Dataset Card for Evaluation run of meta-llama/Meta-Llama-3-70B-Instruct
Dataset automatically created during the evaluation run of model meta-llama/Meta-Llama-3-70B-Instruct The dataset is composed of 44 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 3 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__Meta-Llama-3-70B-Instruct-details-private",
name="meta-llama__Meta-Llama-3-70B-Instruct__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-19T08-22-58.348428 (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": 0.5903614457831325,
"acc_norm_stderr,none": 0.004719144086368517,
"inst_level_strict_acc,none": 0.8453237410071942,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.8428835489833642,
"prompt_level_loose_acc_stderr,none": 0.01566021568347363,
"exact_match,none": 0.23338368580060423,
"exact_match_stderr,none": 0.01086774275141808,
"acc,none": 0.5346864586488943,
"acc_stderr,none": 0.004323558498686457,
"inst_level_loose_acc,none": 0.894484412470024,
"inst_level_loose_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.7744916820702403,
"prompt_level_strict_acc_stderr,none": 0.0179842686644956,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.6783276450511946,
"acc_stderr,none": 0.013650488084494166,
"acc_norm,none": 0.7073378839590444,
"acc_norm_stderr,none": 0.013295916103619423,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.6524908869987849,
"acc_norm_stderr,none": 0.005749269819735454,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.908,
"acc_norm_stderr,none": 0.018316275379429644,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.7272727272727273,
"acc_norm_stderr,none": 0.032655509459413576,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.636,
"acc_norm_stderr,none": 0.030491555220405555,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.712,
"acc_norm_stderr,none": 0.028697004587398208,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.732,
"acc_norm_stderr,none": 0.02806876238252669,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.428,
"acc_norm_stderr,none": 0.03135596892377261,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.0313918107654294,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.03139181076542941,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.556,
"acc_norm_stderr,none": 0.03148684942554574,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.86,
"acc_norm_stderr,none": 0.021989409645240272,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.752,
"acc_norm_stderr,none": 0.027367497504863555,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.592,
"acc_norm_stderr,none": 0.03114520984654849,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.444,
"acc_norm_stderr,none": 0.03148684942554575,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.6712328767123288,
"acc_norm_stderr,none": 0.0390118728110603,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.84,
"acc_norm_stderr,none": 0.02323271478206065,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.884,
"acc_norm_stderr,none": 0.020293429803083886,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.7415730337078652,
"acc_norm_stderr,none": 0.03290479928119103,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.912,
"acc_norm_stderr,none": 0.0179530847770529,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.984,
"acc_norm_stderr,none": 0.007951661188874328,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.029150213374159677,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.288,
"acc_norm_stderr,none": 0.028697004587398215,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.404,
"acc_norm_stderr,none": 0.03109668818482529,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.536,
"acc_norm_stderr,none": 0.03160397514522374,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.28691275167785235,
"acc_norm_stderr,none": 0.013112685175597988,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2777777777777778,
"acc_norm_stderr,none": 0.03191178226713548,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.30036630036630035,
"acc_norm_stderr,none": 0.01963643804330483,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.27455357142857145,
"acc_norm_stderr,none": 0.02110874729063386,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.7744916820702403,
"prompt_level_strict_acc_stderr,none": 0.0179842686644956,
"inst_level_strict_acc,none": 0.8453237410071942,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.8428835489833642,
"prompt_level_loose_acc_stderr,none": 0.01566021568347363,
"inst_level_loose_acc,none": 0.894484412470024,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.23338368580060423,
"exact_match_stderr,none": 0.01086774275141808,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.38436482084690554,
"exact_match_stderr,none": 0.027808196077636183,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.1951219512195122,
"exact_match_stderr,none": 0.035878823309355594,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.08333333333333333,
"exact_match_stderr,none": 0.02414790444796733,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.060714285714285714,
"exact_match_stderr,none": 0.014296910615037486,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.2532467532467532,
"exact_match_stderr,none": 0.035157241113655896,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.45595854922279794,
"exact_match_stderr,none": 0.03594413711272437,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.08888888888888889,
"exact_match_stderr,none": 0.024584252683524294,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.5206948138297872,
"acc_stderr,none": 0.004554564184951824,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.414021164021164,
"acc_norm_stderr,none": 0.01736688072092484,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.54,
"acc_norm_stderr,none": 0.031584653891499,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.24609375,
