open-llm-leaderboard/NousResearch__Yarn-Llama-2-7b-128k-details

Dataset Card for Evaluation run of NousResearch/Yarn-Llama-2-7b-128k

Dataset automatically created during the evaluation run of model NousResearch/Yarn-Llama-2-7b-128k 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/NousResearch__Yarn-Llama-2-7b-128k-details-private",
    name="NousResearch__Yarn-Llama-2-7b-128k__leaderboard_arc_challenge",
    split="latest"
)

Latest results

These are the latest results from run 2024-06-17T10-49-14.674577 (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": 0.11829944547134935,
            "prompt_level_strict_acc_stderr,none": 0.01389808717670658,
            "acc_norm,none": 0.34680779191532485,
            "acc_norm_stderr,none": 0.004815208261979831,
            "inst_level_strict_acc,none": 0.17865707434052758,
            "inst_level_strict_acc_stderr,none": "N/A",
            "exact_match,none": 0.0075528700906344415,
            "exact_match_stderr,none": 0.002378587960090111,
            "acc,none": 0.20667979400181763,
            "acc_stderr,none": 0.003439233253351853,
            "prompt_level_loose_acc,none": 0.1256931608133087,
            "prompt_level_loose_acc_stderr,none": 0.014265627567173856,
            "inst_level_loose_acc,none": 0.18225419664268586,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": "leaderboard"
        },
        "leaderboard_arc_challenge": {
            "acc,none": 0.48976109215017066,
            "acc_stderr,none": 0.014608326906285012,
            "acc_norm,none": 0.523037542662116,
            "acc_norm_stderr,none": 0.014595873205358267,
            "alias": " - leaderboard_arc_challenge"
        },
        "leaderboard_bbh": {
            "acc_norm,none": 0.3225134525256032,
            "acc_norm_stderr,none": 0.005851342043318244,
            "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": 0.5080213903743316,
            "acc_norm_stderr,none": 0.03665706061581778,
            "alias": "  - leaderboard_bbh_causal_judgement"
        },
        "leaderboard_bbh_date_understanding": {
            "acc_norm,none": 0.292,
            "acc_norm_stderr,none": 0.028814320402205627,
            "alias": "  - leaderboard_bbh_date_understanding"
        },
        "leaderboard_bbh_disambiguation_qa": {
            "acc_norm,none": 0.44,
            "acc_norm_stderr,none": 0.031457244522235715,
            "alias": "  - leaderboard_bbh_disambiguation_qa"
        },
        "leaderboard_bbh_formal_fallacies": {
            "acc_norm,none": 0.472,
            "acc_norm_stderr,none": 0.0316364895315444,
            "alias": "  - leaderboard_bbh_formal_fallacies"
        },
        "leaderboard_bbh_geometric_shapes": {
            "acc_norm,none": 0.124,
            "acc_norm_stderr,none": 0.02088638225867326,
            "alias": "  - leaderboard_bbh_geometric_shapes"
        },
        "leaderboard_bbh_hyperbaton": {
            "acc_norm,none": 0.484,
            "acc_norm_stderr,none": 0.031669985030107414,
            "alias": "  - leaderboard_bbh_hyperbaton"
        },
        "leaderboard_bbh_logical_deduction_five_objects": {
            "acc_norm,none": 0.228,
            "acc_norm_stderr,none": 0.026587432487268477,
            "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
        },
        "leaderboard_bbh_logical_deduction_seven_objects": {
            "acc_norm,none": 0.132,
            "acc_norm_stderr,none": 0.0214509808240381,
            "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
        },
        "leaderboard_bbh_logical_deduction_three_objects": {
            "acc_norm,none": 0.336,
            "acc_norm_stderr,none": 0.029933259094191516,
            "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
        },
        "leaderboard_bbh_movie_recommendation": {
            "acc_norm,none": 0.332,
            "acc_norm_stderr,none": 0.029844039047465905,
            "alias": "  - leaderboard_bbh_movie_recommendation"
        },
        "leaderboard_bbh_navigate": {
            "acc_norm,none": 0.42,
            "acc_norm_stderr,none": 0.03127799950463661,
            "alias": "  - leaderboard_bbh_navigate"
        },
        "leaderboard_bbh_object_counting": {
