Dataset Card for Evaluation run of bigcode/starcoder2-15b
Dataset automatically created during the evaluation run of model bigcode/starcoder2-15b The dataset is composed of 44 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 6 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/bigcode__starcoder2-15b-details-private",
name="bigcode__starcoder2-15b__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-25T12-38-31.094738 (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,none": 0.2521963041502575,
"acc_stderr,none": 0.003750056707689923,
"exact_match,none": 0.05362537764350453,
"exact_match_stderr,none": 0.006107564204852593,
"prompt_level_strict_acc,none": 0.21072088724584104,
"prompt_level_strict_acc_stderr,none": 0.017549801883664246,
"prompt_level_loose_acc,none": 0.22920517560073936,
"prompt_level_loose_acc_stderr,none": 0.018087757424955338,
"inst_level_strict_acc,none": 0.34532374100719426,
"inst_level_strict_acc_stderr,none": "N/A",
"inst_level_loose_acc,none": 0.3609112709832134,
"inst_level_loose_acc_stderr,none": "N/A",
"acc_norm,none": 0.4169575498254701,
"acc_norm_stderr,none": 0.004974680035117713,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.4257679180887372,
"acc_stderr,none": 0.014449464278868802,
"acc_norm,none": 0.47440273037542663,
"acc_norm_stderr,none": 0.01459223088529896,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.4438465544176358,
"acc_norm_stderr,none": 0.006163599514402817,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.876,
"acc_norm_stderr,none": 0.02088638225867326,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.4919786096256685,
"acc_norm_stderr,none": 0.03665706061581777,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.624,
"acc_norm_stderr,none": 0.03069633626739459,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.484,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.32,
"acc_norm_stderr,none": 0.029561724955241044,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.03166998503010742,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.029150213374159673,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.34,
"acc_norm_stderr,none": 0.030020073605457907,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.796,
"acc_norm_stderr,none": 0.025537121574548162,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.356,
"acc_norm_stderr,none": 0.03034368065715321,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.4383561643835616,
"acc_norm_stderr,none": 0.04120596186613955,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.28,
"acc_norm_stderr,none": 0.028454148277832332,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.456,
"acc_norm_stderr,none": 0.03156328506121339,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.4887640449438202,
"acc_norm_stderr,none": 0.03757281091983851,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.508,
"acc_norm_stderr,none": 0.0316821564314138,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.236,
"acc_norm_stderr,none": 0.026909337594953852,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.168,
"acc_norm_stderr,none": 0.02369281320549259,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.14,
"acc_norm_stderr,none": 0.02198940964524027,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.384,
"acc_norm_stderr,none": 0.030821679117375378,
"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": 0.27348993288590606,
"acc_norm_stderr,none": 0.01292497356644087,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.25757575757575757,
"acc_norm_stderr,none": 0.031156269519646836,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.27289377289377287,
"acc_norm_stderr,none": 0.01908084017198792,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.28125,
"acc_norm_stderr,none": 0.021265785688273954,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.21072088724584104,
"prompt_level_strict_acc_stderr,none": 0.017549801883664246,
"inst_level_strict_acc,none": 0.34532374100719426,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.22920517560073936,
"prompt_level_loose_acc_stderr,none": 0.018087757424955338,
"inst_level_loose_acc,none": 0.3609112709832134,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.05362537764350453,
"exact_match_stderr,none": 0.006107564204852593,
"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": 0.024390243902439025,
"exact_match_stderr,none": 0.013965813032045558,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.030303030303030304,
"exact_match_stderr,none": 0.014977019714308247,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.010714285714285714,
"exact_match_stderr,none": 0.006163684194761597,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.045454545454545456,
"exact_match_stderr,none": 0.016839967582612476,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.13471502590673576,
"exact_match_stderr,none": 0.02463978909770944,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.037037037037037035,
"exact_match_stderr,none": 0.016314377626726044,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.23528922872340424,
"acc_stderr,none": 0.003867218969651554,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.3492063492063492,
"acc_norm_stderr,none": 0.01679365415771096,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.52,
"acc_norm_stderr,none": 0.031660853408495185,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.23828125,
