open-llm-leaderboard/Hermes-3-Llama-3.1-8B-details

Dataset Card for Evaluation run of NousResearch/Hermes-3-Llama-3.1-8B

Dataset automatically created during the evaluation run of model NousResearch/Hermes-3-Llama-3.1-8B 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/NousResearch__Hermes-3-Llama-3.1-8B-details",
    name="NousResearch__Hermes-3-Llama-3.1-8B__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-08-29T00-22-29.896826 (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,none": 0.3139128989361702,
            "acc_stderr,none": 0.004231003110087246,
            "inst_level_loose_acc,none": 0.7050359712230215,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.04758308157099698,
            "exact_match_stderr,none": 0.005738113937190606,
            "inst_level_strict_acc,none": 0.670263788968825,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4747697496432741,
            "acc_norm_stderr,none": 0.005401020033165414,
            "prompt_level_loose_acc,none": 0.6081330868761553,
            "prompt_level_loose_acc_stderr,none": 0.021007372406188378,
            "prompt_level_strict_acc,none": 0.5637707948243993,
            "prompt_level_strict_acc_stderr,none": 0.021340853089940322,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5164034021871203,
            "acc_norm_stderr,none": 0.006270133146541343,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.804,
            "acc_norm_stderr,none": 0.025156857313255922,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6096256684491979,
            "acc_norm_stderr,none": 0.03576973947986408,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115349,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.03056207062099311,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255664,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772626,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.02946265759857865,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626098,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022818,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.02845414827783231,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.536,
            "acc_norm_stderr,none": 0.031603975145223735,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5136986301369864,
            "acc_norm_stderr,none": 0.04150715331223415,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375447,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.031145209846548512,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.550561797752809,
            "acc_norm_stderr,none": 0.037389649660569645,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652238982,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626098,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.216,
            "acc_norm_stderr,none": 0.02607865766373279,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.02534897002097912,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.32,
            "acc_norm_stderr,none": 0.029561724955240978,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2978187919463087,
            "acc_norm_stderr,none": 0.013251358614096626,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.29292929292929293,
            "acc_norm_stderr,none": 0.032424979581788145,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.31684981684981683,
            "acc_norm_stderr,none": 0.019929048938214563,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.2767857142857143,
            "acc_norm_stderr,none": 0.021161749643954904,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5637707948243993,
            "prompt_level_strict_acc_stderr,none": 0.021340853089940322,
            "inst_level_strict_acc,none": 0.670263788968825,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6081330868761553,
            "prompt_level_loose_acc_stderr,none": 0.021007372406188378,
            "inst_level_loose_acc,none": 0.7050359712230215,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.04758308157099698,
            "exact_match_stderr,none": 0.005738113937190606,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.06840390879478828,
            "exact_match_stderr,none": 0.014430905249777214,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.06504065040650407,
            "exact_match_stderr,none": 0.022325895462591904,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.0130210469090637,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285713,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.012987012987012988,
            "exact_match_stderr,none": 0.009153145279150204,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.13471502590673576,
            "exact_match_stderr,none": 0.02463978909770943,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.014814814814814815,
            "exact_match_stderr,none": 0.010436494549594376,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3139128989361702,
            "acc_stderr,none": 0.004231003110087246,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4365079365079365,
            "acc_norm_stderr,none": 0.017710834433889305,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491622,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.3828125,
            "acc_norm_stderr,none": 0.03043908026255708,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359866,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.3139128989361702,
        "acc_stderr,none": 0.004231003110087246,
        "inst_level_loose_acc,none": 0.7050359712230215,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.04758308157099698,
        "exact_match_stderr,none": 0.005738113937190606,
        "inst_level_strict_acc,none": 0.670263788968825,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4747697496432741,
        "acc_norm_stderr,none": 0.005401020033165414,
        "prompt_level_loose_acc,none": 0.6081330868761553,
        "prompt_level_loose_acc_stderr,none": 0.021007372406188378,
        "prompt_level_strict_acc,none": 0.5637707948243993,
        "prompt_level_strict_acc_stderr,none": 0.021340853089940322,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5164034021871203,
        "acc_norm_stderr,none": 0.006270133146541343,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.804,
        "acc_norm_stderr,none": 0.025156857313255922,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6096256684491979,
        "acc_norm_stderr,none": 0.03576973947986408,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115349,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.03056207062099311,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255664,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772626,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.02946265759857865,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626098,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022818,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.02845414827783231,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.536,
        "acc_norm_stderr,none": 0.031603975145223735,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5136986301369864,
        "acc_norm_stderr,none": 0.04150715331223415,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375447,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.031145209846548512,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.550561797752809,
        "acc_norm_stderr,none": 0.037389649660569645,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652238982,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626098,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.216,
        "acc_norm_stderr,none": 0.02607865766373279,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.02534897002097912,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.32,
        "acc_norm_stderr,none": 0.029561724955240978,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2978187919463087,
        "acc_norm_stderr,none": 0.013251358614096626,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.29292929292929293,
        "acc_norm_stderr,none": 0.032424979581788145,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.31684981684981683,
        "acc_norm_stderr,none": 0.019929048938214563,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.2767857142857143,
        "acc_norm_stderr,none": 0.021161749643954904,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5637707948243993,
        "prompt_level_strict_acc_stderr,none": 0.021340853089940322,
        "inst_level_strict_acc,none": 0.670263788968825,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6081330868761553,
        "prompt_level_loose_acc_stderr,none": 0.021007372406188378,
        "inst_level_loose_acc,none": 0.7050359712230215,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.04758308157099698,
        "exact_match_stderr,none": 0.005738113937190606,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.06840390879478828,
        "exact_match_stderr,none": 0.014430905249777214,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.06504065040650407,
        "exact_match_stderr,none": 0.022325895462591904,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.0130210469090637,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285713,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.012987012987012988,
        "exact_match_stderr,none": 0.009153145279150204,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.13471502590673576,
        "exact_match_stderr,none": 0.02463978909770943,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.014814814814814815,
        "exact_match_stderr,none": 0.010436494549594376,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3139128989361702,
        "acc_stderr,none": 0.004231003110087246,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4365079365079365,
        "acc_norm_stderr,none": 0.017710834433889305,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491622,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.3828125,
        "acc_norm_stderr,none": 0.03043908026255708,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359866,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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