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Dataset Card for Evaluation run of deepseek-ai/deepseek-moe-16b-base

Dataset automatically created during the evaluation run of model deepseek-ai/deepseek-moe-16b-base The dataset is composed of 44 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(
    "HuggingFaceEvalInternal/deepseek-ai__deepseek-moe-16b-base-details-private",
    name="deepseek-ai__deepseek-moe-16b-base__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-17T15-10-41.581210 (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_norm,none": 0.35739218556468866,
            "acc_norm_stderr,none": 0.004826988585264557,
            "prompt_level_loose_acc,none": 0.18484288354898337,
            "prompt_level_loose_acc_stderr,none": 0.016704179558503916,
            "exact_match,none": 0.01812688821752266,
            "exact_match_stderr,none": 0.003668253527511918,
            "inst_level_strict_acc,none": 0.3069544364508393,
            "inst_level_strict_acc_stderr,none": "N/A",
            "acc,none": 0.18108149045743713,
            "acc_stderr,none": 0.0032412858508929533,
            "prompt_level_strict_acc,none": 0.18299445471349354,
            "prompt_level_strict_acc_stderr,none": 0.016639282183680774,
            "inst_level_loose_acc,none": 0.30935251798561153,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.4948805460750853,
            "acc_stderr,none": 0.01461062489030916,
            "acc_norm,none": 0.5418088737201365,
            "acc_norm_stderr,none": 0.014560220308714693,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.3402187120291616,
            "acc_norm_stderr,none": 0.00588758400872553,
            "alias": " - leaderboard_bbh"
        },
        "leaderboard_bbh_boolean_expressions": {
            "acc_norm,none": 0.728,
            "acc_norm_stderr,none": 0.028200088296309996,
            "alias": "  - leaderboard_bbh_boolean_expressions"
        },
        "leaderboard_bbh_causal_judgement": {
            "acc_norm,none": 0.49732620320855614,
            "acc_norm_stderr,none": 0.036661254547599186,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.028814320402205648,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.34,
            "acc_norm_stderr,none": 0.030020073605457907,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.5,
            "acc_norm_stderr,none": 0.031686212526223896,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.029933259094191512,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.528,
            "acc_norm_stderr,none": 0.03163648953154439,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.22,
            "acc_norm_stderr,none": 0.02625179282460584,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.021989409645240265,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.38,
            "acc_norm_stderr,none": 0.03076011604262604,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.428,
            "acc_norm_stderr,none": 0.03135596892377261,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.436,
            "acc_norm_stderr,none": 0.03142556706028128,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.028814320402205648,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.2191780821917808,
            "acc_norm_stderr,none": 0.034355047862649264,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.172,
            "acc_norm_stderr,none": 0.023915513944486218,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.14,
            "acc_norm_stderr,none": 0.02198940964524027,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.02642136168734791,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.43820224719101125,
            "acc_norm_stderr,none": 0.03729414592947276,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.564,
            "acc_norm_stderr,none": 0.03142556706028129,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.02346526100207676,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.18,
            "acc_norm_stderr,none": 0.024346890650293534,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.104,
            "acc_norm_stderr,none": 0.019345100974843897,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558313,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.25419463087248323,
            "acc_norm_stderr,none": 0.012608768014984454,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.21212121212121213,
            "acc_norm_stderr,none": 0.029126522834586832,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.2765567765567766,
            "acc_norm_stderr,none": 0.019160027479692438,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.24553571428571427,
            "acc_norm_stderr,none": 0.02035742845448456,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.18299445471349354,
            "prompt_level_strict_acc_stderr,none": 0.016639282183680774,
            "inst_level_strict_acc,none": 0.3069544364508393,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.18484288354898337,
            "prompt_level_loose_acc_stderr,none": 0.016704179558503916,
            "inst_level_loose_acc,none": 0.30935251798561153,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.01812688821752266,
            "exact_match_stderr,none": 0.003668253527511918,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.02280130293159609,
            "exact_match_stderr,none": 0.008533173159537187,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300812995,
            "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": 0.014285714285714285,
            "exact_match_stderr,none": 0.007104350893915328,
            "alias": "  - leaderboard_math_intermediate_algebra_hard"
        },
        "leaderboard_math_num_theory_hard": {
            "exact_match,none": 0.01948051948051948,
            "exact_match_stderr,none": 0.011173331005571083,
            "alias": "  - leaderboard_math_num_theory_hard"
        },
        "leaderboard_math_prealgebra_hard": {
            "exact_match,none": 0.031088082901554404,
            "exact_match_stderr,none": 0.012525310625527046,
            "alias": "  - leaderboard_math_prealgebra_hard"
        },
        "leaderboard_math_precalculus_hard": {
            "exact_match,none": 0.022222222222222223,
            "exact_match_stderr,none": 0.012733899715059688,
            "alias": "  - leaderboard_math_precalculus_hard"
        },
        "leaderboard_mmlu_pro": {
            "acc,none": 0.1505152925531915,
            "acc_stderr,none": 0.0032599972420519607,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.36507936507936506,
            "acc_norm_stderr,none": 0.01725650519665345,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.03166998503010742,
            "alias": "  - leaderboard_musr_murder_mysteries"
