open-llm-leaderboard/rombodawg__Rombos-LLM-V2.5-Qwen-7b-details

Dataset Card for Evaluation run of rombodawg/Rombos-LLM-V2.5-Qwen-7b

Dataset automatically created during the evaluation run of model rombodawg/Rombos-LLM-V2.5-Qwen-7b 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/rombodawg__Rombos-LLM-V2.5-Qwen-7b-details",
    name="rombodawg__Rombos-LLM-V2.5-Qwen-7b__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-29T13-10-07.178840 (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": 0.4468916223404255,
            "acc_stderr,none": 0.004532683150459362,
            "acc_norm,none": 0.5036969775586976,
            "acc_norm_stderr,none": 0.005385411154710769,
            "prompt_level_loose_acc,none": 0.6229205175600739,
            "prompt_level_loose_acc_stderr,none": 0.020856233918528456,
            "exact_match,none": 0.26435045317220546,
            "exact_match_stderr,none": 0.01127912598156677,
            "inst_level_loose_acc,none": 0.7254196642685852,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_strict_acc,none": 0.5711645101663586,
            "prompt_level_strict_acc_stderr,none": 0.021297522569050754,
            "inst_level_strict_acc,none": 0.6762589928057554,
            "inst_level_strict_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.5519875021697622,
            "acc_norm_stderr,none": 0.006218191281552046,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.824,
            "acc_norm_stderr,none": 0.024133497525457116,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5721925133689839,
            "acc_norm_stderr,none": 0.03627762136497334,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.031486849425545735,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.696,
            "acc_norm_stderr,none": 0.029150213374159673,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.03162125257572551,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.03166085340849519,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.74,
            "acc_norm_stderr,none": 0.0277973157526443,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.66,
            "acc_norm_stderr,none": 0.03002007360545791,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.684,
            "acc_norm_stderr,none": 0.02946265759857869,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.4,
            "acc_norm_stderr,none": 0.031046021028253244,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5547945205479452,
            "acc_norm_stderr,none": 0.04127264774457449,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375374,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.6,
            "acc_norm_stderr,none": 0.031046021028253254,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7303370786516854,
            "acc_norm_stderr,none": 0.03335689818443927,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.692,
            "acc_norm_stderr,none": 0.029256928606501868,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.031514387611153515,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.02590188469054115,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.023692813205492592,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3179530201342282,
            "acc_norm_stderr,none": 0.013504923646255834,
            "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": 0.31684981684981683,
            "acc_norm_stderr,none": 0.019929048938214632,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.3169642857142857,
            "acc_norm_stderr,none": 0.02200762158482482,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.5711645101663586,
            "prompt_level_strict_acc_stderr,none": 0.021297522569050754,
            "inst_level_strict_acc,none": 0.6762589928057554,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.6229205175600739,
            "prompt_level_loose_acc_stderr,none": 0.020856233918528456,
            "inst_level_loose_acc,none": 0.7254196642685852,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.26435045317220546,
            "exact_match_stderr,none": 0.01127912598156677,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.41042345276872966,
            "exact_match_stderr,none": 0.028120657525975735,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.3333333333333333,
            "exact_match_stderr,none": 0.04267895997763195,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.17424242424242425,
            "exact_match_stderr,none": 0.03314115103435669,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.06785714285714285,
            "exact_match_stderr,none": 0.015056946981473264,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.24675324675324675,
            "exact_match_stderr,none": 0.03485413882550864,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.49740932642487046,
            "exact_match_stderr,none": 0.03608390745384486,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.05185185185185185,
            "exact_match_stderr,none": 0.019154368449050514,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.4468916223404255,
            "acc_stderr,none": 0.004532683150459362,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.42857142857142855,
            "acc_norm_stderr,none": 0.017804142953928175,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.36328125,
            "acc_norm_stderr,none": 0.030117937030518287,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375374,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc,none": 0.4468916223404255,
        "acc_stderr,none": 0.004532683150459362,
        "acc_norm,none": 0.5036969775586976,
        "acc_norm_stderr,none": 0.005385411154710769,
        "prompt_level_loose_acc,none": 0.6229205175600739,
        "prompt_level_loose_acc_stderr,none": 0.020856233918528456,
        "exact_match,none": 0.26435045317220546,
        "exact_match_stderr,none": 0.01127912598156677,
        "inst_level_loose_acc,none": 0.7254196642685852,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_strict_acc,none": 0.5711645101663586,
        "prompt_level_strict_acc_stderr,none": 0.021297522569050754,
        "inst_level_strict_acc,none": 0.6762589928057554,
        "inst_level_strict_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.5519875021697622,
        "acc_norm_stderr,none": 0.006218191281552046,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.824,
        "acc_norm_stderr,none": 0.024133497525457116,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5721925133689839,
        "acc_norm_stderr,none": 0.03627762136497334,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.031486849425545735,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.696,
        "acc_norm_stderr,none": 0.029150213374159673,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.03162125257572551,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.03166085340849519,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.74,
        "acc_norm_stderr,none": 0.0277973157526443,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.66,
        "acc_norm_stderr,none": 0.03002007360545791,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.684,
        "acc_norm_stderr,none": 0.02946265759857869,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.4,
        "acc_norm_stderr,none": 0.031046021028253244,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5547945205479452,
        "acc_norm_stderr,none": 0.04127264774457449,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375374,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.6,
        "acc_norm_stderr,none": 0.031046021028253254,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7303370786516854,
        "acc_norm_stderr,none": 0.03335689818443927,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.692,
        "acc_norm_stderr,none": 0.029256928606501868,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.031514387611153515,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.02590188469054115,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.023692813205492592,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3179530201342282,
        "acc_norm_stderr,none": 0.013504923646255834,
        "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": 0.31684981684981683,
        "acc_norm_stderr,none": 0.019929048938214632,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.3169642857142857,
        "acc_norm_stderr,none": 0.02200762158482482,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.5711645101663586,
        "prompt_level_strict_acc_stderr,none": 0.021297522569050754,
        "inst_level_strict_acc,none": 0.6762589928057554,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.6229205175600739,
        "prompt_level_loose_acc_stderr,none": 0.020856233918528456,
        "inst_level_loose_acc,none": 0.7254196642685852,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.26435045317220546,
        "exact_match_stderr,none": 0.01127912598156677,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.41042345276872966,
        "exact_match_stderr,none": 0.028120657525975735,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.3333333333333333,
        "exact_match_stderr,none": 0.04267895997763195,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.17424242424242425,
        "exact_match_stderr,none": 0.03314115103435669,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.06785714285714285,
        "exact_match_stderr,none": 0.015056946981473264,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.24675324675324675,
        "exact_match_stderr,none": 0.03485413882550864,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.49740932642487046,
        "exact_match_stderr,none": 0.03608390745384486,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.05185185185185185,
        "exact_match_stderr,none": 0.019154368449050514,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.4468916223404255,
        "acc_stderr,none": 0.004532683150459362,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.42857142857142855,
        "acc_norm_stderr,none": 0.017804142953928175,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.36328125,
        "acc_norm_stderr,none": 0.030117937030518287,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375374,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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Dataset Structure

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Dataset Creation

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Source Data

Data Collection and Processing

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Personal and Sensitive Information

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Bias, Risks, and Limitations

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Recommendations

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