Dataset Card for Evaluation run of mlabonne/Beyonder-4x7B-v3
Dataset automatically created during the evaluation run of model mlabonne/Beyonder-4x7B-v3 The dataset is composed of 44 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 2 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/mlabonne__Beyonder-4x7B-v3-details-private",
name="mlabonne__Beyonder-4x7B-v3__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-16T17-47-33.057155 (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": 0.4580565251660849,
"acc_norm_stderr,none": 0.005012408389221063,
"acc,none": 0.28370190851257193,
"acc_stderr,none": 0.00381754477401804,
"inst_level_strict_acc,none": 0.6115107913669064,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.5101663585951941,
"prompt_level_strict_acc_stderr,none": 0.021512126001350784,
"exact_match,none": 0.04758308157099698,
"exact_match_stderr,none": 0.005802983054885556,
"inst_level_loose_acc,none": 0.6414868105515588,
"inst_level_loose_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.5415896487985212,
"prompt_level_loose_acc_stderr,none": 0.021442010560476534,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.6168941979522184,
"acc_stderr,none": 0.014206472661672883,
"acc_norm,none": 0.6296928327645052,
"acc_norm_stderr,none": 0.01411129875167495,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.4660649192848464,
"acc_norm_stderr,none": 0.006236282559226254,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.716,
"acc_norm_stderr,none": 0.02857695873043741,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5935828877005348,
"acc_norm_stderr,none": 0.03601390435857443,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.4,
"acc_norm_stderr,none": 0.031046021028253257,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.696,
"acc_norm_stderr,none": 0.029150213374159673,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.352,
"acc_norm_stderr,none": 0.03026628805735993,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.636,
"acc_norm_stderr,none": 0.030491555220405562,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.424,
"acc_norm_stderr,none": 0.03131803437491615,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.612,
"acc_norm_stderr,none": 0.030881038748993915,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.536,
"acc_norm_stderr,none": 0.031603975145223735,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.548,
"acc_norm_stderr,none": 0.03153986449255663,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.248,
"acc_norm_stderr,none": 0.027367497504863555,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.3561643835616438,
"acc_norm_stderr,none": 0.03976754138601308,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.44,
"acc_norm_stderr,none": 0.03145724452223572,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.572,
"acc_norm_stderr,none": 0.031355968923772605,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.448,
"acc_norm_stderr,none": 0.03151438761115355,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5955056179775281,
"acc_norm_stderr,none": 0.036890330438439235,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.029933259094191523,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.288,
"acc_norm_stderr,none": 0.02869700458739821,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.148,
"acc_norm_stderr,none": 0.022503547243806148,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.12,
"acc_norm_stderr,none": 0.020593600596839932,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.356,
"acc_norm_stderr,none": 0.03034368065715321,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.468,
"acc_norm_stderr,none": 0.031621252575725504,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.28523489932885904,
"acc_norm_stderr,none": 0.013090616131672027,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2828282828282828,
"acc_norm_stderr,none": 0.032087795587867514,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.27472527472527475,
"acc_norm_stderr,none": 0.019120635768881587,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.29910714285714285,
"acc_norm_stderr,none": 0.021656359273376974,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.5101663585951941,
"prompt_level_strict_acc_stderr,none": 0.021512126001350784,
"inst_level_strict_acc,none": 0.6115107913669064,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.5415896487985212,
"prompt_level_loose_acc_stderr,none": 0.021442010560476534,
"inst_level_loose_acc,none": 0.6414868105515588,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.04758308157099698,
"exact_match_stderr,none": 0.005802983054885556,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0749185667752443,
"exact_match_stderr,none": 0.015049566811083536,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.04065040650406504,
"exact_match_stderr,none": 0.01787890756443746,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.015151515151515152,
"exact_match_stderr,none": 0.010672768637174736,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.02142857142857143,
"exact_match_stderr,none": 0.008669434577665565,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.045454545454545456,
"exact_match_stderr,none": 0.0168399675826125,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.09844559585492228,
"exact_match_stderr,none": 0.021500249576033453,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.007407407407407408,
"exact_match_stderr,none": 0.007407407407407403,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.2512466755319149,
"acc_stderr,none": 0.003954291492675712,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.40343915343915343,
"acc_norm_stderr,none": 0.01743982818443044,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.265625,
