open-llm-leaderboard/allenai__Llama-3.1-Tulu-3-70B-DPO-details

Dataset Card for Evaluation run of allenai/Llama-3.1-Tulu-3-70B-DPO

Dataset automatically created during the evaluation run of model allenai/Llama-3.1-Tulu-3-70B-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/allenai__Llama-3.1-Tulu-3-70B-DPO-details",
    name="allenai__Llama-3.1-Tulu-3-70B-DPO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-11-28T10-35-37.299865 (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": 0.4632646276595745,
            "acc_stderr,none": 0.004546150572948327,
            "inst_level_strict_acc,none": 0.8597122302158273,
            "inst_level_strict_acc_stderr,none": "N/A",
            "inst_level_loose_acc,none": 0.8884892086330936,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.5631080555195226,
            "acc_norm_stderr,none": 0.0051353721044584575,
            "exact_match,none": 0.38821752265861026,
            "exact_match_stderr,none": 0.012276749130877779,
            "prompt_level_loose_acc,none": 0.8354898336414048,
            "prompt_level_loose_acc_stderr,none": 0.015954017926718075,
            "prompt_level_strict_acc,none": 0.7966728280961183,
            "prompt_level_strict_acc_stderr,none": 0.017319718641834708,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6113521957993404,
            "acc_norm_stderr,none": 0.005787971121070028,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.86,
            "acc_norm_stderr,none": 0.021989409645240245
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.6256684491978609,
            "acc_norm_stderr,none": 0.0354849234134303
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.604,
            "acc_norm_stderr,none": 0.030993197854577898
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.68,
            "acc_norm_stderr,none": 0.02956172495524098
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.392,
            "acc_norm_stderr,none": 0.030938207620401222
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.628,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.496,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.404,
            "acc_norm_stderr,none": 0.03109668818482536
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.848,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.848,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "leaderboard_bbh_navigate": {
            "alias": "  - leaderboard_bbh_navigate",
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661
        },
        "leaderboard_bbh_object_counting": {
            "alias": "  - leaderboard_bbh_object_counting",
            "acc_norm,none": 0.424,
            "acc_norm_stderr,none": 0.03131803437491622
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.6232876712328768,
            "acc_norm_stderr,none": 0.040240668236891215
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.752,
            "acc_norm_stderr,none": 0.027367497504863593
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.876,
            "acc_norm_stderr,none": 0.020886382258673272
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.031235856237014505
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.8539325842696629,
            "acc_norm_stderr,none": 0.02654616762877703
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.856,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.984,
            "acc_norm_stderr,none": 0.007951661188874347
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.026421361687347884
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.356,
            "acc_norm_stderr,none": 0.0303436806571532
        },
        "leaderboard_bbh_web_of_lies": {
            "alias": "  - leaderboard_bbh_web_of_lies",
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254714
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.37583892617449666,
            "acc_norm_stderr,none": 0.014045906222115457,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.37373737373737376,
            "acc_norm_stderr,none": 0.03446897738659336
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.3791208791208791,
            "acc_norm_stderr,none": 0.02078232480021949
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.37276785714285715,
            "acc_norm_stderr,none": 0.022870708571624685
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.7966728280961183,
            "prompt_level_strict_acc_stderr,none": 0.017319718641834708,
            "inst_level_strict_acc,none": 0.8597122302158273,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.8354898336414048,
            "prompt_level_loose_acc_stderr,none": 0.015954017926718075,
            "inst_level_loose_acc,none": 0.8884892086330936,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.38821752265861026,
            "exact_match_stderr,none": 0.012276749130877779,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.6058631921824105,
            "exact_match_stderr,none": 0.02793508959223114
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.4065040650406504,
            "exact_match_stderr,none": 0.044469413889651796
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.2196969696969697,
            "exact_match_stderr,none": 0.036174957725402315
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.14285714285714285,
            "exact_match_stderr,none": 0.02094958786019333
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.44155844155844154,
            "exact_match_stderr,none": 0.04014553461253552
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.6113989637305699,
            "exact_match_stderr,none": 0.03517739796373127
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.17037037037037037,
            "exact_match_stderr,none": 0.032477811859955956
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.4632646276595745,
            "acc_stderr,none": 0.004546150572948327
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.49074074074074076,
            "acc_norm_stderr,none": 0.017499072405775442,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739458
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.30078125,
