Dataset Card for Evaluation run of tanliboy/lambda-gemma-2-9b-dpo
Dataset automatically created during the evaluation run of model tanliboy/lambda-gemma-2-9b-dpo The dataset is composed of 38 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(
"open-llm-leaderboard/tanliboy__lambda-gemma-2-9b-dpo-details",
name="tanliboy__lambda-gemma-2-9b-dpo__leaderboard_bbh_boolean_expressions",
split="latest"
)
Latest results
These are the latest results from run 2024-09-18T14-38-51.671058 (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": {
"inst_level_strict_acc,none": 0.20503597122302158,
"inst_level_strict_acc_stderr,none": "N/A",
"acc_norm,none": 0.49708133350629136,
"acc_norm_stderr,none": 0.0053565715783331115,
"prompt_level_strict_acc,none": 0.16081330868761554,
"prompt_level_strict_acc_stderr,none": 0.0158085998886071,
"acc,none": 0.3804853723404255,
"acc_stderr,none": 0.004426331147661407,
"inst_level_loose_acc,none": 0.21342925659472423,
"inst_level_loose_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.17005545286506468,
"prompt_level_loose_acc_stderr,none": 0.016166758064800234,
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.5478215587571602,
"acc_norm_stderr,none": 0.006191950808697547,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.832,
"acc_norm_stderr,none": 0.023692813205492585,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.6417112299465241,
"acc_norm_stderr,none": 0.03515846823665027,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.676,
"acc_norm_stderr,none": 0.029658294924545577,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.608,
"acc_norm_stderr,none": 0.030938207620401195,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.464,
"acc_norm_stderr,none": 0.03160397514522374,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.029933259094191512,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.672,
"acc_norm_stderr,none": 0.02975239182447538,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.029933259094191516,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.224,
"acc_norm_stderr,none": 0.026421361687347905,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.541095890410959,
"acc_norm_stderr,none": 0.041382249050673066,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375374,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.64,
"acc_norm_stderr,none": 0.03041876402517498,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.52,
"acc_norm_stderr,none": 0.031660853408495185,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5561797752808989,
"acc_norm_stderr,none": 0.03734431584194242,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.828,
"acc_norm_stderr,none": 0.023915513944486218,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.572,
"acc_norm_stderr,none": 0.0313559689237726,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.208,
"acc_norm_stderr,none": 0.02572139890141639,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.22,
"acc_norm_stderr,none": 0.026251792824605845,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.030186568464511683,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.3104026845637584,
"acc_norm_stderr,none": 0.013415411058042965,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.3282828282828283,
"acc_norm_stderr,none": 0.03345678422756777,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.3058608058608059,
"acc_norm_stderr,none": 0.0197372638436748,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.3080357142857143,
"acc_norm_stderr,none": 0.02183678079636641,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.16081330868761554,
"prompt_level_strict_acc_stderr,none": 0.0158085998886071,
"inst_level_strict_acc,none": 0.20503597122302158,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.17005545286506468,
"prompt_level_loose_acc_stderr,none": 0.016166758064800234,