        },
        "leaderboard_musr_object_placements": {
            "acc_norm,none": 0.27734375,
            "acc_norm_stderr,none": 0.02803528549328419,
            "alias": "  - leaderboard_musr_object_placements"
        },
        "leaderboard_musr_team_allocation": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.02993325909419152,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "acc_norm,none": 0.35739218556468866,
        "acc_norm_stderr,none": 0.004826988585264557,
        "prompt_level_loose_acc,none": 0.18484288354898337,
        "prompt_level_loose_acc_stderr,none": 0.016704179558503916,
        "exact_match,none": 0.01812688821752266,
        "exact_match_stderr,none": 0.003668253527511918,
        "inst_level_strict_acc,none": 0.3069544364508393,
        "inst_level_strict_acc_stderr,none": "N/A",
        "acc,none": 0.18108149045743713,
        "acc_stderr,none": 0.0032412858508929533,
        "prompt_level_strict_acc,none": 0.18299445471349354,
        "prompt_level_strict_acc_stderr,none": 0.016639282183680774,
        "inst_level_loose_acc,none": 0.30935251798561153,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.4948805460750853,
        "acc_stderr,none": 0.01461062489030916,
        "acc_norm,none": 0.5418088737201365,
        "acc_norm_stderr,none": 0.014560220308714693,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.3402187120291616,
        "acc_norm_stderr,none": 0.00588758400872553,
        "alias": " - leaderboard_bbh"
    },
    "leaderboard_bbh_boolean_expressions": {
        "acc_norm,none": 0.728,
        "acc_norm_stderr,none": 0.028200088296309996,
        "alias": "  - leaderboard_bbh_boolean_expressions"
    },
    "leaderboard_bbh_causal_judgement": {
        "acc_norm,none": 0.49732620320855614,
        "acc_norm_stderr,none": 0.036661254547599186,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.028814320402205648,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.34,
        "acc_norm_stderr,none": 0.030020073605457907,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.5,
        "acc_norm_stderr,none": 0.031686212526223896,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.029933259094191512,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.528,
        "acc_norm_stderr,none": 0.03163648953154439,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.22,
        "acc_norm_stderr,none": 0.02625179282460584,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.021989409645240265,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.38,
        "acc_norm_stderr,none": 0.03076011604262604,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.428,
        "acc_norm_stderr,none": 0.03135596892377261,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.436,
        "acc_norm_stderr,none": 0.03142556706028128,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.028814320402205648,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.2191780821917808,
        "acc_norm_stderr,none": 0.034355047862649264,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.172,
        "acc_norm_stderr,none": 0.023915513944486218,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.14,
        "acc_norm_stderr,none": 0.02198940964524027,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.02642136168734791,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.43820224719101125,
        "acc_norm_stderr,none": 0.03729414592947276,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.564,
        "acc_norm_stderr,none": 0.03142556706028129,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.02346526100207676,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.18,
        "acc_norm_stderr,none": 0.024346890650293534,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.104,
        "acc_norm_stderr,none": 0.019345100974843897,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558313,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.25419463087248323,
        "acc_norm_stderr,none": 0.012608768014984454,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.21212121212121213,
        "acc_norm_stderr,none": 0.029126522834586832,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.2765567765567766,
        "acc_norm_stderr,none": 0.019160027479692438,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.24553571428571427,
        "acc_norm_stderr,none": 0.02035742845448456,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.18299445471349354,
        "prompt_level_strict_acc_stderr,none": 0.016639282183680774,
        "inst_level_strict_acc,none": 0.3069544364508393,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.18484288354898337,
        "prompt_level_loose_acc_stderr,none": 0.016704179558503916,
        "inst_level_loose_acc,none": 0.30935251798561153,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.01812688821752266,
        "exact_match_stderr,none": 0.003668253527511918,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.02280130293159609,
        "exact_match_stderr,none": 0.008533173159537187,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300812995,
        "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": 0.014285714285714285,
        "exact_match_stderr,none": 0.007104350893915328,
        "alias": "  - leaderboard_math_intermediate_algebra_hard"
    },
    "leaderboard_math_num_theory_hard": {
        "exact_match,none": 0.01948051948051948,
        "exact_match_stderr,none": 0.011173331005571083,
        "alias": "  - leaderboard_math_num_theory_hard"
    },
    "leaderboard_math_prealgebra_hard": {
        "exact_match,none": 0.031088082901554404,
        "exact_match_stderr,none": 0.012525310625527046,
        "alias": "  - leaderboard_math_prealgebra_hard"
    },
    "leaderboard_math_precalculus_hard": {
        "exact_match,none": 0.022222222222222223,
        "exact_match_stderr,none": 0.012733899715059688,
        "alias": "  - leaderboard_math_precalculus_hard"
    },
    "leaderboard_mmlu_pro": {
        "acc,none": 0.1505152925531915,
        "acc_stderr,none": 0.0032599972420519607,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.36507936507936506,
        "acc_norm_stderr,none": 0.01725650519665345,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.03166998503010742,
        "alias": "  - leaderboard_musr_murder_mysteries"
    },
    "leaderboard_musr_object_placements": {
        "acc_norm,none": 0.27734375,
        "acc_norm_stderr,none": 0.02803528549328419,
        "alias": "  - leaderboard_musr_object_placements"
    },
    "leaderboard_musr_team_allocation": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.02993325909419152,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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