Dataset Card for Evaluation run of stabilityai/stablelm-3b-4e1t
Dataset automatically created during the evaluation run of model stabilityai/stablelm-3b-4e1t 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/stabilityai__stablelm-3b-4e1t-details-private",
name="stabilityai__stablelm-3b-4e1t__leaderboard_arc_challenge",
split="latest"
)
Latest results
These are the latest results from run 2024-06-17T10-37-07.777931 (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_loose_acc,none": 0.1756007393715342,
"prompt_level_loose_acc_stderr,none": 0.016373257312057896,
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.0022529937426918915,
"prompt_level_strict_acc,none": 0.15526802218114602,
"prompt_level_strict_acc_stderr,none": 0.015584884858538138,
"inst_level_loose_acc,none": 0.3069544364508393,
"inst_level_loose_acc_stderr,none": "N/A",
"acc,none": 0.18910936079975765,
"acc_stderr,none": 0.0033513378417068893,
"inst_level_strict_acc,none": 0.2853717026378897,
"inst_level_strict_acc_stderr,none": "N/A",
"acc_norm,none": 0.3508613894831663,
"acc_norm_stderr,none": 0.004812868446681654,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.41723549488054607,
"acc_stderr,none": 0.014409825518403077,
"acc_norm,none": 0.46075085324232085,
"acc_norm_stderr,none": 0.014566303676636588,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.34855059885436557,
"acc_norm_stderr,none": 0.005881992113841852,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.03139181076542941,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.47058823529411764,
"acc_norm_stderr,none": 0.03659829510813268,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.4,
"acc_norm_stderr,none": 0.031046021028253254,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.030186568464511697,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.468,
"acc_norm_stderr,none": 0.031621252575725504,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.324,
"acc_norm_stderr,none": 0.02965829492454557,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.0316364895315444,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.208,
"acc_norm_stderr,none": 0.02572139890141639,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.144,
"acc_norm_stderr,none": 0.022249407735450213,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.328,
"acc_norm_stderr,none": 0.02975239182447539,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.684,
"acc_norm_stderr,none": 0.029462657598578676,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.564,
"acc_norm_stderr,none": 0.03142556706028128,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.176,
"acc_norm_stderr,none": 0.02413349752545711,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.2465753424657534,
"acc_norm_stderr,none": 0.03579404139909799,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.025348970020979085,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.148,
"acc_norm_stderr,none": 0.022503547243806137,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.26,
"acc_norm_stderr,none": 0.027797315752644308,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5449438202247191,
"acc_norm_stderr,none": 0.03743016495716992,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.0316364895315444,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.116,
"acc_norm_stderr,none": 0.020293429803083865,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.148,
"acc_norm_stderr,none": 0.022503547243806144,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.144,
"acc_norm_stderr,none": 0.022249407735450213,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.352,
"acc_norm_stderr,none": 0.030266288057359935,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.512,
"acc_norm_stderr,none": 0.03167708558254708,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.23741610738255034,
"acc_norm_stderr,none": 0.012323374166985562,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.21717171717171718,
"acc_norm_stderr,none": 0.029376616484945633,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2216117216117216,
"acc_norm_stderr,none": 0.01779083190632983,
"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": 0.15526802218114602,
"prompt_level_strict_acc_stderr,none": 0.015584884858538138,
"inst_level_strict_acc,none": 0.2853717026378897,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.1756007393715342,
"prompt_level_loose_acc_stderr,none": 0.016373257312057896,
"inst_level_loose_acc,none": 0.3069544364508393,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.0022529937426918915,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.016260162601626018,
"exact_match_stderr,none": 0.011450452676925666,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.007575757575757576,
"exact_match_stderr,none": 0.0075757575757575595,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"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": 0.02072538860103627,
"exact_match_stderr,none": 0.010281417011909044,
"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": 0.1668882978723404,
"acc_stderr,none": 0.003399489441118588,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.376984126984127,
"acc_norm_stderr,none": 0.01732295180270324,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.27734375,
"acc_norm_stderr,none": 0.02803528549328419,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.352,