            "acc_norm,none": 0.372,
            "acc_norm_stderr,none": 0.030630325944558317,
            "alias": "  - leaderboard_bbh_object_counting"
        },
        "leaderboard_bbh_penguins_in_a_table": {
            "acc_norm,none": 0.2465753424657534,
            "acc_norm_stderr,none": 0.03579404139909798,
            "alias": "  - leaderboard_bbh_penguins_in_a_table"
        },
        "leaderboard_bbh_reasoning_about_colored_objects": {
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068744,
            "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
        },
        "leaderboard_bbh_ruin_names": {
            "acc_norm,none": 0.164,
            "acc_norm_stderr,none": 0.023465261002076753,
            "alias": "  - leaderboard_bbh_ruin_names"
        },
        "leaderboard_bbh_salient_translation_error_detection": {
            "acc_norm,none": 0.224,
            "acc_norm_stderr,none": 0.02642136168734791,
            "alias": "  - leaderboard_bbh_salient_translation_error_detection"
        },
        "leaderboard_bbh_snarks": {
            "acc_norm,none": 0.4606741573033708,
            "acc_norm_stderr,none": 0.03746587736387869,
            "alias": "  - leaderboard_bbh_snarks"
        },
        "leaderboard_bbh_sports_understanding": {
            "acc_norm,none": 0.584,
            "acc_norm_stderr,none": 0.03123585623701455,
            "alias": "  - leaderboard_bbh_sports_understanding"
        },
        "leaderboard_bbh_temporal_sequences": {
            "acc_norm,none": 0.156,
            "acc_norm_stderr,none": 0.022995023034068737,
            "alias": "  - leaderboard_bbh_temporal_sequences"
        },
        "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
            "acc_norm,none": 0.176,
            "acc_norm_stderr,none": 0.024133497525457105,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
            "acc_norm,none": 0.128,
            "acc_norm_stderr,none": 0.021172081336336485,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
        },
        "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
            "acc_norm,none": 0.304,
            "acc_norm_stderr,none": 0.029150213374159677,
            "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
        },
        "leaderboard_bbh_web_of_lies": {
            "acc_norm,none": 0.488,
            "acc_norm_stderr,none": 0.03167708558254709,
            "alias": "  - leaderboard_bbh_web_of_lies"
        },
        "leaderboard_gpqa": {
            "acc_norm,none": 0.2600671140939597,
            "acc_norm_stderr,none": 0.012721152412782509,
            "alias": " - leaderboard_gpqa"
        },
        "leaderboard_gpqa_diamond": {
            "acc_norm,none": 0.26262626262626265,
            "acc_norm_stderr,none": 0.03135305009533086,
            "alias": "  - leaderboard_gpqa_diamond"
        },
        "leaderboard_gpqa_extended": {
            "acc_norm,none": 0.26373626373626374,
            "acc_norm_stderr,none": 0.01887571358037249,
            "alias": "  - leaderboard_gpqa_extended"
        },
        "leaderboard_gpqa_main": {
            "acc_norm,none": 0.2544642857142857,
            "acc_norm_stderr,none": 0.02060126475832285,
            "alias": "  - leaderboard_gpqa_main"
        },
        "leaderboard_ifeval": {
            "prompt_level_strict_acc,none": 0.11829944547134935,
            "prompt_level_strict_acc_stderr,none": 0.013898087176706582,
            "inst_level_strict_acc,none": 0.17865707434052758,
            "inst_level_strict_acc_stderr,none": "N/A",
            "prompt_level_loose_acc,none": 0.1256931608133087,
            "prompt_level_loose_acc_stderr,none": 0.014265627567173856,
            "inst_level_loose_acc,none": 0.18225419664268586,
            "inst_level_loose_acc_stderr,none": "N/A",
            "alias": " - leaderboard_ifeval"
        },
        "leaderboard_math_hard": {
            "exact_match,none": 0.0075528700906344415,
            "exact_match_stderr,none": 0.002378587960090111,
            "alias": " - leaderboard_math_hard"
        },
        "leaderboard_math_algebra_hard": {
            "exact_match,none": 0.003257328990228013,
            "exact_match_stderr,none": 0.003257328990228003,
