Dataset Card for Evaluation run of 01-ai/Yi-1.5-34B-Chat-16K

Dataset automatically created during the evaluation run of model 01-ai/Yi-1.5-34B-Chat-16K 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/01-ai__Yi-1.5-34B-Chat-16K-details",
    name="01-ai__Yi-1.5-34B-Chat-16K__leaderboard_bbh_boolean_expressions",
    split="latest"
)

Latest results

These are the latest results from run 2024-07-17T11-40-22.183397 (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": 0.48613678373382624,
            "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
            "inst_level_loose_acc,none": 0.5935251798561151,
            "inst_level_loose_acc_stderr,none": "N/A",
            "acc_norm,none": 0.5489687378388897,
            "acc_norm_stderr,none": 0.005210979737773463,
            "prompt_level_strict_acc,none": 0.39371534195933455,
            "prompt_level_strict_acc_stderr,none": 0.02102483414587237,
            "inst_level_strict_acc,none": 0.5191846522781774,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.45445478723404253,
            "acc_stderr,none": 0.004539519149798907,
            "exact_match,none": 0.18806646525679757,
            "exact_match_stderr,none": 0.00993121694045582,
            "alias": "leaderboard"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.6070126714112133,
            "acc_norm_stderr,none": 0.005923709149303982,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.936,
            "acc_norm_stderr,none": 0.015510587134374152,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.6310160427807486,
            "acc_norm_stderr,none": 0.03538078548260322,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.616,
            "acc_norm_stderr,none": 0.030821679117375378,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.724,
            "acc_norm_stderr,none": 0.02832853727421136,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.624,
            "acc_norm_stderr,none": 0.03069633626739459,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.452,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.64,
            "acc_norm_stderr,none": 0.030418764025174988,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.468,
            "acc_norm_stderr,none": 0.031621252575725504,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.492,
            "acc_norm_stderr,none": 0.0316821564314138,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.772,
            "acc_norm_stderr,none": 0.02658743248726846,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.76,
            "acc_norm_stderr,none": 0.027065293652239007,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.688,
            "acc_norm_stderr,none": 0.029361067575219817,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.03063032594455832,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.6301369863013698,
            "acc_norm_stderr,none": 0.04009165058801774,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.704,
            "acc_norm_stderr,none": 0.028928939388379638,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.812,
            "acc_norm_stderr,none": 0.024760377727750506,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.592,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.8033707865168539,
            "acc_norm_stderr,none": 0.02987413955342179,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.84,
            "acc_norm_stderr,none": 0.02323271478206065,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.8,
            "acc_norm_stderr,none": 0.02534897002097908,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.212,
            "acc_norm_stderr,none": 0.025901884690541156,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.2,
            "acc_norm_stderr,none": 0.025348970020979078,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.352,
            "acc_norm_stderr,none": 0.030266288057359942,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.52,
            "acc_norm_stderr,none": 0.031660853408495185,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.33808724832214765,
            "acc_norm_stderr,none": 0.013706131154510404,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.3787878787878788,
            "acc_norm_stderr,none": 0.03456088731993747,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.32051282051282054,
            "acc_norm_stderr,none": 0.019990105460697117,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.34151785714285715,
            "acc_norm_stderr,none": 0.022429776589214544,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.39371534195933455,
            "prompt_level_strict_acc_stderr,none": 0.02102483414587237,
            "inst_level_strict_acc,none": 0.5191846522781774,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.48613678373382624,
            "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
            "inst_level_loose_acc,none": 0.5935251798561151,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.18806646525679757,
            "exact_match_stderr,none": 0.00993121694045582,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.34527687296416937,
            "exact_match_stderr,none": 0.027180151468618408,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.18699186991869918,
            "exact_match_stderr,none": 0.03530034023230453,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.06818181818181818,
            "exact_match_stderr,none": 0.022022378945902817,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.014285714285714285,
            "exact_match_stderr,none": 0.00710435089391531,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.15584415584415584,
            "exact_match_stderr,none": 0.029323166122708966,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.40414507772020725,
            "exact_match_stderr,none": 0.0354150857888402,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.037037037037037035,
            "exact_match_stderr,none": 0.01631437762672604,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.45445478723404253,
            "acc_stderr,none": 0.004539519149798907,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.43915343915343913,
            "acc_norm_stderr,none": 0.017856948966744616,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.03153986449255662,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.36328125,