            "acc_norm_stderr,none": 0.02871850463421181
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.552,
            "acc_norm_stderr,none": 0.03151438761115348
        }
    },
    "leaderboard": {
        "acc,none": 0.4632646276595745,
        "acc_stderr,none": 0.004546150572948327,
        "inst_level_strict_acc,none": 0.8597122302158273,
        "inst_level_strict_acc_stderr,none": "N/A",
        "inst_level_loose_acc,none": 0.8884892086330936,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.5631080555195226,
        "acc_norm_stderr,none": 0.0051353721044584575,
        "exact_match,none": 0.38821752265861026,
        "exact_match_stderr,none": 0.012276749130877779,
        "prompt_level_loose_acc,none": 0.8354898336414048,
        "prompt_level_loose_acc_stderr,none": 0.015954017926718075,
        "prompt_level_strict_acc,none": 0.7966728280961183,
        "prompt_level_strict_acc_stderr,none": 0.017319718641834708,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6113521957993404,
        "acc_norm_stderr,none": 0.005787971121070028,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.86,
        "acc_norm_stderr,none": 0.021989409645240245
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.6256684491978609,
        "acc_norm_stderr,none": 0.0354849234134303
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.604,
        "acc_norm_stderr,none": 0.030993197854577898
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.68,
        "acc_norm_stderr,none": 0.02956172495524098
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.392,
        "acc_norm_stderr,none": 0.030938207620401222
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.628,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.496,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.404,
        "acc_norm_stderr,none": 0.03109668818482536
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.848,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.848,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "leaderboard_bbh_navigate": {
        "alias": "  - leaderboard_bbh_navigate",
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661
    },
    "leaderboard_bbh_object_counting": {
        "alias": "  - leaderboard_bbh_object_counting",
        "acc_norm,none": 0.424,
        "acc_norm_stderr,none": 0.03131803437491622
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.6232876712328768,
        "acc_norm_stderr,none": 0.040240668236891215
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.752,
        "acc_norm_stderr,none": 0.027367497504863593
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.876,
        "acc_norm_stderr,none": 0.020886382258673272
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.031235856237014505
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.8539325842696629,
        "acc_norm_stderr,none": 0.02654616762877703
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.856,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.984,
        "acc_norm_stderr,none": 0.007951661188874347
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.026421361687347884
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.356,
        "acc_norm_stderr,none": 0.0303436806571532
    },
    "leaderboard_bbh_web_of_lies": {
        "alias": "  - leaderboard_bbh_web_of_lies",
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254714
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.37583892617449666,
        "acc_norm_stderr,none": 0.014045906222115457,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.37373737373737376,
        "acc_norm_stderr,none": 0.03446897738659336
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.3791208791208791,
        "acc_norm_stderr,none": 0.02078232480021949
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.37276785714285715,
        "acc_norm_stderr,none": 0.022870708571624685
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.7966728280961183,
        "prompt_level_strict_acc_stderr,none": 0.017319718641834708,
        "inst_level_strict_acc,none": 0.8597122302158273,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.8354898336414048,
        "prompt_level_loose_acc_stderr,none": 0.015954017926718075,
        "inst_level_loose_acc,none": 0.8884892086330936,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.38821752265861026,
        "exact_match_stderr,none": 0.012276749130877779,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.6058631921824105,
        "exact_match_stderr,none": 0.02793508959223114
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.4065040650406504,
        "exact_match_stderr,none": 0.044469413889651796
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.2196969696969697,
        "exact_match_stderr,none": 0.036174957725402315
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.14285714285714285,
        "exact_match_stderr,none": 0.02094958786019333
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.44155844155844154,
        "exact_match_stderr,none": 0.04014553461253552
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.6113989637305699,
        "exact_match_stderr,none": 0.03517739796373127
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.17037037037037037,
        "exact_match_stderr,none": 0.032477811859955956
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.4632646276595745,
        "acc_stderr,none": 0.004546150572948327
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.49074074074074076,
        "acc_norm_stderr,none": 0.017499072405775442,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739458
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.30078125,
        "acc_norm_stderr,none": 0.02871850463421181
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.552,
        "acc_norm_stderr,none": 0.03151438761115348
    }
}

Dataset Details

Dataset Description

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• Funded by [optional]: [More Information Needed]
• Shared by [optional]: [More Information Needed]
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