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Dataset Card for Evaluation run of monsterapi/gemma-2-2b-LoRA-MonsterInstruct
Dataset automatically created during the evaluation run of model monsterapi/gemma-2-2b-LoRA-MonsterInstruct The dataset is composed of 38 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(
"open-llm-leaderboard/monsterapi__gemma-2-2b-LoRA-MonsterInstruct-details",
name="monsterapi__gemma-2-2b-LoRA-MonsterInstruct__leaderboard_bbh_boolean_expressions",
split="latest"
)
Latest results
These are the latest results from run 2024-08-13T06-06-06.413253 (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_strict_acc,none": 0.33086876155268025,
"prompt_level_strict_acc_stderr,none": 0.020248210903192006,
"inst_level_loose_acc,none": 0.46522781774580335,
"inst_level_loose_acc_stderr,none": "N/A",
"inst_level_strict_acc,none": 0.44964028776978415,
"inst_level_strict_acc_stderr,none": "N/A",
"acc,none": 0.19872007978723405,
"acc_stderr,none": 0.003637995376982743,
"acc_norm,none": 0.3481644830717343,
"acc_norm_stderr,none": 0.005148432203759551,
"exact_match,none": 0.009818731117824773,
"exact_match_stderr,none": 0.0027063569962394373,
"prompt_level_loose_acc,none": 0.3438077634011091,
"prompt_level_loose_acc_stderr,none": 0.020439793487859976,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.36226349592084706,
"acc_norm_stderr,none": 0.005948097011318107,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.644,
"acc_norm_stderr,none": 0.030343680657153208,
"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": 0.336,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.524,
"acc_norm_stderr,none": 0.03164968895968782,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.476,
"acc_norm_stderr,none": 0.03164968895968782,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.02534897002097908,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.232,
"acc_norm_stderr,none": 0.02675007037486516,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.164,
"acc_norm_stderr,none": 0.023465261002076753,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.384,
"acc_norm_stderr,none": 0.030821679117375374,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.532,
"acc_norm_stderr,none": 0.03162125257572551,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.612,
"acc_norm_stderr,none": 0.030881038748993915,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.029150213374159673,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.3424657534246575,
"acc_norm_stderr,none": 0.039407942587839764,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.22,
"acc_norm_stderr,none": 0.02625179282460584,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.284,
"acc_norm_stderr,none": 0.028576958730437405,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.284,
"acc_norm_stderr,none": 0.028576958730437394,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.4606741573033708,
"acc_norm_stderr,none": 0.0374658773638787,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.596,
"acc_norm_stderr,none": 0.03109668818482529,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.044,
"acc_norm_stderr,none": 0.012997373846574931,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.168,
"acc_norm_stderr,none": 0.0236928132054926,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.116,
"acc_norm_stderr,none": 0.020293429803083858,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.324,
"acc_norm_stderr,none": 0.02965829492454557,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.484,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2701342281879195,
"acc_norm_stderr,none": 0.01287346059426558,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2828282828282828,
"acc_norm_stderr,none": 0.03208779558786753,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2765567765567766,
"acc_norm_stderr,none": 0.01916002747969244,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.25669642857142855,
"acc_norm_stderr,none": 0.020660425491724702,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.33086876155268025,
"prompt_level_strict_acc_stderr,none": 0.020248210903192006,
"inst_level_strict_acc,none": 0.44964028776978415,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.3438077634011091,
"prompt_level_loose_acc_stderr,none": 0.020439793487859976,
"inst_level_loose_acc,none": 0.46522781774580335,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.009818731117824773,
"exact_match_stderr,none": 0.0027063569962394373,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.02280130293159609,
"exact_match_stderr,none": 0.008533173159537185,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.008130081300813009,
"exact_match_stderr,none": 0.008130081300812993,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.007575757575757576,
"exact_match_stderr,none": 0.007575757575757557,
"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": 0.006493506493506494,
"exact_match_stderr,none": 0.006493506493506494,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.015544041450777202,
"exact_match_stderr,none": 0.008927492715084346,
"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": 0.19872007978723405,
"acc_stderr,none": 0.003637995376982743,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.3637566137566138,
"acc_norm_stderr,none": 0.017019061368106884,
"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": 0.28515625,
