open-llm-leaderboard/argilla__notux-8x7b-v1-details

Dataset Card for Evaluation run of argilla/notux-8x7b-v1

Dataset automatically created during the evaluation run of model argilla/notux-8x7b-v1 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/argilla__notux-8x7b-v1-details-private",
    name="argilla__notux-8x7b-v1__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-17T04-11-35.859358 (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_norm,none": 0.5146942911834252,
            "acc_norm_stderr,none": 0.004955308790231454,
            "exact_match,none": 0.08459214501510574,
            "exact_match_stderr,none": 0.007476324043982688,
            "prompt_level_loose_acc,none": 0.5637707948243993,
            "prompt_level_loose_acc_stderr,none": 0.021340853089940284,
            "acc,none": 0.39389578915480156,
            "acc_stderr,none": 0.004180870317969359,
            "prompt_level_strict_acc,none": 0.48613678373382624,
            "prompt_level_strict_acc_stderr,none": 0.02150830206785605,
            "inst_level_strict_acc,none": 0.5983213429256595,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.6630695443645084,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.6800341296928327,
            "acc_stderr,none": 0.013631345807016196,
            "acc_norm,none": 0.6962457337883959,
            "acc_norm_stderr,none": 0.013438909184778762,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5332407568130533,
            "acc_norm_stderr,none": 0.006150798075534028,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.864,
            "acc_norm_stderr,none": 0.02172334261705206,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6470588235294118,
            "acc_norm_stderr,none": 0.03504019983419236,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.03049155522040556,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577853,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.03158465389149901,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296310013,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.03041876402517499,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254708,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.029256928606501864,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.03034368065715322,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.03034368065715321,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.541095890410959,
            "acc_norm_stderr,none": 0.041382249050673066,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.0309382076204012,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.664,
            "acc_norm_stderr,none": 0.02993325909419152,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6797752808988764,
            "acc_norm_stderr,none": 0.035069007707220594,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.024346890650293523,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.03158465389149899,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.023465261002076753,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.029462657598578683,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.031682156431413803,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3087248322147651,
            "acc_norm_stderr,none": 0.013394377766881215,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.32323232323232326,
            "acc_norm_stderr,none": 0.033322999210706444,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.29853479853479853,
            "acc_norm_stderr,none": 0.019602086230413394,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.31473214285714285,
            "acc_norm_stderr,none": 0.021965797142222635,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.48613678373382624,
            "prompt_level_strict_acc_stderr,none": 0.02150830206785605,
            "inst_level_strict_acc,none": 0.5983213429256595,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5637707948243993,
            "prompt_level_loose_acc_stderr,none": 0.021340853089940284,
            "inst_level_loose_acc,none": 0.6630695443645084,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.08459214501510574,
            "exact_match_stderr,none": 0.007476324043982688,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.13355048859934854,
            "exact_match_stderr,none": 0.019446151188848484,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.07317073170731707,
            "exact_match_stderr,none": 0.023577005978097646,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712577,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02142857142857143,
            "exact_match_stderr,none": 0.008669434577665558,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.05194805194805195,
            "exact_match_stderr,none": 0.017941344490765013,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.19689119170984457,
            "exact_match_stderr,none": 0.02869787397186069,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.037037037037037035,
            "exact_match_stderr,none": 0.01631437762672604,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.3660239361702128,
            "acc_stderr,none": 0.0043917773108226015,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4166666666666667,
            "acc_norm_stderr,none": 0.017652988188979608,
            "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": 0.30078125,
            "acc_norm_stderr,none": 0.02871850463421181,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.031355968923772626,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.5146942911834252,
        "acc_norm_stderr,none": 0.004955308790231454,
        "exact_match,none": 0.08459214501510574,
        "exact_match_stderr,none": 0.007476324043982688,
        "prompt_level_loose_acc,none": 0.5637707948243993,
        "prompt_level_loose_acc_stderr,none": 0.021340853089940284,
        "acc,none": 0.39389578915480156,
        "acc_stderr,none": 0.004180870317969359,
        "prompt_level_strict_acc,none": 0.48613678373382624,
        "prompt_level_strict_acc_stderr,none": 0.02150830206785605,
        "inst_level_strict_acc,none": 0.5983213429256595,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.6630695443645084,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.6800341296928327,
        "acc_stderr,none": 0.013631345807016196,
        "acc_norm,none": 0.6962457337883959,
        "acc_norm_stderr,none": 0.013438909184778762,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5332407568130533,
        "acc_norm_stderr,none": 0.006150798075534028,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.864,
        "acc_norm_stderr,none": 0.02172334261705206,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6470588235294118,
        "acc_norm_stderr,none": 0.03504019983419236,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.03049155522040556,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577853,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.03158465389149901,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296310013,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.436,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.03041876402517499,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254708,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.029256928606501864,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.03034368065715322,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.03034368065715321,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.541095890410959,
        "acc_norm_stderr,none": 0.041382249050673066,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.0309382076204012,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.664,
        "acc_norm_stderr,none": 0.02993325909419152,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6797752808988764,
        "acc_norm_stderr,none": 0.035069007707220594,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.024346890650293523,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.03158465389149899,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.023465261002076753,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.029462657598578683,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.031682156431413803,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3087248322147651,
        "acc_norm_stderr,none": 0.013394377766881215,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.32323232323232326,
        "acc_norm_stderr,none": 0.033322999210706444,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.29853479853479853,
        "acc_norm_stderr,none": 0.019602086230413394,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.31473214285714285,
        "acc_norm_stderr,none": 0.021965797142222635,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.48613678373382624,
        "prompt_level_strict_acc_stderr,none": 0.02150830206785605,
        "inst_level_strict_acc,none": 0.5983213429256595,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5637707948243993,
        "prompt_level_loose_acc_stderr,none": 0.021340853089940284,
        "inst_level_loose_acc,none": 0.6630695443645084,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.08459214501510574,
        "exact_match_stderr,none": 0.007476324043982688,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.13355048859934854,
        "exact_match_stderr,none": 0.019446151188848484,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.07317073170731707,
        "exact_match_stderr,none": 0.023577005978097646,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712577,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02142857142857143,
        "exact_match_stderr,none": 0.008669434577665558,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.05194805194805195,
        "exact_match_stderr,none": 0.017941344490765013,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.19689119170984457,
        "exact_match_stderr,none": 0.02869787397186069,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.037037037037037035,
        "exact_match_stderr,none": 0.01631437762672604,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.3660239361702128,
        "acc_stderr,none": 0.0043917773108226015,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4166666666666667,
        "acc_norm_stderr,none": 0.017652988188979608,
        "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": 0.30078125,
        "acc_norm_stderr,none": 0.02871850463421181,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.031355968923772626,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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