"acc_norm_stderr,none": 0.026679160987075002,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.292,
"acc_norm_stderr,none": 0.028814320402205645,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"acc,none": 0.2521963041502575,
"acc_stderr,none": 0.003750056707689923,
"exact_match,none": 0.05362537764350453,
"exact_match_stderr,none": 0.006107564204852593,
"prompt_level_strict_acc,none": 0.21072088724584104,
"prompt_level_strict_acc_stderr,none": 0.017549801883664246,
"prompt_level_loose_acc,none": 0.22920517560073936,
"prompt_level_loose_acc_stderr,none": 0.018087757424955338,
"inst_level_strict_acc,none": 0.34532374100719426,
"inst_level_strict_acc_stderr,none": "N/A",
"inst_level_loose_acc,none": 0.3609112709832134,
"inst_level_loose_acc_stderr,none": "N/A",
"acc_norm,none": 0.4169575498254701,
"acc_norm_stderr,none": 0.004974680035117713,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.4257679180887372,
"acc_stderr,none": 0.014449464278868802,
"acc_norm,none": 0.47440273037542663,
"acc_norm_stderr,none": 0.01459223088529896,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.4438465544176358,
"acc_norm_stderr,none": 0.006163599514402817,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.876,
"acc_norm_stderr,none": 0.02088638225867326,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.4919786096256685,
"acc_norm_stderr,none": 0.03665706061581777,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.624,
"acc_norm_stderr,none": 0.03069633626739459,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.484,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.32,
"acc_norm_stderr,none": 0.029561724955241044,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.03166998503010742,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.029150213374159673,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.34,
"acc_norm_stderr,none": 0.030020073605457907,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.796,
"acc_norm_stderr,none": 0.025537121574548162,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.356,
"acc_norm_stderr,none": 0.03034368065715321,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.4383561643835616,
"acc_norm_stderr,none": 0.04120596186613955,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.28,
"acc_norm_stderr,none": 0.028454148277832332,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.456,
"acc_norm_stderr,none": 0.03156328506121339,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.4887640449438202,
"acc_norm_stderr,none": 0.03757281091983851,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.508,
"acc_norm_stderr,none": 0.0316821564314138,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.236,
"acc_norm_stderr,none": 0.026909337594953852,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.168,
"acc_norm_stderr,none": 0.02369281320549259,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.14,
"acc_norm_stderr,none": 0.02198940964524027,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.384,
"acc_norm_stderr,none": 0.030821679117375378,
"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": 0.27348993288590606,
"acc_norm_stderr,none": 0.01292497356644087,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.25757575757575757,
"acc_norm_stderr,none": 0.031156269519646836,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.27289377289377287,
"acc_norm_stderr,none": 0.01908084017198792,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.28125,
"acc_norm_stderr,none": 0.021265785688273954,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.21072088724584104,
"prompt_level_strict_acc_stderr,none": 0.017549801883664246,
"inst_level_strict_acc,none": 0.34532374100719426,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.22920517560073936,
"prompt_level_loose_acc_stderr,none": 0.018087757424955338,
"inst_level_loose_acc,none": 0.3609112709832134,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.05362537764350453,
"exact_match_stderr,none": 0.006107564204852593,
"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": 0.024390243902439025,
"exact_match_stderr,none": 0.013965813032045558,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.030303030303030304,
"exact_match_stderr,none": 0.014977019714308247,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.010714285714285714,
"exact_match_stderr,none": 0.006163684194761597,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.045454545454545456,
"exact_match_stderr,none": 0.016839967582612476,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.13471502590673576,
"exact_match_stderr,none": 0.02463978909770944,
"alias": " - leaderboard_math_prealgebra_hard"
},
"leaderboard_math_precalculus_hard": {
"exact_match,none": 0.037037037037037035,
"exact_match_stderr,none": 0.016314377626726044,
"alias": " - leaderboard_math_precalculus_hard"
},
"leaderboard_mmlu_pro": {
"acc,none": 0.23528922872340424,
"acc_stderr,none": 0.003867218969651554,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.3492063492063492,
"acc_norm_stderr,none": 0.01679365415771096,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.52,
"acc_norm_stderr,none": 0.031660853408495185,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.23828125,
"acc_norm_stderr,none": 0.026679160987075002,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.292,
"acc_norm_stderr,none": 0.028814320402205645,
"alias": " - leaderboard_musr_team_allocation"
}
}
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