Dataset Card for Evaluation run of moeru-ai/L3.1-Moe-4x8B-v0.1

Dataset automatically created during the evaluation run of model moeru-ai/L3.1-Moe-4x8B-v0.1 The dataset is composed of 38 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(
    "open-llm-leaderboard/moeru-ai__L3.1-Moe-4x8B-v0.1-details",
    name="moeru-ai__L3.1-Moe-4x8B-v0.1__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-24T13-10-28.810980 (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": 0.39186691312384475,
            "prompt_level_loose_acc_stderr,none": 0.021007372406188354,
            "inst_level_strict_acc,none": 0.5059952038369304,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.36044362292051757,
            "prompt_level_strict_acc_stderr,none": 0.020661469669879425,
            "acc,none": 0.34541223404255317,
            "acc_stderr,none": 0.004335128114287704,
            "acc_norm,none": 0.44311843300038917,
            "acc_norm_stderr,none": 0.0053307954277858815,
            "exact_match,none": 0.11102719033232629,
            "exact_match_stderr,none": 0.008366639900482708,
            "inst_level_loose_acc,none": 0.5407673860911271,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.49210206561360875,
            "acc_norm_stderr,none": 0.006256512314912394,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.82,
            "acc_norm_stderr,none": 0.024346890650293523,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5882352941176471,
            "acc_norm_stderr,none": 0.03608640563085621,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.031649688959687824,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.432,
            "acc_norm_stderr,none": 0.031391810765429407,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296310002,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558313,
            "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": 0.564,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.58,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4520547945205479,
            "acc_norm_stderr,none": 0.04133139887430772,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014553,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.03026628805735994,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.476,
            "acc_norm_stderr,none": 0.03164968895968782,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.6179775280898876,
            "acc_norm_stderr,none": 0.03652112637307609,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.02845414827783232,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.316,
            "acc_norm_stderr,none": 0.02946265759857868,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.02434689065029352,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.152,
            "acc_norm_stderr,none": 0.02275202449176547,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465902,
            "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": 0.25922818791946306,
            "acc_norm_stderr,none": 0.012703034576522637,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.25252525252525254,
            "acc_norm_stderr,none": 0.030954055470365907,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.27289377289377287,
            "acc_norm_stderr,none": 0.01908084017198791,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24553571428571427,
            "acc_norm_stderr,none": 0.02035742845448457,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.36044362292051757,
            "prompt_level_strict_acc_stderr,none": 0.020661469669879425,
            "inst_level_strict_acc,none": 0.5059952038369304,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.39186691312384475,
            "prompt_level_loose_acc_stderr,none": 0.021007372406188354,
            "inst_level_loose_acc,none": 0.5407673860911271,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.11102719033232629,
            "exact_match_stderr,none": 0.008366639900482708,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.16286644951140064,
            "exact_match_stderr,none": 0.02110826195268662,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.0975609756097561,
            "exact_match_stderr,none": 0.026863777740489106,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.045454545454545456,
            "exact_match_stderr,none": 0.01819915897563273,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.02857142857142857,
            "exact_match_stderr,none": 0.00997399882073604,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.11688311688311688,
            "exact_match_stderr,none": 0.025974025974025986,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.25906735751295334,
            "exact_match_stderr,none": 0.031618779179354094,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.012733899715059675,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.34541223404255317,
            "acc_stderr,none": 0.004335128114287704,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.35978835978835977,
            "acc_norm_stderr,none": 0.016749724532694077,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.21875,
            "acc_norm_stderr,none": 0.025888027174359812,
            "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": 0.39186691312384475,
        "prompt_level_loose_acc_stderr,none": 0.021007372406188354,
        "inst_level_strict_acc,none": 0.5059952038369304,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.36044362292051757,
        "prompt_level_strict_acc_stderr,none": 0.020661469669879425,
        "acc,none": 0.34541223404255317,
        "acc_stderr,none": 0.004335128114287704,
        "acc_norm,none": 0.44311843300038917,
        "acc_norm_stderr,none": 0.0053307954277858815,
        "exact_match,none": 0.11102719033232629,
        "exact_match_stderr,none": 0.008366639900482708,
        "inst_level_loose_acc,none": 0.5407673860911271,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.49210206561360875,
        "acc_norm_stderr,none": 0.006256512314912394,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.82,
        "acc_norm_stderr,none": 0.024346890650293523,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5882352941176471,
        "acc_norm_stderr,none": 0.03608640563085621,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.031649688959687824,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.432,
        "acc_norm_stderr,none": 0.031391810765429407,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.436,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296310002,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558313,
        "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": 0.564,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.58,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4520547945205479,
        "acc_norm_stderr,none": 0.04133139887430772,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014553,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.03026628805735994,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.476,
        "acc_norm_stderr,none": 0.03164968895968782,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.6179775280898876,
        "acc_norm_stderr,none": 0.03652112637307609,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.02845414827783232,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.316,
        "acc_norm_stderr,none": 0.02946265759857868,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.02434689065029352,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.152,
        "acc_norm_stderr,none": 0.02275202449176547,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465902,
        "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": 0.25922818791946306,
        "acc_norm_stderr,none": 0.012703034576522637,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.25252525252525254,
        "acc_norm_stderr,none": 0.030954055470365907,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.27289377289377287,
        "acc_norm_stderr,none": 0.01908084017198791,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24553571428571427,
        "acc_norm_stderr,none": 0.02035742845448457,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.36044362292051757,
        "prompt_level_strict_acc_stderr,none": 0.020661469669879425,
        "inst_level_strict_acc,none": 0.5059952038369304,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.39186691312384475,
        "prompt_level_loose_acc_stderr,none": 0.021007372406188354,
        "inst_level_loose_acc,none": 0.5407673860911271,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.11102719033232629,
        "exact_match_stderr,none": 0.008366639900482708,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.16286644951140064,
        "exact_match_stderr,none": 0.02110826195268662,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.0975609756097561,
        "exact_match_stderr,none": 0.026863777740489106,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.045454545454545456,
        "exact_match_stderr,none": 0.01819915897563273,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.02857142857142857,
        "exact_match_stderr,none": 0.00997399882073604,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.11688311688311688,
        "exact_match_stderr,none": 0.025974025974025986,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.25906735751295334,
        "exact_match_stderr,none": 0.031618779179354094,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.012733899715059675,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.34541223404255317,
        "acc_stderr,none": 0.004335128114287704,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.35978835978835977,
        "acc_norm_stderr,none": 0.016749724532694077,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.21875,
        "acc_norm_stderr,none": 0.025888027174359812,
        "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"
    }
}

Dataset Details

Dataset Description

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Datasets:

open-llm-leaderboard
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moeru-ai__L3.1-Moe-4x8B-v0.1-details

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Dataset Card for Evaluation run of moeru-ai/L3.1-Moe-4x8B-v0.1

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Dataset Details

Dataset Description

Dataset Sources [optional]

Uses

Direct Use

Out-of-Scope Use

Dataset Structure

Dataset Creation

Curation Rationale

Source Data

Data Collection and Processing

Who are the source data producers?

Annotations [optional]

Annotation process

Who are the annotators?

Personal and Sensitive Information

Bias, Risks, and Limitations

Recommendations

Citation [optional]

Glossary [optional]

More Information [optional]

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Collection including open-llm-leaderboard/moeru-ai__L3.1-Moe-4x8B-v0.1-details

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