"inst_level_loose_acc,none": 0.21342925659472423,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"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": 0.0,
"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": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"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": 0.3804853723404255,
"acc_stderr,none": 0.004426331147661407,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.40476190476190477,
"acc_norm_stderr,none": 0.017597456893521858,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.512,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.296875,
"acc_norm_stderr,none": 0.028610997088737832,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.408,
"acc_norm_stderr,none": 0.031145209846548512,
"alias": " - leaderboard_musr_team_allocation"
}
},
"leaderboard": {
"inst_level_strict_acc,none": 0.20503597122302158,
"inst_level_strict_acc_stderr,none": "N/A",
"acc_norm,none": 0.49708133350629136,
"acc_norm_stderr,none": 0.0053565715783331115,
"prompt_level_strict_acc,none": 0.16081330868761554,
"prompt_level_strict_acc_stderr,none": 0.0158085998886071,
"acc,none": 0.3804853723404255,
"acc_stderr,none": 0.004426331147661407,
"inst_level_loose_acc,none": 0.21342925659472423,
"inst_level_loose_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.17005545286506468,
"prompt_level_loose_acc_stderr,none": 0.016166758064800234,
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": "leaderboard"
},
"leaderboard_bbh": {
"acc_norm,none": 0.5478215587571602,
"acc_norm_stderr,none": 0.006191950808697547,
"alias": " - leaderboard_bbh"
},
"leaderboard_bbh_boolean_expressions": {
"acc_norm,none": 0.832,
"acc_norm_stderr,none": 0.023692813205492585,
"alias": " - leaderboard_bbh_boolean_expressions"
},
"leaderboard_bbh_causal_judgement": {
"acc_norm,none": 0.6417112299465241,
"acc_norm_stderr,none": 0.03515846823665027,
"alias": " - leaderboard_bbh_causal_judgement"
},
"leaderboard_bbh_date_understanding": {
"acc_norm,none": 0.488,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_bbh_date_understanding"
},
"leaderboard_bbh_disambiguation_qa": {
"acc_norm,none": 0.676,
"acc_norm_stderr,none": 0.029658294924545577,
"alias": " - leaderboard_bbh_disambiguation_qa"
},
"leaderboard_bbh_formal_fallacies": {
"acc_norm,none": 0.608,
"acc_norm_stderr,none": 0.030938207620401195,
"alias": " - leaderboard_bbh_formal_fallacies"
},
"leaderboard_bbh_geometric_shapes": {
"acc_norm,none": 0.464,
"acc_norm_stderr,none": 0.03160397514522374,
"alias": " - leaderboard_bbh_geometric_shapes"
},
"leaderboard_bbh_hyperbaton": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.029933259094191512,
"alias": " - leaderboard_bbh_hyperbaton"
},
"leaderboard_bbh_logical_deduction_five_objects": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_five_objects"
},
"leaderboard_bbh_logical_deduction_seven_objects": {
"acc_norm,none": 0.504,
"acc_norm_stderr,none": 0.031685198551199154,
"alias": " - leaderboard_bbh_logical_deduction_seven_objects"
},
"leaderboard_bbh_logical_deduction_three_objects": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.02993325909419152,
"alias": " - leaderboard_bbh_logical_deduction_three_objects"
},
"leaderboard_bbh_movie_recommendation": {
"acc_norm,none": 0.672,
"acc_norm_stderr,none": 0.02975239182447538,
"alias": " - leaderboard_bbh_movie_recommendation"
},
"leaderboard_bbh_navigate": {
"acc_norm,none": 0.664,
"acc_norm_stderr,none": 0.029933259094191516,
"alias": " - leaderboard_bbh_navigate"
},
"leaderboard_bbh_object_counting": {
"acc_norm,none": 0.224,
"acc_norm_stderr,none": 0.026421361687347905,
"alias": " - leaderboard_bbh_object_counting"
},
"leaderboard_bbh_penguins_in_a_table": {
"acc_norm,none": 0.541095890410959,
"acc_norm_stderr,none": 0.041382249050673066,
"alias": " - leaderboard_bbh_penguins_in_a_table"
},
"leaderboard_bbh_reasoning_about_colored_objects": {
"acc_norm,none": 0.616,
"acc_norm_stderr,none": 0.030821679117375374,
"alias": " - leaderboard_bbh_reasoning_about_colored_objects"
