open-llm-leaderboard/CohereForAI__aya-23-8B-details

Dataset Card for Evaluation run of CohereForAI/aya-23-8B

Dataset automatically created during the evaluation run of model CohereForAI/aya-23-8B The dataset is composed of 44 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(
    "HuggingFaceEvalInternal/CohereForAI__aya-23-8B-details-private",
    name="CohereForAI__aya-23-8B__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-17T11-49-39.129219 (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": 0.2509845501363223,
            "acc_stderr,none": 0.0037177879159128752,
            "inst_level_strict_acc,none": 0.5275779376498801,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.41650715009570993,
            "acc_norm_stderr,none": 0.004988096144029639,
            "prompt_level_loose_acc,none": 0.46210720887245843,
            "prompt_level_loose_acc_stderr,none": 0.021454695436204718,
            "inst_level_loose_acc,none": 0.5731414868105515,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.014350453172205438,
            "exact_match_stderr,none": 0.003272427600222565,
            "prompt_level_strict_acc,none": 0.4121996303142329,
            "prompt_level_strict_acc_stderr,none": 0.0211822381517332,
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.48890784982935154,
            "acc_stderr,none": 0.014607794914013044,
            "acc_norm,none": 0.5213310580204779,
            "acc_norm_stderr,none": 0.014598087973127106,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.42562055198750215,
            "acc_norm_stderr,none": 0.006163529819751453,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.02675007037486516,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5989304812834224,
            "acc_norm_stderr,none": 0.03593697887872985,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.0313918107654294,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.030418764025174985,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.184,
            "acc_norm_stderr,none": 0.02455581299422256,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.568,
            "acc_norm_stderr,none": 0.03139181076542941,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.031457244522235715,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.031096688184825295,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.464,
            "acc_norm_stderr,none": 0.031603975145223735,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.03168519855119917,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.031391810765429407,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.02946265759857868,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4452054794520548,
            "acc_norm_stderr,none": 0.0412726477445745,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375378,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.376,
            "acc_norm_stderr,none": 0.030696336267394583,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.030418764025174988,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5786516853932584,
            "acc_norm_stderr,none": 0.037114414059601884,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.03026628805735993,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.025901884690541166,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.148,
            "acc_norm_stderr,none": 0.022503547243806144,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.096,
            "acc_norm_stderr,none": 0.018668961419477152,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.02965829492454557,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.28439597315436244,
            "acc_norm_stderr,none": 0.013070823494365783,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.24242424242424243,
            "acc_norm_stderr,none": 0.030532892233932036,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2875457875457875,
            "acc_norm_stderr,none": 0.019388032230751494,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.29910714285714285,
            "acc_norm_stderr,none": 0.021656359273376974,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.4121996303142329,
            "prompt_level_strict_acc_stderr,none": 0.0211822381517332,
            "inst_level_strict_acc,none": 0.5275779376498801,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.46210720887245843,
            "prompt_level_loose_acc_stderr,none": 0.021454695436204718,
            "inst_level_loose_acc,none": 0.5731414868105515,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.014350453172205438,
            "exact_match_stderr,none": 0.0032724276002225644,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.013029315960912053,
            "exact_match_stderr,none": 0.006482644725390235,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300812999,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.01067276863717473,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.007142857142857143,
            "exact_match_stderr,none": 0.005041703051390573,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.012987012987012988,
            "exact_match_stderr,none": 0.009153145279150208,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.025906735751295335,
            "exact_match_stderr,none": 0.011464523356953157,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.012733899715059683,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.2278091755319149,
            "acc_stderr,none": 0.003823816661027806,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.39285714285714285,
            "acc_norm_stderr,none": 0.01704983228005843,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.2421875,
            "acc_norm_stderr,none": 0.026827898476066977,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.030418764025174995,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.2509845501363223,
        "acc_stderr,none": 0.0037177879159128752,
        "inst_level_strict_acc,none": 0.5275779376498801,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.41650715009570993,
        "acc_norm_stderr,none": 0.004988096144029639,
        "prompt_level_loose_acc,none": 0.46210720887245843,
        "prompt_level_loose_acc_stderr,none": 0.021454695436204718,
        "inst_level_loose_acc,none": 0.5731414868105515,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.014350453172205438,
        "exact_match_stderr,none": 0.003272427600222565,
        "prompt_level_strict_acc,none": 0.4121996303142329,
        "prompt_level_strict_acc_stderr,none": 0.0211822381517332,
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.48890784982935154,
        "acc_stderr,none": 0.014607794914013044,
        "acc_norm,none": 0.5213310580204779,
        "acc_norm_stderr,none": 0.014598087973127106,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.42562055198750215,
        "acc_norm_stderr,none": 0.006163529819751453,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.02675007037486516,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5989304812834224,
        "acc_norm_stderr,none": 0.03593697887872985,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.0313918107654294,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.030418764025174985,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.184,
        "acc_norm_stderr,none": 0.02455581299422256,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.568,
        "acc_norm_stderr,none": 0.03139181076542941,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.031457244522235715,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.031096688184825295,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.464,
        "acc_norm_stderr,none": 0.031603975145223735,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.03168519855119917,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.031391810765429407,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.02946265759857868,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4452054794520548,
        "acc_norm_stderr,none": 0.0412726477445745,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375378,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.376,
        "acc_norm_stderr,none": 0.030696336267394583,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.030418764025174988,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5786516853932584,
        "acc_norm_stderr,none": 0.037114414059601884,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.03026628805735993,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.025901884690541166,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.148,
        "acc_norm_stderr,none": 0.022503547243806144,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.096,
        "acc_norm_stderr,none": 0.018668961419477152,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.02965829492454557,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.28439597315436244,
        "acc_norm_stderr,none": 0.013070823494365783,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.24242424242424243,
        "acc_norm_stderr,none": 0.030532892233932036,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2875457875457875,
        "acc_norm_stderr,none": 0.019388032230751494,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.29910714285714285,
        "acc_norm_stderr,none": 0.021656359273376974,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.4121996303142329,
        "prompt_level_strict_acc_stderr,none": 0.0211822381517332,
        "inst_level_strict_acc,none": 0.5275779376498801,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.46210720887245843,
        "prompt_level_loose_acc_stderr,none": 0.021454695436204718,
        "inst_level_loose_acc,none": 0.5731414868105515,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.014350453172205438,
        "exact_match_stderr,none": 0.0032724276002225644,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.013029315960912053,
        "exact_match_stderr,none": 0.006482644725390235,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300812999,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.01067276863717473,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.007142857142857143,
        "exact_match_stderr,none": 0.005041703051390573,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.012987012987012988,
        "exact_match_stderr,none": 0.009153145279150208,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.025906735751295335,
        "exact_match_stderr,none": 0.011464523356953157,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.012733899715059683,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.2278091755319149,
        "acc_stderr,none": 0.003823816661027806,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.39285714285714285,
        "acc_norm_stderr,none": 0.01704983228005843,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.2421875,
        "acc_norm_stderr,none": 0.026827898476066977,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.030418764025174995,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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