open-llm-leaderboard/tanliboy__lambda-qwen2.5-32b-dpo-test-details

Dataset Card for Evaluation run of tanliboy/lambda-qwen2.5-32b-dpo-test

Dataset automatically created during the evaluation run of model tanliboy/lambda-qwen2.5-32b-dpo-test 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/tanliboy__lambda-qwen2.5-32b-dpo-test-details",
    name="tanliboy__lambda-qwen2.5-32b-dpo-test__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-10-07T14-01-59.393600 (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": 0.7726432532347505,
            "prompt_level_strict_acc_stderr,none": 0.01803626267364002,
            "inst_level_loose_acc,none": 0.8657074340527577,
            "inst_level_loose_acc_stderr,none": "N/A",
            "inst_level_strict_acc,none": 0.8441247002398081,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc_norm,none": 0.5990400830198469,
            "acc_norm_stderr,none": 0.004974761461389622,
            "acc,none": 0.565658244680851,
            "acc_stderr,none": 0.004518996327940341,
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "prompt_level_loose_acc,none": 0.8040665434380776,
            "prompt_level_loose_acc_stderr,none": 0.017080611553455465,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6719319562575942,
            "acc_norm_stderr,none": 0.005560052696455536,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.92,
            "acc_norm_stderr,none": 0.017192507941463025,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6684491978609626,
            "acc_norm_stderr,none": 0.034518568148016196,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.708,
            "acc_norm_stderr,none": 0.028814320402205634,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.030491555220405475,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.796,
            "acc_norm_stderr,none": 0.025537121574548162,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.588,
            "acc_norm_stderr,none": 0.031191596026022818,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.768,
            "acc_norm_stderr,none": 0.026750070374865202,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.716,
            "acc_norm_stderr,none": 0.028576958730437443,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.644,
            "acc_norm_stderr,none": 0.0303436806571532,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.944,
            "acc_norm_stderr,none": 0.014570697336899635,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.636,
            "acc_norm_stderr,none": 0.030491555220405475,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.784,
            "acc_norm_stderr,none": 0.02607865766373279,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.025901884690541117,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.8013698630136986,
            "acc_norm_stderr,none": 0.03313256608889815,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.884,
            "acc_norm_stderr,none": 0.020293429803083823,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.824,
            "acc_norm_stderr,none": 0.024133497525457123,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.672,
            "acc_norm_stderr,none": 0.029752391824475363,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8595505617977528,
            "acc_norm_stderr,none": 0.02611614578537893,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.764,
            "acc_norm_stderr,none": 0.026909337594953852,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.88,
            "acc_norm_stderr,none": 0.020593600596839998,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.236,
            "acc_norm_stderr,none": 0.026909337594953852,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.288,
            "acc_norm_stderr,none": 0.028697004587398253,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359866,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.652,
            "acc_norm_stderr,none": 0.030186568464511673,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.3565436241610738,
            "acc_norm_stderr,none": 0.013890568845129679,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.35353535353535354,
            "acc_norm_stderr,none": 0.03406086723547151,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.3553113553113553,
            "acc_norm_stderr,none": 0.02050129537631028,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.359375,
            "acc_norm_stderr,none": 0.022694577961439925,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.7726432532347505,
            "prompt_level_strict_acc_stderr,none": 0.01803626267364002,
            "inst_level_strict_acc,none": 0.8441247002398081,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.8040665434380776,
            "prompt_level_loose_acc_stderr,none": 0.017080611553455465,
            "inst_level_loose_acc,none": 0.8657074340527577,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "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": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.0,
            "exact_match_stderr,none": 0.0,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.565658244680851,
            "acc_stderr,none": 0.004518996327940341,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.42592592592592593,
            "acc_norm_stderr,none": 0.01727950846767977,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.572,
            "acc_norm_stderr,none": 0.031355968923772626,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.23828125,
            "acc_norm_stderr,none": 0.026679160987075002,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.031636489531544396,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.7726432532347505,
        "prompt_level_strict_acc_stderr,none": 0.01803626267364002,
        "inst_level_loose_acc,none": 0.8657074340527577,
        "inst_level_loose_acc_stderr,none": "N/A",
        "inst_level_strict_acc,none": 0.8441247002398081,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc_norm,none": 0.5990400830198469,
        "acc_norm_stderr,none": 0.004974761461389622,
        "acc,none": 0.565658244680851,
        "acc_stderr,none": 0.004518996327940341,
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "prompt_level_loose_acc,none": 0.8040665434380776,
        "prompt_level_loose_acc_stderr,none": 0.017080611553455465,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6719319562575942,
        "acc_norm_stderr,none": 0.005560052696455536,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.92,
        "acc_norm_stderr,none": 0.017192507941463025,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6684491978609626,
        "acc_norm_stderr,none": 0.034518568148016196,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.708,
        "acc_norm_stderr,none": 0.028814320402205634,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.030491555220405475,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.796,
        "acc_norm_stderr,none": 0.025537121574548162,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.588,
        "acc_norm_stderr,none": 0.031191596026022818,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.768,
        "acc_norm_stderr,none": 0.026750070374865202,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.716,
        "acc_norm_stderr,none": 0.028576958730437443,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.644,
        "acc_norm_stderr,none": 0.0303436806571532,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.944,
        "acc_norm_stderr,none": 0.014570697336899635,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.636,
        "acc_norm_stderr,none": 0.030491555220405475,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.784,
        "acc_norm_stderr,none": 0.02607865766373279,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.025901884690541117,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.8013698630136986,
        "acc_norm_stderr,none": 0.03313256608889815,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.884,
        "acc_norm_stderr,none": 0.020293429803083823,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.824,
        "acc_norm_stderr,none": 0.024133497525457123,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.672,
        "acc_norm_stderr,none": 0.029752391824475363,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8595505617977528,
        "acc_norm_stderr,none": 0.02611614578537893,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.764,
        "acc_norm_stderr,none": 0.026909337594953852,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.88,
        "acc_norm_stderr,none": 0.020593600596839998,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.236,
        "acc_norm_stderr,none": 0.026909337594953852,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.288,
        "acc_norm_stderr,none": 0.028697004587398253,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359866,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.652,
        "acc_norm_stderr,none": 0.030186568464511673,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.3565436241610738,
        "acc_norm_stderr,none": 0.013890568845129679,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.35353535353535354,
        "acc_norm_stderr,none": 0.03406086723547151,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.3553113553113553,
        "acc_norm_stderr,none": 0.02050129537631028,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.359375,
        "acc_norm_stderr,none": 0.022694577961439925,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.7726432532347505,
        "prompt_level_strict_acc_stderr,none": 0.01803626267364002,
        "inst_level_strict_acc,none": 0.8441247002398081,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.8040665434380776,
        "prompt_level_loose_acc_stderr,none": 0.017080611553455465,
        "inst_level_loose_acc,none": 0.8657074340527577,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "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": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.0,
        "exact_match_stderr,none": 0.0,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.565658244680851,
        "acc_stderr,none": 0.004518996327940341,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.42592592592592593,
        "acc_norm_stderr,none": 0.01727950846767977,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.572,
        "acc_norm_stderr,none": 0.031355968923772626,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.23828125,
        "acc_norm_stderr,none": 0.026679160987075002,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.031636489531544396,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

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