open-llm-leaderboard/sabersaleh__Llama2-7B-CPO-details

Dataset Card for Evaluation run of sabersaleh/Llama2-7B-CPO

Dataset automatically created during the evaluation run of model sabersaleh/Llama2-7B-CPO 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/sabersaleh__Llama2-7B-CPO-details",
    name="sabersaleh__Llama2-7B-CPO__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-12-02T02-49-44.267310 (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": 0.10166358595194085,
            "prompt_level_strict_acc_stderr,none": 0.013004849611340378,
            "inst_level_strict_acc,none": 0.20743405275779375,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.006797583081570997,
            "exact_match_stderr,none": 0.002262169974437948,
            "acc_norm,none": 0.3370086911402257,
            "acc_norm_stderr,none": 0.00511348077103276,
            "inst_level_loose_acc,none": 0.2182254196642686,
            "inst_level_loose_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.11090573012939002,
            "prompt_level_loose_acc_stderr,none": 0.01351306974704948,
            "acc,none": 0.1605718085106383,
            "acc_stderr,none": 0.0033471529742732163,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.34264884568651277,
            "acc_norm_stderr,none": 0.00588596195329697,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "alias": "  - leaderboard_bbh_boolean_expressions",
            "acc_norm,none": 0.54,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_causal_judgement": {
            "alias": "  - leaderboard_bbh_causal_judgement",
            "acc_norm,none": 0.5187165775401069,
            "acc_norm_stderr,none": 0.03663608375537843
        },
        "leaderboard_bbh_date_understanding": {
            "alias": "  - leaderboard_bbh_date_understanding",
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.03063032594455827
        },
        "leaderboard_bbh_disambiguation_qa": {
            "alias": "  - leaderboard_bbh_disambiguation_qa",
            "acc_norm,none": 0.46,
            "acc_norm_stderr,none": 0.031584653891499004
        },
        "leaderboard_bbh_formal_fallacies": {
            "alias": "  - leaderboard_bbh_formal_fallacies",
            "acc_norm,none": 0.532,
            "acc_norm_stderr,none": 0.031621252575725574
        },
        "leaderboard_bbh_geometric_shapes": {
            "alias": "  - leaderboard_bbh_geometric_shapes",
            "acc_norm,none": 0.044,
            "acc_norm_stderr,none": 0.012997373846574952
        },
        "leaderboard_bbh_hyperbaton": {
            "alias": "  - leaderboard_bbh_hyperbaton",
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010743
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
            "acc_norm,none": 0.268,
            "acc_norm_stderr,none": 0.02806876238252672
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
            "acc_norm,none": 0.184,
            "acc_norm_stderr,none": 0.02455581299422255
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
            "acc_norm,none": 0.388,
            "acc_norm_stderr,none": 0.030881038748993974
        },
        "leaderboard_bbh_movie_recommendation": {
            "alias": "  - leaderboard_bbh_movie_recommendation",
            "acc_norm,none": 0.668,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "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": 0.256,
            "acc_norm_stderr,none": 0.027657108718204846
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "alias": "  - leaderboard_bbh_penguins_in_a_table",
            "acc_norm,none": 0.3356164383561644,
            "acc_norm_stderr,none": 0.039214533254314086
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
            "acc_norm,none": 0.232,
            "acc_norm_stderr,none": 0.026750070374865202
        },
        "leaderboard_bbh_ruin_names": {
            "alias": "  - leaderboard_bbh_ruin_names",
            "acc_norm,none": 0.16,
            "acc_norm_stderr,none": 0.023232714782060626
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "alias": "  - leaderboard_bbh_salient_translation_error_detection",
            "acc_norm,none": 0.22,
            "acc_norm_stderr,none": 0.026251792824605793
        },
        "leaderboard_bbh_snarks": {
            "alias": "  - leaderboard_bbh_snarks",