            "acc_norm_stderr,none": 0.030117937030518287,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.408,
            "acc_norm_stderr,none": 0.0311452098465485,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_loose_acc,none": 0.48613678373382624,
        "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
        "inst_level_loose_acc,none": 0.5935251798561151,
        "inst_level_loose_acc_stderr,none": "N/A",
        "acc_norm,none": 0.5489687378388897,
        "acc_norm_stderr,none": 0.005210979737773463,
        "prompt_level_strict_acc,none": 0.39371534195933455,
        "prompt_level_strict_acc_stderr,none": 0.02102483414587237,
        "inst_level_strict_acc,none": 0.5191846522781774,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.45445478723404253,
        "acc_stderr,none": 0.004539519149798907,
        "exact_match,none": 0.18806646525679757,
        "exact_match_stderr,none": 0.00993121694045582,
        "alias": "leaderboard"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.6070126714112133,
        "acc_norm_stderr,none": 0.005923709149303982,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.936,
        "acc_norm_stderr,none": 0.015510587134374152,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.6310160427807486,
        "acc_norm_stderr,none": 0.03538078548260322,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.616,
        "acc_norm_stderr,none": 0.030821679117375378,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.724,
        "acc_norm_stderr,none": 0.02832853727421136,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.624,
        "acc_norm_stderr,none": 0.03069633626739459,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.452,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.64,
        "acc_norm_stderr,none": 0.030418764025174988,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.468,
        "acc_norm_stderr,none": 0.031621252575725504,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.492,
        "acc_norm_stderr,none": 0.0316821564314138,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.772,
        "acc_norm_stderr,none": 0.02658743248726846,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.76,
        "acc_norm_stderr,none": 0.027065293652239007,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.688,
        "acc_norm_stderr,none": 0.029361067575219817,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.03063032594455832,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.6301369863013698,
        "acc_norm_stderr,none": 0.04009165058801774,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.704,
        "acc_norm_stderr,none": 0.028928939388379638,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.812,
        "acc_norm_stderr,none": 0.024760377727750506,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.592,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.8033707865168539,
        "acc_norm_stderr,none": 0.02987413955342179,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.84,
        "acc_norm_stderr,none": 0.02323271478206065,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.8,
        "acc_norm_stderr,none": 0.02534897002097908,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.212,
        "acc_norm_stderr,none": 0.025901884690541156,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.2,
        "acc_norm_stderr,none": 0.025348970020979078,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.352,
        "acc_norm_stderr,none": 0.030266288057359942,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.52,
        "acc_norm_stderr,none": 0.031660853408495185,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.33808724832214765,
        "acc_norm_stderr,none": 0.013706131154510404,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.3787878787878788,
        "acc_norm_stderr,none": 0.03456088731993747,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.32051282051282054,
        "acc_norm_stderr,none": 0.019990105460697117,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.34151785714285715,
        "acc_norm_stderr,none": 0.022429776589214544,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.39371534195933455,
        "prompt_level_strict_acc_stderr,none": 0.02102483414587237,
        "inst_level_strict_acc,none": 0.5191846522781774,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.48613678373382624,
        "prompt_level_loose_acc_stderr,none": 0.02150830206785605,
        "inst_level_loose_acc,none": 0.5935251798561151,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.18806646525679757,
        "exact_match_stderr,none": 0.00993121694045582,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.34527687296416937,
        "exact_match_stderr,none": 0.027180151468618408,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.18699186991869918,
        "exact_match_stderr,none": 0.03530034023230453,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.06818181818181818,
        "exact_match_stderr,none": 0.022022378945902817,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.014285714285714285,
        "exact_match_stderr,none": 0.00710435089391531,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.15584415584415584,
        "exact_match_stderr,none": 0.029323166122708966,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.40414507772020725,
        "exact_match_stderr,none": 0.0354150857888402,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.037037037037037035,
        "exact_match_stderr,none": 0.01631437762672604,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.45445478723404253,
        "acc_stderr,none": 0.004539519149798907,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.43915343915343913,
        "acc_norm_stderr,none": 0.017856948966744616,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.03153986449255662,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.36328125,
        "acc_norm_stderr,none": 0.030117937030518287,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.408,
        "acc_norm_stderr,none": 0.0311452098465485,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

Dataset Details

Dataset Description

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01-ai__Yi-1.5-34B-Chat-16K-details

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Dataset Card for Evaluation run of 01-ai/Yi-1.5-34B-Chat-16K

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