"acc_norm_stderr,none": 0.026973597563786113,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.46,
"acc_norm_stderr,none": 0.03158465389149901,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"acc_norm,none": 0.5903614457831325,
"acc_norm_stderr,none": 0.004719144086368517,
"inst_level_strict_acc,none": 0.8453237410071942,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.8428835489833642,
"prompt_level_loose_acc_stderr,none": 0.01566021568347363,
"exact_match,none": 0.23338368580060423,
"exact_match_stderr,none": 0.01086774275141808,
"acc,none": 0.5346864586488943,
"acc_stderr,none": 0.004323558498686457,
"inst_level_loose_acc,none": 0.894484412470024,
"inst_level_loose_acc_stderr,none": "N/A",
"prompt_level_strict_acc,none": 0.7744916820702403,
"prompt_level_strict_acc_stderr,none": 0.0179842686644956,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.6783276450511946,
"acc_stderr,none": 0.013650488084494166,
"acc_norm,none": 0.7073378839590444,
"acc_norm_stderr,none": 0.013295916103619423,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.6524908869987849,
"acc_norm_stderr,none": 0.005749269819735454,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.908,
"acc_norm_stderr,none": 0.018316275379429644,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.7272727272727273,
"acc_norm_stderr,none": 0.032655509459413576,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.636,
"acc_norm_stderr,none": 0.030491555220405555,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.712,
"acc_norm_stderr,none": 0.028697004587398208,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.732,
"acc_norm_stderr,none": 0.02806876238252669,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.428,
"acc_norm_stderr,none": 0.03135596892377261,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.0313918107654294,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.03139181076542941,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.556,
"acc_norm_stderr,none": 0.03148684942554574,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.86,
"acc_norm_stderr,none": 0.021989409645240272,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.752,
"acc_norm_stderr,none": 0.027367497504863555,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.592,
"acc_norm_stderr,none": 0.03114520984654849,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.444,
"acc_norm_stderr,none": 0.03148684942554575,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.6712328767123288,
"acc_norm_stderr,none": 0.0390118728110603,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.84,
"acc_norm_stderr,none": 0.02323271478206065,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.884,
"acc_norm_stderr,none": 0.020293429803083886,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.7415730337078652,
"acc_norm_stderr,none": 0.03290479928119103,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.912,
"acc_norm_stderr,none": 0.0179530847770529,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.984,
"acc_norm_stderr,none": 0.007951661188874328,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.029150213374159677,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.288,
"acc_norm_stderr,none": 0.028697004587398215,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.404,
"acc_norm_stderr,none": 0.03109668818482529,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.536,
"acc_norm_stderr,none": 0.03160397514522374,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.28691275167785235,
"acc_norm_stderr,none": 0.013112685175597988,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2777777777777778,
"acc_norm_stderr,none": 0.03191178226713548,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.30036630036630035,
"acc_norm_stderr,none": 0.01963643804330483,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.27455357142857145,
"acc_norm_stderr,none": 0.02110874729063386,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.7744916820702403,
"prompt_level_strict_acc_stderr,none": 0.0179842686644956,
"inst_level_strict_acc,none": 0.8453237410071942,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.8428835489833642,
"prompt_level_loose_acc_stderr,none": 0.01566021568347363,
"inst_level_loose_acc,none": 0.894484412470024,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.23338368580060423,
"exact_match_stderr,none": 0.01086774275141808,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.38436482084690554,
"exact_match_stderr,none": 0.027808196077636183,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.1951219512195122,
"exact_match_stderr,none": 0.035878823309355594,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.08333333333333333,
"exact_match_stderr,none": 0.02414790444796733,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.060714285714285714,
"exact_match_stderr,none": 0.014296910615037486,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.2532467532467532,
"exact_match_stderr,none": 0.035157241113655896,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.45595854922279794,
"exact_match_stderr,none": 0.03594413711272437,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.08888888888888889,
"exact_match_stderr,none": 0.024584252683524294,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.5206948138297872,
"acc_stderr,none": 0.004554564184951824,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.414021164021164,
"acc_norm_stderr,none": 0.01736688072092484,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.54,
"acc_norm_stderr,none": 0.031584653891499,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.24609375,
"acc_norm_stderr,none": 0.026973597563786113,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.46,
"acc_norm_stderr,none": 0.03158465389149901,
"alias": " - leaderboard_musr_team_allocation"
}
}
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