},
"leaderboard_bbh_ruin_names": {
"acc_norm,none": 0.64,
"acc_norm_stderr,none": 0.03041876402517498,
"alias": " - leaderboard_bbh_ruin_names"
},
"leaderboard_bbh_salient_translation_error_detection": {
"acc_norm,none": 0.52,
"acc_norm_stderr,none": 0.031660853408495185,
"alias": " - leaderboard_bbh_salient_translation_error_detection"
},
"leaderboard_bbh_snarks": {
"acc_norm,none": 0.5561797752808989,
"acc_norm_stderr,none": 0.03734431584194242,
"alias": " - leaderboard_bbh_snarks"
},
"leaderboard_bbh_sports_understanding": {
"acc_norm,none": 0.828,
"acc_norm_stderr,none": 0.023915513944486218,
"alias": " - leaderboard_bbh_sports_understanding"
},
"leaderboard_bbh_temporal_sequences": {
"acc_norm,none": 0.572,
"acc_norm_stderr,none": 0.0313559689237726,
"alias": " - leaderboard_bbh_temporal_sequences"
},
"leaderboard_bbh_tracking_shuffled_objects_five_objects": {
"acc_norm,none": 0.208,
"acc_norm_stderr,none": 0.02572139890141639,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_five_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
"acc_norm,none": 0.22,
"acc_norm_stderr,none": 0.026251792824605845,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
},
"leaderboard_bbh_tracking_shuffled_objects_three_objects": {
"acc_norm,none": 0.348,
"acc_norm_stderr,none": 0.030186568464511683,
"alias": " - leaderboard_bbh_tracking_shuffled_objects_three_objects"
},
"leaderboard_bbh_web_of_lies": {
"acc_norm,none": 0.516,
"acc_norm_stderr,none": 0.031669985030107414,
"alias": " - leaderboard_bbh_web_of_lies"
},
"leaderboard_gpqa": {
"acc_norm,none": 0.3104026845637584,
"acc_norm_stderr,none": 0.013415411058042965,
"alias": " - leaderboard_gpqa"
},
"leaderboard_gpqa_diamond": {
"acc_norm,none": 0.3282828282828283,
"acc_norm_stderr,none": 0.03345678422756777,
"alias": " - leaderboard_gpqa_diamond"
},
"leaderboard_gpqa_extended": {
"acc_norm,none": 0.3058608058608059,
"acc_norm_stderr,none": 0.0197372638436748,
"alias": " - leaderboard_gpqa_extended"
},
"leaderboard_gpqa_main": {
"acc_norm,none": 0.3080357142857143,
"acc_norm_stderr,none": 0.02183678079636641,
"alias": " - leaderboard_gpqa_main"
},
"leaderboard_ifeval": {
"prompt_level_strict_acc,none": 0.16081330868761554,
"prompt_level_strict_acc_stderr,none": 0.0158085998886071,
"inst_level_strict_acc,none": 0.20503597122302158,
"inst_level_strict_acc_stderr,none": "N/A",
"prompt_level_loose_acc,none": 0.17005545286506468,
"prompt_level_loose_acc_stderr,none": 0.016166758064800234,
"inst_level_loose_acc,none": 0.21342925659472423,
"inst_level_loose_acc_stderr,none": "N/A",
"alias": " - leaderboard_ifeval"
},
"leaderboard_math_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"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": 0.0,
"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": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_intermediate_algebra_hard"
},
"leaderboard_math_num_theory_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"alias": " - leaderboard_math_num_theory_hard"
},
"leaderboard_math_prealgebra_hard": {
"exact_match,none": 0.0,
"exact_match_stderr,none": 0.0,
"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": 0.3804853723404255,
"acc_stderr,none": 0.004426331147661407,
"alias": " - leaderboard_mmlu_pro"
},
"leaderboard_musr": {
"acc_norm,none": 0.40476190476190477,
"acc_norm_stderr,none": 0.017597456893521858,
"alias": " - leaderboard_musr"
},
"leaderboard_musr_murder_mysteries": {
"acc_norm,none": 0.512,
"acc_norm_stderr,none": 0.03167708558254709,
"alias": " - leaderboard_musr_murder_mysteries"
},
"leaderboard_musr_object_placements": {
"acc_norm,none": 0.296875,
"acc_norm_stderr,none": 0.028610997088737832,
"alias": " - leaderboard_musr_object_placements"
},
"leaderboard_musr_team_allocation": {
"acc_norm,none": 0.408,
"acc_norm_stderr,none": 0.031145209846548512,
"alias": " - leaderboard_musr_team_allocation"
}
}
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