            "acc_norm,none": 0.4606741573033708,
            "acc_norm_stderr,none": 0.03746587736387869
        },
        "leaderboard_bbh_sports_understanding": {
            "alias": "  - leaderboard_bbh_sports_understanding",
            "acc_norm,none": 0.504,
            "acc_norm_stderr,none": 0.0316851985511992
        },
        "leaderboard_bbh_temporal_sequences": {
            "alias": "  - leaderboard_bbh_temporal_sequences",
            "acc_norm,none": 0.152,
            "acc_norm_stderr,none": 0.022752024491765464
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
            "acc_norm,none": 0.144,
            "acc_norm_stderr,none": 0.022249407735450245
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
            "acc_norm,none": 0.136,
            "acc_norm_stderr,none": 0.021723342617052086
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465857
        },
        "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": 0.2676174496644295,
            "acc_norm_stderr,none": 0.01282512448593109,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "alias": "  - leaderboard_gpqa_diamond",
            "acc_norm,none": 0.22727272727272727,
            "acc_norm_stderr,none": 0.029857515673386438
        },
        "leaderboard_gpqa_extended": {
            "alias": "  - leaderboard_gpqa_extended",
            "acc_norm,none": 0.2857142857142857,
            "acc_norm_stderr,none": 0.019351013185102753
        },
        "leaderboard_gpqa_main": {
            "alias": "  - leaderboard_gpqa_main",
            "acc_norm,none": 0.26339285714285715,
            "acc_norm_stderr,none": 0.02083369001657866
        },
        "leaderboard_ifeval": {
            "alias": " - leaderboard_ifeval",
            "prompt_level_strict_acc,none": 0.10166358595194085,
            "prompt_level_strict_acc_stderr,none": 0.013004849611340378,
            "inst_level_strict_acc,none": 0.20743405275779375,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.11090573012939002,
            "prompt_level_loose_acc_stderr,none": 0.01351306974704948,
            "inst_level_loose_acc,none": 0.2182254196642686,
            "inst_level_loose_acc_stderr,none": "N/A"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.006797583081570997,
            "exact_match_stderr,none": 0.002262169974437948,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "alias": "  - leaderboard_math_algebra_hard",
            "exact_match,none": 0.009771986970684038,
            "exact_match_stderr,none": 0.005623391633915856
        },
        "leaderboard_math_counting_and_prob_hard": {
            "alias": "  - leaderboard_math_counting_and_prob_hard",
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300813007
        },
        "leaderboard_math_geometry_hard": {
            "alias": "  - leaderboard_math_geometry_hard",
            "exact_match,none": 0.007575757575757576,
            "exact_match_stderr,none": 0.007575757575757577
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "alias": "  - leaderboard_math_intermediate_algebra_hard",
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285713
        },
        "leaderboard_math_num_theory_hard": {
            "alias": "  - leaderboard_math_num_theory_hard",
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0
        },
        "leaderboard_math_prealgebra_hard": {
            "alias": "  - leaderboard_math_prealgebra_hard",
            "exact_match,none": 0.010362694300518135,
            "exact_match_stderr,none": 0.007308424386792209
        },
        "leaderboard_math_precalculus_hard": {
            "alias": "  - leaderboard_math_precalculus_hard",
            "exact_match,none": 0.007407407407407408,
            "exact_match_stderr,none": 0.007407407407407408
        },
        "leaderboard_mmlu_pro": {
            "alias": " - leaderboard_mmlu_pro",
            "acc,none": 0.1605718085106383,
            "acc_stderr,none": 0.0033471529742732163
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.40343915343915343,
            "acc_norm_stderr,none": 0.017266770806898563,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "alias": "  - leaderboard_musr_murder_mysteries",
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.031636489531544396
        },