"acc_norm_stderr,none": 0.027658162598649488,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.42,
"acc_norm_stderr,none": 0.03127799950463661,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"acc_norm,none": 0.4580565251660849,
"acc_norm_stderr,none": 0.005012408389221063,
"acc,none": 0.28370190851257193,
"acc_stderr,none": 0.00381754477401804,
"inst_level_strict_acc,none": 0.6115107913669064,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.5101663585951941,
"prompt_level_strict_acc_stderr,none": 0.021512126001350784,
"exact_match,none": 0.04758308157099698,
"exact_match_stderr,none": 0.005802983054885556,
"inst_level_loose_acc,none": 0.6414868105515588,
"inst_level_loose_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.5415896487985212,
"prompt_level_loose_acc_stderr,none": 0.021442010560476534,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.6168941979522184,
"acc_stderr,none": 0.014206472661672883,
"acc_norm,none": 0.6296928327645052,
"acc_norm_stderr,none": 0.01411129875167495,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.4660649192848464,
"acc_norm_stderr,none": 0.006236282559226254,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.716,
"acc_norm_stderr,none": 0.02857695873043741,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5935828877005348,
"acc_norm_stderr,none": 0.03601390435857443,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.4,
"acc_norm_stderr,none": 0.031046021028253257,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.696,
"acc_norm_stderr,none": 0.029150213374159673,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.352,
"acc_norm_stderr,none": 0.03026628805735993,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.636,
"acc_norm_stderr,none": 0.030491555220405562,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.496,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.424,
"acc_norm_stderr,none": 0.03131803437491615,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.612,
"acc_norm_stderr,none": 0.030881038748993915,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.536,
"acc_norm_stderr,none": 0.031603975145223735,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.548,
"acc_norm_stderr,none": 0.03153986449255663,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.248,
"acc_norm_stderr,none": 0.027367497504863555,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.3561643835616438,
"acc_norm_stderr,none": 0.03976754138601308,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.44,
"acc_norm_stderr,none": 0.03145724452223572,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.572,
"acc_norm_stderr,none": 0.031355968923772605,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.448,
"acc_norm_stderr,none": 0.03151438761115355,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5955056179775281,
"acc_norm_stderr,none": 0.036890330438439235,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.029933259094191523,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.288,
"acc_norm_stderr,none": 0.02869700458739821,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.148,
"acc_norm_stderr,none": 0.022503547243806148,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.12,
"acc_norm_stderr,none": 0.020593600596839932,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.356,
"acc_norm_stderr,none": 0.03034368065715321,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.468,
"acc_norm_stderr,none": 0.031621252575725504,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.28523489932885904,
"acc_norm_stderr,none": 0.013090616131672027,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2828282828282828,
"acc_norm_stderr,none": 0.032087795587867514,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.27472527472527475,
"acc_norm_stderr,none": 0.019120635768881587,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.29910714285714285,
"acc_norm_stderr,none": 0.021656359273376974,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.5101663585951941,
"prompt_level_strict_acc_stderr,none": 0.021512126001350784,
"inst_level_strict_acc,none": 0.6115107913669064,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.5415896487985212,
"prompt_level_loose_acc_stderr,none": 0.021442010560476534,
"inst_level_loose_acc,none": 0.6414868105515588,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.04758308157099698,
"exact_match_stderr,none": 0.005802983054885556,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0749185667752443,
"exact_match_stderr,none": 0.015049566811083536,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.04065040650406504,
"exact_match_stderr,none": 0.01787890756443746,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.015151515151515152,
"exact_match_stderr,none": 0.010672768637174736,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.02142857142857143,
"exact_match_stderr,none": 0.008669434577665565,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.045454545454545456,
"exact_match_stderr,none": 0.0168399675826125,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.09844559585492228,
"exact_match_stderr,none": 0.021500249576033453,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.007407407407407408,
"exact_match_stderr,none": 0.007407407407407403,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.2512466755319149,
"acc_stderr,none": 0.003954291492675712,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.40343915343915343,
"acc_norm_stderr,none": 0.01743982818443044,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.265625,
"acc_norm_stderr,none": 0.027658162598649488,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.42,
"acc_norm_stderr,none": 0.03127799950463661,
"alias": " - leaderboard_musr_team_allocation"
}
}
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