"acc_norm_stderr,none": 0.030266288057359925,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"prompt_level_loose_acc,none": 0.1756007393715342,
"prompt_level_loose_acc_stderr,none": 0.016373257312057896,
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.0022529937426918915,
"prompt_level_strict_acc,none": 0.15526802218114602,
"prompt_level_strict_acc_stderr,none": 0.015584884858538138,
"inst_level_loose_acc,none": 0.3069544364508393,
"inst_level_loose_acc_stderr,none": "N/A",
"acc,none": 0.18910936079975765,
"acc_stderr,none": 0.0033513378417068893,
"inst_level_strict_acc,none": 0.2853717026378897,
"inst_level_strict_acc_stderr,none": "N/A",
"acc_norm,none": 0.3508613894831663,
"acc_norm_stderr,none": 0.004812868446681654,
"alias": "leaderboard"
},
"leaderboard_arc_challenge": {
"acc,none": 0.41723549488054607,
"acc_stderr,none": 0.014409825518403077,
"acc_norm,none": 0.46075085324232085,
"acc_norm_stderr,none": 0.014566303676636588,
"alias": " - leaderboard_arc_challenge"
},
"leaderboard_bbh": {
"acc_norm,none": 0.34855059885436557,
"acc_norm_stderr,none": 0.005881992113841852,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.568,
"acc_norm_stderr,none": 0.03139181076542941,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.47058823529411764,
"acc_norm_stderr,none": 0.03659829510813268,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.4,
"acc_norm_stderr,none": 0.031046021028253254,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.030186568464511697,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.468,
"acc_norm_stderr,none": 0.031621252575725504,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.324,
"acc_norm_stderr,none": 0.02965829492454557,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.0316364895315444,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.208,
"acc_norm_stderr,none": 0.02572139890141639,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.144,
"acc_norm_stderr,none": 0.022249407735450213,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.328,
"acc_norm_stderr,none": 0.02975239182447539,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.684,
"acc_norm_stderr,none": 0.029462657598578676,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.564,
"acc_norm_stderr,none": 0.03142556706028128,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.176,
"acc_norm_stderr,none": 0.02413349752545711,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.2465753424657534,
"acc_norm_stderr,none": 0.03579404139909799,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.025348970020979085,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.148,
"acc_norm_stderr,none": 0.022503547243806137,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.26,
"acc_norm_stderr,none": 0.027797315752644308,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5449438202247191,
"acc_norm_stderr,none": 0.03743016495716992,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.528,
"acc_norm_stderr,none": 0.0316364895315444,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.116,
"acc_norm_stderr,none": 0.020293429803083865,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.148,
"acc_norm_stderr,none": 0.022503547243806144,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.144,
"acc_norm_stderr,none": 0.022249407735450213,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.352,
"acc_norm_stderr,none": 0.030266288057359935,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.512,
"acc_norm_stderr,none": 0.03167708558254708,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.23741610738255034,
"acc_norm_stderr,none": 0.012323374166985562,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.21717171717171718,
"acc_norm_stderr,none": 0.029376616484945633,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2216117216117216,
"acc_norm_stderr,none": 0.01779083190632983,
"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": 0.15526802218114602,
"prompt_level_strict_acc_stderr,none": 0.015584884858538138,
"inst_level_strict_acc,none": 0.2853717026378897,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.1756007393715342,
"prompt_level_loose_acc_stderr,none": 0.016373257312057896,
"inst_level_loose_acc,none": 0.3069544364508393,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.006797583081570997,
"exact_match_stderr,none": 0.0022529937426918915,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.016260162601626018,
"exact_match_stderr,none": 0.011450452676925666,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.007575757575757576,
"exact_match_stderr,none": 0.0075757575757575595,
"alias": " - leaderboard_math_geometry_hard"
},
"leaderboard_math_intermediate_algebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"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": 0.02072538860103627,
"exact_match_stderr,none": 0.010281417011909044,
"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": 0.1668882978723404,
"acc_stderr,none": 0.003399489441118588,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.376984126984127,
"acc_norm_stderr,none": 0.01732295180270324,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.27734375,
"acc_norm_stderr,none": 0.02803528549328419,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.352,
"acc_norm_stderr,none": 0.030266288057359925,
"alias": " - leaderboard_musr_team_allocation"
}
}
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