"acc_norm_stderr,none": 0.028273327213286358,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.28,
"acc_norm_stderr,none": 0.028454148277832315,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"prompt_level_strict_acc,none": 0.33086876155268025,
"prompt_level_strict_acc_stderr,none": 0.020248210903192006,
"inst_level_loose_acc,none": 0.46522781774580335,
"inst_level_loose_acc_stderr,none": "N/A",
"inst_level_strict_acc,none": 0.44964028776978415,
"inst_level_strict_acc_stderr,none": "N/A",
"acc,none": 0.19872007978723405,
"acc_stderr,none": 0.003637995376982743,
"acc_norm,none": 0.3481644830717343,
"acc_norm_stderr,none": 0.005148432203759551,
"exact_match,none": 0.009818731117824773,
"exact_match_stderr,none": 0.0027063569962394373,
"prompt_level_loose_acc,none": 0.3438077634011091,
"prompt_level_loose_acc_stderr,none": 0.020439793487859976,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.36226349592084706,
"acc_norm_stderr,none": 0.005948097011318107,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.644,
"acc_norm_stderr,none": 0.030343680657153208,
"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": 0.336,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.524,
"acc_norm_stderr,none": 0.03164968895968782,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.476,
"acc_norm_stderr,none": 0.03164968895968782,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.2,
"acc_norm_stderr,none": 0.02534897002097908,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.232,
"acc_norm_stderr,none": 0.02675007037486516,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.164,
"acc_norm_stderr,none": 0.023465261002076753,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.384,
"acc_norm_stderr,none": 0.030821679117375374,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.532,
"acc_norm_stderr,none": 0.03162125257572551,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.612,
"acc_norm_stderr,none": 0.030881038748993915,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.304,
"acc_norm_stderr,none": 0.029150213374159673,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.3424657534246575,
"acc_norm_stderr,none": 0.039407942587839764,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.22,
"acc_norm_stderr,none": 0.02625179282460584,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.284,
"acc_norm_stderr,none": 0.028576958730437405,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.284,
"acc_norm_stderr,none": 0.028576958730437394,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.4606741573033708,
"acc_norm_stderr,none": 0.0374658773638787,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.596,
"acc_norm_stderr,none": 0.03109668818482529,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.044,
"acc_norm_stderr,none": 0.012997373846574931,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.168,
"acc_norm_stderr,none": 0.0236928132054926,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.116,
"acc_norm_stderr,none": 0.020293429803083858,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.324,
"acc_norm_stderr,none": 0.02965829492454557,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.484,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.2701342281879195,
"acc_norm_stderr,none": 0.01287346059426558,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.2828282828282828,
"acc_norm_stderr,none": 0.03208779558786753,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.2765567765567766,
"acc_norm_stderr,none": 0.01916002747969244,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.25669642857142855,
"acc_norm_stderr,none": 0.020660425491724702,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.33086876155268025,
"prompt_level_strict_acc_stderr,none": 0.020248210903192006,
"inst_level_strict_acc,none": 0.44964028776978415,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.3438077634011091,
"prompt_level_loose_acc_stderr,none": 0.020439793487859976,
"inst_level_loose_acc,none": 0.46522781774580335,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.009818731117824773,
"exact_match_stderr,none": 0.0027063569962394373,
"alias": " - leaderboard_math_hard"
},
"leaderboard_math_algebra_hard": {
"exact_match,none": 0.02280130293159609,
"exact_match_stderr,none": 0.008533173159537185,
"alias": " - leaderboard_math_algebra_hard"
},
"leaderboard_math_counting_and_prob_hard": {
"exact_match,none": 0.008130081300813009,
"exact_match_stderr,none": 0.008130081300812993,
"alias": " - leaderboard_math_counting_and_prob_hard"
},
"leaderboard_math_geometry_hard": {
"exact_match,none": 0.007575757575757576,
"exact_match_stderr,none": 0.007575757575757557,
"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": 0.006493506493506494,
"exact_match_stderr,none": 0.006493506493506494,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.015544041450777202,
"exact_match_stderr,none": 0.008927492715084346,
"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": 0.19872007978723405,
"acc_stderr,none": 0.003637995376982743,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.3637566137566138,
"acc_norm_stderr,none": 0.017019061368106884,
"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": 0.28515625,
"acc_norm_stderr,none": 0.028273327213286358,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.28,
"acc_norm_stderr,none": 0.028454148277832315,
"alias": " - leaderboard_musr_team_allocation"
}
}
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