open-llm-leaderboard/Magpie-Align__Llama-3.1-8B-Magpie-Align-SFT-v0.1-details

Dataset Card for Evaluation run of Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-v0.1

Dataset automatically created during the evaluation run of model Magpie-Align/Llama-3.1-8B-Magpie-Align-SFT-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/Magpie-Align__Llama-3.1-8B-Magpie-Align-SFT-v0.1-details",
    name="Magpie-Align__Llama-3.1-8B-Magpie-Align-SFT-v0.1__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-18T06-10-27.656528 (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_strict_acc,none": 0.4288354898336414,
            "prompt_level_strict_acc_stderr,none": 0.021297522569050736,
            "acc_norm,none": 0.42794136723310416,
            "acc_norm_stderr,none": 0.00527823132795499,
            "inst_level_strict_acc,none": 0.5275779376498801,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5378927911275416,
            "prompt_level_loose_acc_stderr,none": 0.0214546954362047,
            "exact_match,none": 0.07930513595166164,
            "exact_match_stderr,none": 0.00727941418836509,
            "inst_level_loose_acc,none": 0.6366906474820144,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc,none": 0.29429853723404253,
            "acc_stderr,none": 0.004154834193977958,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.47422322513452525,
            "acc_norm_stderr,none": 0.006185655932190078,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.8,
            "acc_norm_stderr,none": 0.02534897002097908,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5935828877005348,
            "acc_norm_stderr,none": 0.036013904358574426,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.031277999504636604,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.03135596892377261,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.031685198551199154,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.029561724955241037,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.384,
            "acc_norm_stderr,none": 0.030821679117375378,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.030343680657153208,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.03088103874899391,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.632,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4794520547945205,
            "acc_norm_stderr,none": 0.04148766180925171,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.412,
            "acc_norm_stderr,none": 0.0311915960260229,
            "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": 0.436,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5449438202247191,
            "acc_norm_stderr,none": 0.037430164957169915,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.72,
            "acc_norm_stderr,none": 0.028454148277832318,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.124,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.168,
            "acc_norm_stderr,none": 0.02369281320549259,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.021989409645240272,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.348,
            "acc_norm_stderr,none": 0.03018656846451169,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2609060402684564,
            "acc_norm_stderr,none": 0.012731340006621497,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.031353050095330855,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.27106227106227104,
            "acc_norm_stderr,none": 0.019040638156603604,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24776785714285715,
            "acc_norm_stderr,none": 0.020419479344751273,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.4288354898336414,
            "prompt_level_strict_acc_stderr,none": 0.021297522569050736,
            "inst_level_strict_acc,none": 0.5275779376498801,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.5378927911275416,
            "prompt_level_loose_acc_stderr,none": 0.0214546954362047,
            "inst_level_loose_acc,none": 0.6366906474820144,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.07930513595166164,
            "exact_match_stderr,none": 0.007279414188365089,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.13029315960912052,
            "exact_match_stderr,none": 0.019243609597826762,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.06504065040650407,
            "exact_match_stderr,none": 0.02232589546259189,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.016679279394712556,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.017857142857142856,
            "exact_match_stderr,none": 0.007928503387888846,
            "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": 0.17616580310880828,
            "exact_match_stderr,none": 0.02749350424454805,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.037037037037037035,
            "exact_match_stderr,none": 0.016314377626726058,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.29429853723404253,
            "acc_stderr,none": 0.004154834193977958,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3386243386243386,
            "acc_norm_stderr,none": 0.016491727376816694,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.19921875,
            "acc_norm_stderr,none": 0.025012204052472065,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.028814320402205638,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.4288354898336414,
        "prompt_level_strict_acc_stderr,none": 0.021297522569050736,
        "acc_norm,none": 0.42794136723310416,
        "acc_norm_stderr,none": 0.00527823132795499,
        "inst_level_strict_acc,none": 0.5275779376498801,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5378927911275416,
        "prompt_level_loose_acc_stderr,none": 0.0214546954362047,
        "exact_match,none": 0.07930513595166164,
        "exact_match_stderr,none": 0.00727941418836509,
        "inst_level_loose_acc,none": 0.6366906474820144,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc,none": 0.29429853723404253,
        "acc_stderr,none": 0.004154834193977958,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.47422322513452525,
        "acc_norm_stderr,none": 0.006185655932190078,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.8,
        "acc_norm_stderr,none": 0.02534897002097908,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5935828877005348,
        "acc_norm_stderr,none": 0.036013904358574426,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.031277999504636604,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.03135596892377261,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.031685198551199154,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.029561724955241037,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.384,
        "acc_norm_stderr,none": 0.030821679117375378,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.030343680657153208,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.03088103874899391,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.632,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4794520547945205,
        "acc_norm_stderr,none": 0.04148766180925171,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.412,
        "acc_norm_stderr,none": 0.0311915960260229,
        "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": 0.436,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5449438202247191,
        "acc_norm_stderr,none": 0.037430164957169915,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.72,
        "acc_norm_stderr,none": 0.028454148277832318,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.124,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.168,
        "acc_norm_stderr,none": 0.02369281320549259,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.021989409645240272,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.348,
        "acc_norm_stderr,none": 0.03018656846451169,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2609060402684564,
        "acc_norm_stderr,none": 0.012731340006621497,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.031353050095330855,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.27106227106227104,
        "acc_norm_stderr,none": 0.019040638156603604,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24776785714285715,
        "acc_norm_stderr,none": 0.020419479344751273,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.4288354898336414,
        "prompt_level_strict_acc_stderr,none": 0.021297522569050736,
        "inst_level_strict_acc,none": 0.5275779376498801,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.5378927911275416,
        "prompt_level_loose_acc_stderr,none": 0.0214546954362047,
        "inst_level_loose_acc,none": 0.6366906474820144,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.07930513595166164,
        "exact_match_stderr,none": 0.007279414188365089,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.13029315960912052,
        "exact_match_stderr,none": 0.019243609597826762,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.06504065040650407,
        "exact_match_stderr,none": 0.02232589546259189,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.016679279394712556,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.017857142857142856,
        "exact_match_stderr,none": 0.007928503387888846,
        "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": 0.17616580310880828,
        "exact_match_stderr,none": 0.02749350424454805,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.037037037037037035,
        "exact_match_stderr,none": 0.016314377626726058,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.29429853723404253,
        "acc_stderr,none": 0.004154834193977958,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3386243386243386,
        "acc_norm_stderr,none": 0.016491727376816694,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.19921875,
        "acc_norm_stderr,none": 0.025012204052472065,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.028814320402205638,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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