open-llm-leaderboard/dfurman__Llama-3-70B-Orpo-v0.1-details

Dataset Card for Evaluation run of dfurman/Llama-3-70B-Orpo-v0.1

Dataset automatically created during the evaluation run of model dfurman/Llama-3-70B-Orpo-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 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/dfurman__Llama-3-70B-Orpo-v0.1-details",
    name="dfurman__Llama-3-70B-Orpo-v0.1__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-03T04-08-55.060458 (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": 0.1589648798521257,
            "prompt_level_loose_acc_stderr,none": 0.015734783762341237,
            "prompt_level_strict_acc,none": 0.14602587800369685,
            "prompt_level_strict_acc_stderr,none": 0.015196388518142857,
            "inst_level_strict_acc,none": 0.2637889688249401,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4293682708522506,
            "acc_norm_stderr,none": 0.005338457663990423,
            "inst_level_loose_acc,none": 0.2733812949640288,
            "inst_level_loose_acc_stderr,none": "N/A",
            "exact_match,none": 0.1351963746223565,
            "exact_match_stderr,none": 0.009081256076835832,
            "acc,none": 0.38929521276595747,
            "acc_stderr,none": 0.004445333315648257,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4618989758722444,
            "acc_norm_stderr,none": 0.006222097063243811,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575845,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.5828877005347594,
            "acc_norm_stderr,none": 0.03615450931140828,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.03162125257572551,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.7,
            "acc_norm_stderr,none": 0.029040893477575856,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.368,
            "acc_norm_stderr,none": 0.030562070620993163,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.031145209846548505,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.02984403904746589,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.031145209846548498,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.648,
            "acc_norm_stderr,none": 0.030266288057359942,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.03123585623701455,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.4041095890410959,
            "acc_norm_stderr,none": 0.040751985700393185,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.03163648953154439,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.208,
            "acc_norm_stderr,none": 0.02572139890141639,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.512,
            "acc_norm_stderr,none": 0.03167708558254708,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.7415730337078652,
            "acc_norm_stderr,none": 0.032904799281191034,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.324,
            "acc_norm_stderr,none": 0.029658294924545574,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.023465261002076757,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.021989409645240265,
            "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": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2575503355704698,
            "acc_norm_stderr,none": 0.012671866566256242,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.2878787878787879,
            "acc_norm_stderr,none": 0.03225883512300993,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2619047619047619,
            "acc_norm_stderr,none": 0.018833439789514506,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.23883928571428573,
            "acc_norm_stderr,none": 0.020166814463956895,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.14602587800369685,
            "prompt_level_strict_acc_stderr,none": 0.015196388518142857,
            "inst_level_strict_acc,none": 0.2637889688249401,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.1589648798521257,
            "prompt_level_loose_acc_stderr,none": 0.015734783762341237,
            "inst_level_loose_acc,none": 0.2733812949640288,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.1351963746223565,
            "exact_match_stderr,none": 0.009081256076835832,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.22149837133550487,
            "exact_match_stderr,none": 0.023738557121688875,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.17886178861788618,
            "exact_match_stderr,none": 0.03469660648478195,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.09848484848484848,
            "exact_match_stderr,none": 0.026033680930226365,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.010714285714285714,
            "exact_match_stderr,none": 0.006163684194761608,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.09740259740259741,
            "exact_match_stderr,none": 0.023971024368870254,
            "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": 0.05925925925925926,
            "exact_match_stderr,none": 0.020396736542321915,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.38929521276595747,
            "acc_stderr,none": 0.004445333315648257,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.4523809523809524,
            "acc_norm_stderr,none": 0.017776274550292345,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.556,
            "acc_norm_stderr,none": 0.03148684942554575,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.3203125,
            "acc_norm_stderr,none": 0.02921941352659624,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010741,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.1589648798521257,
        "prompt_level_loose_acc_stderr,none": 0.015734783762341237,
        "prompt_level_strict_acc,none": 0.14602587800369685,
        "prompt_level_strict_acc_stderr,none": 0.015196388518142857,
        "inst_level_strict_acc,none": 0.2637889688249401,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4293682708522506,
        "acc_norm_stderr,none": 0.005338457663990423,
        "inst_level_loose_acc,none": 0.2733812949640288,
        "inst_level_loose_acc_stderr,none": "N/A",
        "exact_match,none": 0.1351963746223565,
        "exact_match_stderr,none": 0.009081256076835832,
        "acc,none": 0.38929521276595747,
        "acc_stderr,none": 0.004445333315648257,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4618989758722444,
        "acc_norm_stderr,none": 0.006222097063243811,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575845,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.5828877005347594,
        "acc_norm_stderr,none": 0.03615450931140828,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.03162125257572551,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.7,
        "acc_norm_stderr,none": 0.029040893477575856,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.368,
        "acc_norm_stderr,none": 0.030562070620993163,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.031145209846548505,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.02984403904746589,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.031145209846548498,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.648,
        "acc_norm_stderr,none": 0.030266288057359942,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.03123585623701455,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.4041095890410959,
        "acc_norm_stderr,none": 0.040751985700393185,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.03163648953154439,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.208,
        "acc_norm_stderr,none": 0.02572139890141639,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.512,
        "acc_norm_stderr,none": 0.03167708558254708,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.7415730337078652,
        "acc_norm_stderr,none": 0.032904799281191034,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.324,
        "acc_norm_stderr,none": 0.029658294924545574,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.023465261002076757,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.021989409645240265,
        "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": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2575503355704698,
        "acc_norm_stderr,none": 0.012671866566256242,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.2878787878787879,
        "acc_norm_stderr,none": 0.03225883512300993,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2619047619047619,
        "acc_norm_stderr,none": 0.018833439789514506,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.23883928571428573,
        "acc_norm_stderr,none": 0.020166814463956895,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.14602587800369685,
        "prompt_level_strict_acc_stderr,none": 0.015196388518142857,
        "inst_level_strict_acc,none": 0.2637889688249401,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.1589648798521257,
        "prompt_level_loose_acc_stderr,none": 0.015734783762341237,
        "inst_level_loose_acc,none": 0.2733812949640288,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.1351963746223565,
        "exact_match_stderr,none": 0.009081256076835832,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.22149837133550487,
        "exact_match_stderr,none": 0.023738557121688875,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.17886178861788618,
        "exact_match_stderr,none": 0.03469660648478195,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.09848484848484848,
        "exact_match_stderr,none": 0.026033680930226365,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.010714285714285714,
        "exact_match_stderr,none": 0.006163684194761608,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.09740259740259741,
        "exact_match_stderr,none": 0.023971024368870254,
        "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": 0.05925925925925926,
        "exact_match_stderr,none": 0.020396736542321915,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.38929521276595747,
        "acc_stderr,none": 0.004445333315648257,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.4523809523809524,
        "acc_norm_stderr,none": 0.017776274550292345,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.556,
        "acc_norm_stderr,none": 0.03148684942554575,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.3203125,
        "acc_norm_stderr,none": 0.02921941352659624,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010741,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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Source Data

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