Dataset Card for Evaluation run of mosaicml/mpt-7b
Dataset automatically created during the evaluation run of model mosaicml/mpt-7b 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/mosaicml__mpt-7b-details-private",
name="mosaicml__mpt-7b__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-22T18-48-11.808204 (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": 0.1534195933456562,
"prompt_level_strict_acc_stderr,none": 0.015508780172875426,
"exact_match,none": 0.01283987915407855,
"exact_match_stderr,none": 0.0030961967318023677,
"inst_level_loose_acc,none": 0.3009592326139089,
"inst_level_loose_acc_stderr,none": "N/A",
"acc,none": 0.14745531657073613,
"acc_stderr,none": 0.002993522506096478,
"inst_level_strict_acc,none": 0.27697841726618705,
"inst_level_strict_acc_stderr,none": "N/A",
"acc_norm,none": 0.34050219569868256,
"acc_norm_stderr,none": 0.004795981134148176,
"prompt_level_loose_acc,none": 0.17190388170055454,
"prompt_level_loose_acc_stderr,none": 0.0162362726723357,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.4232081911262799,
"acc_stderr,none": 0.014438036220848015,
"acc_norm,none": 0.4718430034129693,
"acc_norm_stderr,none": 0.0145882041051022,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.32702655788925533,
"acc_norm_stderr,none": 0.005818328176017582,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.68,
"acc_norm_stderr,none": 0.02956172495524103,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5721925133689839,
"acc_norm_stderr,none": 0.03627762136497334,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.02534897002097908,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.448,
"acc_norm_stderr,none": 0.03151438761115355,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.0316364895315444,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.124,
"acc_norm_stderr,none": 0.02088638225867326,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.468,
"acc_norm_stderr,none": 0.031621252575725504,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.02534897002097908,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.156,
"acc_norm_stderr,none": 0.02299502303406873,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.336,
"acc_norm_stderr,none": 0.029933259094191516,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.276,
"acc_norm_stderr,none": 0.02832853727421133,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.48,
"acc_norm_stderr,none": 0.03166085340849519,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.256,
"acc_norm_stderr,none": 0.027657108718204915,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.2054794520547945,
"acc_norm_stderr,none": 0.03355465401072843,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.172,
"acc_norm_stderr,none": 0.02391551394448622,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.28,
"acc_norm_stderr,none": 0.02845414827783232,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.168,
"acc_norm_stderr,none": 0.023692813205492585,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5337078651685393,
"acc_norm_stderr,none": 0.03749680060368987,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.456,
"acc_norm_stderr,none": 0.03156328506121339,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.025348970020979078,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.22,
"acc_norm_stderr,none": 0.02625179282460584,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.104,
"acc_norm_stderr,none": 0.019345100974843887,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.03018656846451169,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.508,
"acc_norm_stderr,none": 0.0316821564314138,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2600671140939597,
"acc_norm_stderr,none": 0.01271220862994367,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2222222222222222,
"acc_norm_stderr,none": 0.02962022787479049,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.26556776556776557,
"acc_norm_stderr,none": 0.018917567557968248,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.2700892857142857,
"acc_norm_stderr,none": 0.02100074907882238,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.1534195933456562,
"prompt_level_strict_acc_stderr,none": 0.015508780172875426,
"inst_level_strict_acc,none": 0.27697841726618705,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.17190388170055454,
"prompt_level_loose_acc_stderr,none": 0.0162362726723357,
"inst_level_loose_acc,none": 0.3009592326139089,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.01283987915407855,
"exact_match_stderr,none": 0.0030961967318023677,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.013029315960912053,
"exact_match_stderr,none": 0.006482644725390209,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.008130081300813009,
"exact_match_stderr,none": 0.008130081300813002,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.022727272727272728,
"exact_match_stderr,none": 0.013021046909063715,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.007142857142857143,
"exact_match_stderr,none": 0.005041703051390573,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.01948051948051948,
"exact_match_stderr,none": 0.011173331005571075,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.02072538860103627,
"exact_match_stderr,none": 0.010281417011909046,
"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": 0.12059507978723404,
"acc_stderr,none": 0.002968987552162023,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.3664021164021164,
"acc_norm_stderr,none": 0.017182250731793993,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.5,
"acc_norm_stderr,none": 0.031686212526223896,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.26171875,
"acc_norm_stderr,none": 0.027526959754524398,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.34,
