Dataset Card for Evaluation run of meta-llama/Llama-2-70b-chat-hf
Dataset automatically created during the evaluation run of model meta-llama/Llama-2-70b-chat-hf 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/meta-llama__Llama-2-70b-chat-hf-details-private",
name="meta-llama__Llama-2-70b-chat-hf__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-17T09-38-51.358362 (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": 0.33239500056299964,
"acc_norm_stderr,none": 0.004651291104268769,
"prompt_level_strict_acc,none": 0.4436229205175601,
"prompt_level_strict_acc_stderr,none": 0.02137936114959634,
"prompt_level_loose_acc,none": 0.5341959334565619,
"prompt_level_loose_acc_stderr,none": 0.02146619384119696,
"acc,none": 0.267494698576189,
"acc_stderr,none": 0.0037928053167888766,
"inst_level_loose_acc,none": 0.63189448441247,
"inst_level_loose_acc_stderr,none": "N/A",
"exact_match,none": 0.00906344410876133,
"exact_match_stderr,none": 0.0026061210002206333,
"inst_level_strict_acc,none": 0.5479616306954437,
"inst_level_strict_acc_stderr,none": "N/A",
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.5162116040955631,
"acc_stderr,none": 0.014603708567414948,
"acc_norm,none": 0.5273037542662116,
"acc_norm_stderr,none": 0.014589589101985989,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.30220447838916853,
"acc_norm_stderr,none": 0.005529000339738286,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.724,
"acc_norm_stderr,none": 0.028328537274211352,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5401069518716578,
"acc_norm_stderr,none": 0.036543642520475754,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.212,
"acc_norm_stderr,none": 0.025901884690541162,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.02915021337415967,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.472,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.004,
"acc_norm_stderr,none": 0.004,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.552,
"acc_norm_stderr,none": 0.0315143876111535,
"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": 0.152,
"acc_norm_stderr,none": 0.022752024491765468,
"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": 0.168,
"acc_norm_stderr,none": 0.023692813205492592,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.42,
"acc_norm_stderr,none": 0.03127799950463662,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.076,
"acc_norm_stderr,none": 0.016793573067859648,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.1506849315068493,
"acc_norm_stderr,none": 0.029708814775001532,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.096,
"acc_norm_stderr,none": 0.018668961419477152,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.188,
"acc_norm_stderr,none": 0.0247603777277505,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.14,
"acc_norm_stderr,none": 0.02198940964524027,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.48314606741573035,
"acc_norm_stderr,none": 0.03756094444734479,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.628,
"acc_norm_stderr,none": 0.030630325944558317,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.276,
"acc_norm_stderr,none": 0.028328537274211356,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.208,
"acc_norm_stderr,none": 0.025721398901416392,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.152,
"acc_norm_stderr,none": 0.02275202449176547,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.332,
"acc_norm_stderr,none": 0.0298440390474659,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254708,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.26426174496644295,
"acc_norm_stderr,none": 0.012785631690928733,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2474747474747475,
"acc_norm_stderr,none": 0.030746300742124498,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2692307692307692,
"acc_norm_stderr,none": 0.019000027142915363,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.265625,
"acc_norm_stderr,none": 0.02089005840079951,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.4436229205175601,
"prompt_level_strict_acc_stderr,none": 0.02137936114959634,
"inst_level_strict_acc,none": 0.5479616306954437,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.5341959334565619,
"prompt_level_loose_acc_stderr,none": 0.02146619384119696,
"inst_level_loose_acc,none": 0.63189448441247,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.00906344410876133,
"exact_match_stderr,none": 0.0026061210002206333,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.009771986970684038,
"exact_match_stderr,none": 0.0056233916339158575,
"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": 0.007142857142857143,
"exact_match_stderr,none": 0.0050417030513905635,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.012987012987012988,
"exact_match_stderr,none": 0.009153145279150208,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.010362694300518135,
"exact_match_stderr,none": 0.0073084243867922,
"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": 0.2432679521276596,
"acc_stderr,none": 0.003911673966108405,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.36772486772486773,
