open-llm-leaderboard/princeton-nlp__Llama-3-Instruct-8B-DPO-details

Dataset Card for Evaluation run of princeton-nlp/Llama-3-Instruct-8B-DPO

Dataset automatically created during the evaluation run of model princeton-nlp/Llama-3-Instruct-8B-DPO 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/princeton-nlp__Llama-3-Instruct-8B-DPO-details",
    name="princeton-nlp__Llama-3-Instruct-8B-DPO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-09-29T01-09-15.396608 (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": {
            "inst_level_strict_acc,none": 0.7230215827338129,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.03323262839879154,
            "exact_match_stderr,none": 0.004913929755029315,
            "acc,none": 0.36652260638297873,
            "acc_stderr,none": 0.004393039217450422,
            "prompt_level_strict_acc,none": 0.6284658040665434,
            "prompt_level_strict_acc_stderr,none": 0.020794253888707544,
            "prompt_level_loose_acc,none": 0.7005545286506469,
            "prompt_level_loose_acc_stderr,none": 0.019709834029672916,
            "inst_level_loose_acc,none": 0.7853717026378897,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.4506421066286159,
            "acc_norm_stderr,none": 0.005341944733522263,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.4978302378059365,
            "acc_norm_stderr,none": 0.006233005781570335,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.788,
            "acc_norm_stderr,none": 0.025901884690541156,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6042780748663101,
            "acc_norm_stderr,none": 0.03585560071592546,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.608,
            "acc_norm_stderr,none": 0.0309382076204012,
            "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": 0.36,
            "acc_norm_stderr,none": 0.03041876402517498,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.612,
            "acc_norm_stderr,none": 0.030881038748993915,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.396,
            "acc_norm_stderr,none": 0.030993197854577853,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.448,
            "acc_norm_stderr,none": 0.03151438761115355,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.0313559689237726,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.48,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.03034368065715322,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.029933259094191516,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.5068493150684932,
            "acc_norm_stderr,none": 0.041518843821777965,
            "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": 0.784,
            "acc_norm_stderr,none": 0.026078657663732727,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.03158465389149899,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.03758230140014144,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.772,
            "acc_norm_stderr,none": 0.026587432487268487,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252669,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.192,
            "acc_norm_stderr,none": 0.024960691989172005,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.216,
            "acc_norm_stderr,none": 0.026078657663732727,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.36,
            "acc_norm_stderr,none": 0.030418764025175,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.444,
            "acc_norm_stderr,none": 0.03148684942554574,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.27181208053691275,
            "acc_norm_stderr,none": 0.012897065265100927,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.29797979797979796,
            "acc_norm_stderr,none": 0.03258630383836556,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2619047619047619,
            "acc_norm_stderr,none": 0.01883343978951451,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.27232142857142855,
            "acc_norm_stderr,none": 0.021055082129324172,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.6284658040665434,
            "prompt_level_strict_acc_stderr,none": 0.020794253888707544,
            "inst_level_strict_acc,none": 0.7230215827338129,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.7005545286506469,
            "prompt_level_loose_acc_stderr,none": 0.019709834029672916,
            "inst_level_loose_acc,none": 0.7853717026378897,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.03323262839879154,
            "exact_match_stderr,none": 0.004913929755029314,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.05537459283387622,
            "exact_match_stderr,none": 0.013074478370024163,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.03787878787878788,
            "exact_match_stderr,none": 0.01667927939471256,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.025,
            "exact_match_stderr,none": 0.009346956263824605,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.032467532467532464,
            "exact_match_stderr,none": 0.01432886200275974,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.046632124352331605,
            "exact_match_stderr,none": 0.015216761819262578,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.007407407407407408,
            "exact_match_stderr,none": 0.007407407407407405,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.36652260638297873,
            "acc_stderr,none": 0.004393039217450422,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.373015873015873,
            "acc_norm_stderr,none": 0.017252574472039758,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.508,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.2734375,
            "acc_norm_stderr,none": 0.027912287939448926,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457904,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "inst_level_strict_acc,none": 0.7230215827338129,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.03323262839879154,
        "exact_match_stderr,none": 0.004913929755029315,
        "acc,none": 0.36652260638297873,
        "acc_stderr,none": 0.004393039217450422,
        "prompt_level_strict_acc,none": 0.6284658040665434,
        "prompt_level_strict_acc_stderr,none": 0.020794253888707544,
        "prompt_level_loose_acc,none": 0.7005545286506469,
        "prompt_level_loose_acc_stderr,none": 0.019709834029672916,
        "inst_level_loose_acc,none": 0.7853717026378897,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.4506421066286159,
        "acc_norm_stderr,none": 0.005341944733522263,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.4978302378059365,
        "acc_norm_stderr,none": 0.006233005781570335,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.788,
        "acc_norm_stderr,none": 0.025901884690541156,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6042780748663101,
        "acc_norm_stderr,none": 0.03585560071592546,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.608,
        "acc_norm_stderr,none": 0.0309382076204012,
        "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": 0.36,
        "acc_norm_stderr,none": 0.03041876402517498,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.612,
        "acc_norm_stderr,none": 0.030881038748993915,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.396,
        "acc_norm_stderr,none": 0.030993197854577853,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.448,
        "acc_norm_stderr,none": 0.03151438761115355,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.0313559689237726,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.48,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.03034368065715322,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.029933259094191516,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.5068493150684932,
        "acc_norm_stderr,none": 0.041518843821777965,
        "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": 0.784,
        "acc_norm_stderr,none": 0.026078657663732727,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.03158465389149899,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.03758230140014144,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.772,
        "acc_norm_stderr,none": 0.026587432487268487,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252669,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.192,
        "acc_norm_stderr,none": 0.024960691989172005,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.216,
        "acc_norm_stderr,none": 0.026078657663732727,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.36,
        "acc_norm_stderr,none": 0.030418764025175,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.444,
        "acc_norm_stderr,none": 0.03148684942554574,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.27181208053691275,
        "acc_norm_stderr,none": 0.012897065265100927,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.29797979797979796,
        "acc_norm_stderr,none": 0.03258630383836556,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2619047619047619,
        "acc_norm_stderr,none": 0.01883343978951451,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.27232142857142855,
        "acc_norm_stderr,none": 0.021055082129324172,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.6284658040665434,
        "prompt_level_strict_acc_stderr,none": 0.020794253888707544,
        "inst_level_strict_acc,none": 0.7230215827338129,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.7005545286506469,
        "prompt_level_loose_acc_stderr,none": 0.019709834029672916,
        "inst_level_loose_acc,none": 0.7853717026378897,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.03323262839879154,
        "exact_match_stderr,none": 0.004913929755029314,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.05537459283387622,
        "exact_match_stderr,none": 0.013074478370024163,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.03787878787878788,
        "exact_match_stderr,none": 0.01667927939471256,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.025,
        "exact_match_stderr,none": 0.009346956263824605,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.032467532467532464,
        "exact_match_stderr,none": 0.01432886200275974,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.046632124352331605,
        "exact_match_stderr,none": 0.015216761819262578,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.007407407407407408,
        "exact_match_stderr,none": 0.007407407407407405,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.36652260638297873,
        "acc_stderr,none": 0.004393039217450422,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.373015873015873,
        "acc_norm_stderr,none": 0.017252574472039758,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.508,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.2734375,
        "acc_norm_stderr,none": 0.027912287939448926,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457904,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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