open-llm-leaderboard/NousResearch__Nous-Hermes-2-SOLAR-10.7B-details

Dataset Card for Evaluation run of NousResearch/Nous-Hermes-2-SOLAR-10.7B

Dataset automatically created during the evaluation run of model NousResearch/Nous-Hermes-2-SOLAR-10.7B 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/NousResearch__Nous-Hermes-2-SOLAR-10.7B-details-private",
    name="NousResearch__Nous-Hermes-2-SOLAR-10.7B__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-16T17-21-16.269069 (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": {
            "exact_match,none": 0.05211480362537765,
            "exact_match_stderr,none": 0.006034903765396374,
            "acc,none": 0.3694335049984853,
            "acc_stderr,none": 0.00414872496790652,
            "acc_norm,none": 0.5132304920617048,
            "acc_norm_stderr,none": 0.004959093462958452,
            "prompt_level_loose_acc,none": 0.4879852125693161,
            "prompt_level_loose_acc_stderr,none": 0.021510361193439104,
            "inst_level_loose_acc,none": 0.6091127098321343,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.5899280575539568,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.4658040665434381,
            "prompt_level_strict_acc_stderr,none": 0.02146619384119696,
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.6117747440273038,
            "acc_stderr,none": 0.014241614207414044,
            "acc_norm,none": 0.6535836177474402,
            "acc_norm_stderr,none": 0.01390501118006323,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5401839958340566,
            "acc_norm_stderr,none": 0.006129030359804986,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.808,
            "acc_norm_stderr,none": 0.024960691989172012,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6203208556149733,
            "acc_norm_stderr,none": 0.035584436288016635,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849519,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575845,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.03135596892377261,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.03145724452223572,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375374,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.02553712157454818,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253237,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359942,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4863013698630137,
            "acc_norm_stderr,none": 0.041507153312234174,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.576,
            "acc_norm_stderr,none": 0.03131803437491615,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.736,
            "acc_norm_stderr,none": 0.02793451895769091,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "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": 0.872,
            "acc_norm_stderr,none": 0.0211720813363365,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.030760116042626042,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.176,
            "acc_norm_stderr,none": 0.02413349752545712,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.025348970020979085,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.252,
            "acc_norm_stderr,none": 0.027513851933031352,
            "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": 0.2936241610738255,
            "acc_norm_stderr,none": 0.01319404203275703,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2474747474747475,
            "acc_norm_stderr,none": 0.03074630074212451,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3021978021978022,
            "acc_norm_stderr,none": 0.019670416969439147,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.30357142857142855,
            "acc_norm_stderr,none": 0.02174778223291751,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.4658040665434381,
            "prompt_level_strict_acc_stderr,none": 0.02146619384119696,
            "inst_level_strict_acc,none": 0.5899280575539568,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.4879852125693161,
            "prompt_level_loose_acc_stderr,none": 0.021510361193439104,
            "inst_level_loose_acc,none": 0.6091127098321343,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.05211480362537765,
            "exact_match_stderr,none": 0.006034903765396374,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.07166123778501629,
            "exact_match_stderr,none": 0.014744657255942374,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.04878048780487805,
            "exact_match_stderr,none": 0.019502196558588054,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.022727272727272728,
            "exact_match_stderr,none": 0.013021046909063711,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.017857142857142856,
            "exact_match_stderr,none": 0.00792850338788884,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.032467532467532464,
            "exact_match_stderr,none": 0.014328862002759752,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.12953367875647667,
            "exact_match_stderr,none": 0.02423353229775874,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.012733899715059702,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3458277925531915,
            "acc_stderr,none": 0.00433635798063283,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4365079365079365,
            "acc_norm_stderr,none": 0.01774696121954652,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.33984375,
            "acc_norm_stderr,none": 0.029661487249077814,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "exact_match,none": 0.05211480362537765,
        "exact_match_stderr,none": 0.006034903765396374,
        "acc,none": 0.3694335049984853,
        "acc_stderr,none": 0.00414872496790652,
        "acc_norm,none": 0.5132304920617048,
        "acc_norm_stderr,none": 0.004959093462958452,
        "prompt_level_loose_acc,none": 0.4879852125693161,
        "prompt_level_loose_acc_stderr,none": 0.021510361193439104,
        "inst_level_loose_acc,none": 0.6091127098321343,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.5899280575539568,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.4658040665434381,
        "prompt_level_strict_acc_stderr,none": 0.02146619384119696,
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.6117747440273038,
        "acc_stderr,none": 0.014241614207414044,
        "acc_norm,none": 0.6535836177474402,
        "acc_norm_stderr,none": 0.01390501118006323,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5401839958340566,
        "acc_norm_stderr,none": 0.006129030359804986,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.808,
        "acc_norm_stderr,none": 0.024960691989172012,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6203208556149733,
        "acc_norm_stderr,none": 0.035584436288016635,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849519,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575845,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.03135596892377261,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.03145724452223572,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375374,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.02553712157454818,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253237,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359942,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4863013698630137,
        "acc_norm_stderr,none": 0.041507153312234174,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.576,
        "acc_norm_stderr,none": 0.03131803437491615,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.736,
        "acc_norm_stderr,none": 0.02793451895769091,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "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": 0.872,
        "acc_norm_stderr,none": 0.0211720813363365,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.030760116042626042,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.176,
        "acc_norm_stderr,none": 0.02413349752545712,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.025348970020979085,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.252,
        "acc_norm_stderr,none": 0.027513851933031352,
        "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": 0.2936241610738255,
        "acc_norm_stderr,none": 0.01319404203275703,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2474747474747475,
        "acc_norm_stderr,none": 0.03074630074212451,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3021978021978022,
        "acc_norm_stderr,none": 0.019670416969439147,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.30357142857142855,
        "acc_norm_stderr,none": 0.02174778223291751,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.4658040665434381,
        "prompt_level_strict_acc_stderr,none": 0.02146619384119696,
        "inst_level_strict_acc,none": 0.5899280575539568,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.4879852125693161,
        "prompt_level_loose_acc_stderr,none": 0.021510361193439104,
        "inst_level_loose_acc,none": 0.6091127098321343,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.05211480362537765,
        "exact_match_stderr,none": 0.006034903765396374,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.07166123778501629,
        "exact_match_stderr,none": 0.014744657255942374,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.04878048780487805,
        "exact_match_stderr,none": 0.019502196558588054,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.022727272727272728,
        "exact_match_stderr,none": 0.013021046909063711,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.017857142857142856,
        "exact_match_stderr,none": 0.00792850338788884,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.032467532467532464,
        "exact_match_stderr,none": 0.014328862002759752,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.12953367875647667,
        "exact_match_stderr,none": 0.02423353229775874,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.012733899715059702,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3458277925531915,
        "acc_stderr,none": 0.00433635798063283,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4365079365079365,
        "acc_norm_stderr,none": 0.01774696121954652,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.33984375,
        "acc_norm_stderr,none": 0.029661487249077814,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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