"acc_norm_stderr,none": 0.01710392087438366,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.25,
"acc_norm_stderr,none": 0.02711630722733202,
"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": {
"acc_norm,none": 0.33239500056299964,
"acc_norm_stderr,none": 0.004651291104268769,
"prompt_level_strict_acc,none": 0.4436229205175601,
"prompt_level_strict_acc_stderr,none": 0.02137936114959634,
"prompt_level_loose_acc,none": 0.5341959334565619,
"prompt_level_loose_acc_stderr,none": 0.02146619384119696,
"acc,none": 0.267494698576189,
"acc_stderr,none": 0.0037928053167888766,
"inst_level_loose_acc,none": 0.63189448441247,
"inst_level_loose_acc_stderr,none": "N/A",
"exact_match,none": 0.00906344410876133,
"exact_match_stderr,none": 0.0026061210002206333,
"inst_level_strict_acc,none": 0.5479616306954437,
"inst_level_strict_acc_stderr,none": "N/A",
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.5162116040955631,
"acc_stderr,none": 0.014603708567414948,
"acc_norm,none": 0.5273037542662116,
"acc_norm_stderr,none": 0.014589589101985989,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.30220447838916853,
"acc_norm_stderr,none": 0.005529000339738286,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.724,
"acc_norm_stderr,none": 0.028328537274211352,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.5401069518716578,
"acc_norm_stderr,none": 0.036543642520475754,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.212,
"acc_norm_stderr,none": 0.025901884690541162,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.02915021337415967,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.472,
"acc_norm_stderr,none": 0.031636489531544396,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.004,
"acc_norm_stderr,none": 0.004,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.552,
"acc_norm_stderr,none": 0.0315143876111535,
"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": 0.152,
"acc_norm_stderr,none": 0.022752024491765468,
"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": 0.168,
"acc_norm_stderr,none": 0.023692813205492592,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.42,
"acc_norm_stderr,none": 0.03127799950463662,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.076,
"acc_norm_stderr,none": 0.016793573067859648,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.1506849315068493,
"acc_norm_stderr,none": 0.029708814775001532,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.096,
"acc_norm_stderr,none": 0.018668961419477152,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.188,
"acc_norm_stderr,none": 0.0247603777277505,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.14,
"acc_norm_stderr,none": 0.02198940964524027,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.48314606741573035,
"acc_norm_stderr,none": 0.03756094444734479,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.628,
"acc_norm_stderr,none": 0.030630325944558317,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.276,
"acc_norm_stderr,none": 0.028328537274211356,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.208,
"acc_norm_stderr,none": 0.025721398901416392,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.152,
"acc_norm_stderr,none": 0.02275202449176547,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.332,
"acc_norm_stderr,none": 0.0298440390474659,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254708,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.26426174496644295,
"acc_norm_stderr,none": 0.012785631690928733,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2474747474747475,
"acc_norm_stderr,none": 0.030746300742124498,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2692307692307692,
"acc_norm_stderr,none": 0.019000027142915363,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.265625,
"acc_norm_stderr,none": 0.02089005840079951,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.4436229205175601,
"prompt_level_strict_acc_stderr,none": 0.02137936114959634,
"inst_level_strict_acc,none": 0.5479616306954437,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.5341959334565619,
"prompt_level_loose_acc_stderr,none": 0.02146619384119696,
"inst_level_loose_acc,none": 0.63189448441247,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.00906344410876133,
"exact_match_stderr,none": 0.0026061210002206333,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.009771986970684038,
"exact_match_stderr,none": 0.0056233916339158575,
"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": 0.007142857142857143,
"exact_match_stderr,none": 0.0050417030513905635,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.012987012987012988,
"exact_match_stderr,none": 0.009153145279150208,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.010362694300518135,
"exact_match_stderr,none": 0.0073084243867922,
"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": 0.2432679521276596,
"acc_stderr,none": 0.003911673966108405,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.36772486772486773,
"acc_norm_stderr,none": 0.01710392087438366,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.25,
"acc_norm_stderr,none": 0.02711630722733202,
"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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