"acc_norm_stderr,none": 0.030020073605457907,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"prompt_level_strict_acc,none": 0.1534195933456562,
"prompt_level_strict_acc_stderr,none": 0.015508780172875426,
"exact_match,none": 0.01283987915407855,
"exact_match_stderr,none": 0.0030961967318023677,
"inst_level_loose_acc,none": 0.3009592326139089,
"inst_level_loose_acc_stderr,none": "N/A",
"acc,none": 0.14745531657073613,
"acc_stderr,none": 0.002993522506096478,
"inst_level_strict_acc,none": 0.27697841726618705,
"inst_level_strict_acc_stderr,none": "N/A",
"acc_norm,none": 0.34050219569868256,
"acc_norm_stderr,none": 0.004795981134148176,
"prompt_level_loose_acc,none": 0.17190388170055454,
"prompt_level_loose_acc_stderr,none": 0.0162362726723357,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.4232081911262799,
"acc_stderr,none": 0.014438036220848015,
"acc_norm,none": 0.4718430034129693,
"acc_norm_stderr,none": 0.0145882041051022,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.32702655788925533,
"acc_norm_stderr,none": 0.005818328176017582,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.68,
"acc_norm_stderr,none": 0.02956172495524103,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5721925133689839,
"acc_norm_stderr,none": 0.03627762136497334,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.02534897002097908,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.448,
"acc_norm_stderr,none": 0.03151438761115355,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.0316364895315444,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.124,
"acc_norm_stderr,none": 0.02088638225867326,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.468,
"acc_norm_stderr,none": 0.031621252575725504,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.02534897002097908,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.156,
"acc_norm_stderr,none": 0.02299502303406873,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.336,
"acc_norm_stderr,none": 0.029933259094191516,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.276,
"acc_norm_stderr,none": 0.02832853727421133,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.48,
"acc_norm_stderr,none": 0.03166085340849519,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.256,
"acc_norm_stderr,none": 0.027657108718204915,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.2054794520547945,
"acc_norm_stderr,none": 0.03355465401072843,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.172,
"acc_norm_stderr,none": 0.02391551394448622,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.28,
"acc_norm_stderr,none": 0.02845414827783232,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.168,
"acc_norm_stderr,none": 0.023692813205492585,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5337078651685393,
"acc_norm_stderr,none": 0.03749680060368987,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.456,
"acc_norm_stderr,none": 0.03156328506121339,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.025348970020979078,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.22,
"acc_norm_stderr,none": 0.02625179282460584,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.104,
"acc_norm_stderr,none": 0.019345100974843887,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.03018656846451169,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.508,
"acc_norm_stderr,none": 0.0316821564314138,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2600671140939597,
"acc_norm_stderr,none": 0.01271220862994367,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2222222222222222,
"acc_norm_stderr,none": 0.02962022787479049,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.26556776556776557,
"acc_norm_stderr,none": 0.018917567557968248,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.2700892857142857,
"acc_norm_stderr,none": 0.02100074907882238,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.1534195933456562,
"prompt_level_strict_acc_stderr,none": 0.015508780172875426,
"inst_level_strict_acc,none": 0.27697841726618705,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.17190388170055454,
"prompt_level_loose_acc_stderr,none": 0.0162362726723357,
"inst_level_loose_acc,none": 0.3009592326139089,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.01283987915407855,
"exact_match_stderr,none": 0.0030961967318023677,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.013029315960912053,
"exact_match_stderr,none": 0.006482644725390209,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.008130081300813009,
"exact_match_stderr,none": 0.008130081300813002,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.022727272727272728,
"exact_match_stderr,none": 0.013021046909063715,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.007142857142857143,
"exact_match_stderr,none": 0.005041703051390573,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.01948051948051948,
"exact_match_stderr,none": 0.011173331005571075,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.02072538860103627,
"exact_match_stderr,none": 0.010281417011909046,
"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": 0.12059507978723404,
"acc_stderr,none": 0.002968987552162023,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.3664021164021164,
"acc_norm_stderr,none": 0.017182250731793993,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.5,
"acc_norm_stderr,none": 0.031686212526223896,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.26171875,
"acc_norm_stderr,none": 0.027526959754524398,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.34,
"acc_norm_stderr,none": 0.030020073605457907,
"alias": " - leaderboard_musr_team_allocation"
}
}
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