,
            "prompt_level_loose_acc_stderr,none": 0.02138823777906318,
            "inst_level_loose_acc,none": 0.5695443645083933,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.03625377643504532,
            "exact_match_stderr,none": 0.005048750046454396,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.05537459283387622,
            "exact_match_stderr,none": 0.01307447837002417,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813006,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.01067276863717474,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.010714285714285714,
            "exact_match_stderr,none": 0.00616368419476161,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.012987012987012988,
            "exact_match_stderr,none": 0.00915314527915021,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.11398963730569948,
            "exact_match_stderr,none": 0.022935144053919436,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.007407407407407408,
            "exact_match_stderr,none": 0.007407407407407407,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.29330119680851063,
            "acc_stderr,none": 0.004150718035199565,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.38756613756613756,
            "acc_norm_stderr,none": 0.0174065742556826,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.524,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.32421875,
            "acc_norm_stderr,none": 0.029312444800629493,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578676,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.4454713493530499,
        "prompt_level_loose_acc_stderr,none": 0.02138823777906318,
        "prompt_level_strict_acc,none": 0.39186691312384475,
        "prompt_level_strict_acc_stderr,none": 0.02100737240618835,
        "exact_match,none": 0.03625377643504532,
        "exact_match_stderr,none": 0.005048750046454396,
        "inst_level_strict_acc,none": 0.5059952038369304,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.29330119680851063,
        "acc_stderr,none": 0.004150718035199566,
        "inst_level_loose_acc,none": 0.5695443645083933,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.3700869114022571,
        "acc_norm_stderr,none": 0.005139456503679535,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.3888213851761847,
        "acc_norm_stderr,none": 0.0059180096037326,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.8,
        "acc_norm_stderr,none": 0.025348970020979078,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5721925133689839,
        "acc_norm_stderr,none": 0.036277621364973346,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.264,
        "acc_norm_stderr,none": 0.02793451895769091,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465895,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.136,
        "acc_norm_stderr,none": 0.021723342617052065,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.216,
        "acc_norm_stderr,none": 0.02607865766373272,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.192,
        "acc_norm_stderr,none": 0.024960691989172005,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204912,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.3972602739726027,
        "acc_norm_stderr,none": 0.04063670403888037,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.296,
        "acc_norm_stderr,none": 0.02892893938837963,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.03156328506121339,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.02956172495524104,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.651685393258427,
        "acc_norm_stderr,none": 0.035811144737534335,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.816,
        "acc_norm_stderr,none": 0.02455581299422256,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.344,
        "acc_norm_stderr,none": 0.030104503392316385,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.204,
        "acc_norm_stderr,none": 0.025537121574548162,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.021989409645240272,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.030343680657153215,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.03168519855119917,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2684563758389262,
        "acc_norm_stderr,none": 0.012839139102754317,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2777777777777778,
        "acc_norm_stderr,none": 0.03191178226713548,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2857142857142857,
        "acc_norm_stderr,none": 0.019351013185102673,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24330357142857142,
        "acc_norm_stderr,none": 0.020294638625866786,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.39186691312384475,
        "prompt_level_strict_acc_stderr,none": 0.02100737240618835,
        "inst_level_strict_acc,none": 0.5059952038369304,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.4454713493530499,
        "prompt_level_loose_acc_stderr,none": 0.02138823777906318,
        "inst_level_loose_acc,none": 0.5695443645083933,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.03625377643504532,
        "exact_match_stderr,none": 0.005048750046454396,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.05537459283387622,
        "exact_match_stderr,none": 0.01307447837002417,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813006,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.01067276863717474,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.010714285714285714,
        "exact_match_stderr,none": 0.00616368419476161,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.012987012987012988,
        "exact_match_stderr,none": 0.00915314527915021,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.11398963730569948,
        "exact_match_stderr,none": 0.022935144053919436,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.007407407407407408,
        "exact_match_stderr,none": 0.007407407407407407,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.29330119680851063,
        "acc_stderr,none": 0.004150718035199565,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.38756613756613756,
        "acc_norm_stderr,none": 0.0174065742556826,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.524,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.32421875,
        "acc_norm_stderr,none": 0.029312444800629493,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578676,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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