        "leaderboard_musr_object_placements": {
            "alias": "  - leaderboard_musr_object_placements",
            "acc_norm,none": 0.23046875,
            "acc_norm_stderr,none": 0.026372364120563745
        },
        "leaderboard_musr_team_allocation": {
            "alias": "  - leaderboard_musr_team_allocation",
            "acc_norm,none": 0.456,
            "acc_norm_stderr,none": 0.031563285061213475
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.10166358595194085,
        "prompt_level_strict_acc_stderr,none": 0.013004849611340378,
        "inst_level_strict_acc,none": 0.20743405275779375,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.006797583081570997,
        "exact_match_stderr,none": 0.002262169974437948,
        "acc_norm,none": 0.3370086911402257,
        "acc_norm_stderr,none": 0.00511348077103276,
        "inst_level_loose_acc,none": 0.2182254196642686,
        "inst_level_loose_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.11090573012939002,
        "prompt_level_loose_acc_stderr,none": 0.01351306974704948,
        "acc,none": 0.1605718085106383,
        "acc_stderr,none": 0.0033471529742732163,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.34264884568651277,
        "acc_norm_stderr,none": 0.00588596195329697,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "alias": "  - leaderboard_bbh_boolean_expressions",
        "acc_norm,none": 0.54,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_causal_judgement": {
        "alias": "  - leaderboard_bbh_causal_judgement",
        "acc_norm,none": 0.5187165775401069,
        "acc_norm_stderr,none": 0.03663608375537843
    },
    "leaderboard_bbh_date_understanding": {
        "alias": "  - leaderboard_bbh_date_understanding",
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.03063032594455827
    },
    "leaderboard_bbh_disambiguation_qa": {
        "alias": "  - leaderboard_bbh_disambiguation_qa",
        "acc_norm,none": 0.46,
        "acc_norm_stderr,none": 0.031584653891499004
    },
    "leaderboard_bbh_formal_fallacies": {
        "alias": "  - leaderboard_bbh_formal_fallacies",
        "acc_norm,none": 0.532,
        "acc_norm_stderr,none": 0.031621252575725574
    },
    "leaderboard_bbh_geometric_shapes": {
        "alias": "  - leaderboard_bbh_geometric_shapes",
        "acc_norm,none": 0.044,
        "acc_norm_stderr,none": 0.012997373846574952
    },
    "leaderboard_bbh_hyperbaton": {
        "alias": "  - leaderboard_bbh_hyperbaton",
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010743
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects",
        "acc_norm,none": 0.268,
        "acc_norm_stderr,none": 0.02806876238252672
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects",
        "acc_norm,none": 0.184,
        "acc_norm_stderr,none": 0.02455581299422255
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects",
        "acc_norm,none": 0.388,
        "acc_norm_stderr,none": 0.030881038748993974
    },
    "leaderboard_bbh_movie_recommendation": {
        "alias": "  - leaderboard_bbh_movie_recommendation",
        "acc_norm,none": 0.668,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "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": 0.256,
        "acc_norm_stderr,none": 0.027657108718204846
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "alias": "  - leaderboard_bbh_penguins_in_a_table",
        "acc_norm,none": 0.3356164383561644,
        "acc_norm_stderr,none": 0.039214533254314086
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects",
        "acc_norm,none": 0.232,
        "acc_norm_stderr,none": 0.026750070374865202
    },
    "leaderboard_bbh_ruin_names": {
        "alias": "  - leaderboard_bbh_ruin_names",
        "acc_norm,none": 0.16,
        "acc_norm_stderr,none": 0.023232714782060626
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "alias": "  - leaderboard_bbh_salient_translation_error_detection",
        "acc_norm,none": 0.22,
        "acc_norm_stderr,none": 0.026251792824605793
    },
    "leaderboard_bbh_snarks": {
        "alias": "  - leaderboard_bbh_snarks",
        "acc_norm,none": 0.4606741573033708,
        "acc_norm_stderr,none": 0.03746587736387869
    },
    "leaderboard_bbh_sports_understanding": {
        "alias": "  - leaderboard_bbh_sports_understanding",
        "acc_norm,none": 0.504,
        "acc_norm_stderr,none": 0.0316851985511992
    },
    "leaderboard_bbh_temporal_sequences": {
        "alias": "  - leaderboard_bbh_temporal_sequences",
        "acc_norm,none": 0.152,
        "acc_norm_stderr,none": 0.022752024491765464
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects",
        "acc_norm,none": 0.144,
        "acc_norm_stderr,none": 0.022249407735450245
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects",
        "acc_norm,none": 0.136,
        "acc_norm_stderr,none": 0.021723342617052086
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects",
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465857
    },
    "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": 0.2676174496644295,
        "acc_norm_stderr,none": 0.01282512448593109,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "alias": "  - leaderboard_gpqa_diamond",
        "acc_norm,none": 0.22727272727272727,
        "acc_norm_stderr,none": 0.029857515673386438
    },
    "leaderboard_gpqa_extended": {
        "alias": "  - leaderboard_gpqa_extended",
        "acc_norm,none": 0.2857142857142857,
        "acc_norm_stderr,none": 0.019351013185102753
    },
    "leaderboard_gpqa_main": {
        "alias": "  - leaderboard_gpqa_main",
        "acc_norm,none": 0.26339285714285715,
        "acc_norm_stderr,none": 0.02083369001657866
    },
    "leaderboard_ifeval": {
        "alias": " - leaderboard_ifeval",
        "prompt_level_strict_acc,none": 0.10166358595194085,
        "prompt_level_strict_acc_stderr,none": 0.013004849611340378,
        "inst_level_strict_acc,none": 0.20743405275779375,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.11090573012939002,
        "prompt_level_loose_acc_stderr,none": 0.01351306974704948,
        "inst_level_loose_acc,none": 0.2182254196642686,
        "inst_level_loose_acc_stderr,none": "N/A"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.006797583081570997,
        "exact_match_stderr,none": 0.002262169974437948,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "alias": "  - leaderboard_math_algebra_hard",
        "exact_match,none": 0.009771986970684038,
        "exact_match_stderr,none": 0.005623391633915856
    },
    "leaderboard_math_counting_and_prob_hard": {
        "alias": "  - leaderboard_math_counting_and_prob_hard",
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300813007
    },
    "leaderboard_math_geometry_hard": {
        "alias": "  - leaderboard_math_geometry_hard",
        "exact_match,none": 0.007575757575757576,
        "exact_match_stderr,none": 0.007575757575757577
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "alias": "  - leaderboard_math_intermediate_algebra_hard",
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285713
    },
    "leaderboard_math_num_theory_hard": {
        "alias": "  - leaderboard_math_num_theory_hard",
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0
    },
    "leaderboard_math_prealgebra_hard": {
        "alias": "  - leaderboard_math_prealgebra_hard",
        "exact_match,none": 0.010362694300518135,
        "exact_match_stderr,none": 0.007308424386792209
    },
    "leaderboard_math_precalculus_hard": {
        "alias": "  - leaderboard_math_precalculus_hard",
        "exact_match,none": 0.007407407407407408,
        "exact_match_stderr,none": 0.007407407407407408
    },
    "leaderboard_mmlu_pro": {
        "alias": " - leaderboard_mmlu_pro",
        "acc,none": 0.1605718085106383,
        "acc_stderr,none": 0.0033471529742732163
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.40343915343915343,
        "acc_norm_stderr,none": 0.017266770806898563,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "alias": "  - leaderboard_musr_murder_mysteries",
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.031636489531544396
    },
    "leaderboard_musr_object_placements": {
        "alias": "  - leaderboard_musr_object_placements",
        "acc_norm,none": 0.23046875,
        "acc_norm_stderr,none": 0.026372364120563745
    },
    "leaderboard_musr_team_allocation": {
        "alias": "  - leaderboard_musr_team_allocation",
        "acc_norm,none": 0.456,
        "acc_norm_stderr,none": 0.031563285061213475
    }
}

Dataset Details

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