            "alias": "  - leaderboard_math_algebra_hard"
        },
        "leaderboard_math_counting_and_prob_hard": {
            "exact_match,none": 0.008130081300813009,
            "exact_match_stderr,none": 0.008130081300812999,
            "alias": "  - leaderboard_math_counting_and_prob_hard"
        },
        "leaderboard_math_geometry_hard": {
            "exact_match,none": 0.015151515151515152,
            "exact_match_stderr,none": 0.010672768637174753,
            "alias": "  - leaderboard_math_geometry_hard"
        },
        "leaderboard_math_intermediate_algebra_hard": {
            "exact_match,none": 0.0035714285714285713,
            "exact_match_stderr,none": 0.0035714285714285657,
            "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": 0.02072538860103627,
            "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": 0.1791057180851064,
            "acc_stderr,none": 0.0034958072400884457,
            "alias": " - leaderboard_mmlu_pro"
        },
        "leaderboard_musr": {
            "acc_norm,none": 0.3955026455026455,
            "acc_norm_stderr,none": 0.017240999801487123,
            "alias": " - leaderboard_musr"
        },
        "leaderboard_musr_murder_mysteries": {
            "acc_norm,none": 0.548,
            "acc_norm_stderr,none": 0.031539864492556614,
            "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": 0.396,
            "acc_norm_stderr,none": 0.03099319785457785,
            "alias": "  - leaderboard_musr_team_allocation"
        }
    },
    "leaderboard": {
        "prompt_level_strict_acc,none": 0.11829944547134935,
        "prompt_level_strict_acc_stderr,none": 0.01389808717670658,
        "acc_norm,none": 0.34680779191532485,
        "acc_norm_stderr,none": 0.004815208261979831,
        "inst_level_strict_acc,none": 0.17865707434052758,
        "inst_level_strict_acc_stderr,none": "N/A",
        "exact_match,none": 0.0075528700906344415,
        "exact_match_stderr,none": 0.002378587960090111,
        "acc,none": 0.20667979400181763,
        "acc_stderr,none": 0.003439233253351853,
        "prompt_level_loose_acc,none": 0.1256931608133087,
        "prompt_level_loose_acc_stderr,none": 0.014265627567173856,
        "inst_level_loose_acc,none": 0.18225419664268586,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": "leaderboard"
    },
    "leaderboard_arc_challenge": {
        "acc,none": 0.48976109215017066,
        "acc_stderr,none": 0.014608326906285012,
        "acc_norm,none": 0.523037542662116,
        "acc_norm_stderr,none": 0.014595873205358267,
        "alias": " - leaderboard_arc_challenge"
    },
    "leaderboard_bbh": {
        "acc_norm,none": 0.3225134525256032,
        "acc_norm_stderr,none": 0.005851342043318244,
        "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": 0.5080213903743316,
        "acc_norm_stderr,none": 0.03665706061581778,
        "alias": "  - leaderboard_bbh_causal_judgement"
    },
    "leaderboard_bbh_date_understanding": {
        "acc_norm,none": 0.292,
        "acc_norm_stderr,none": 0.028814320402205627,
        "alias": "  - leaderboard_bbh_date_understanding"
    },
    "leaderboard_bbh_disambiguation_qa": {
        "acc_norm,none": 0.44,
        "acc_norm_stderr,none": 0.031457244522235715,
        "alias": "  - leaderboard_bbh_disambiguation_qa"
    },
    "leaderboard_bbh_formal_fallacies": {
        "acc_norm,none": 0.472,
        "acc_norm_stderr,none": 0.0316364895315444,
        "alias": "  - leaderboard_bbh_formal_fallacies"
    },
    "leaderboard_bbh_geometric_shapes": {
        "acc_norm,none": 0.124,
        "acc_norm_stderr,none": 0.02088638225867326,
        "alias": "  - leaderboard_bbh_geometric_shapes"
    },
    "leaderboard_bbh_hyperbaton": {
        "acc_norm,none": 0.484,
        "acc_norm_stderr,none": 0.031669985030107414,
        "alias": "  - leaderboard_bbh_hyperbaton"
    },
    "leaderboard_bbh_logical_deduction_five_objects": {
        "acc_norm,none": 0.228,
        "acc_norm_stderr,none": 0.026587432487268477,
        "alias": "  - leaderboard_bbh_logical_deduction_five_objects"
    },
    "leaderboard_bbh_logical_deduction_seven_objects": {
        "acc_norm,none": 0.132,
        "acc_norm_stderr,none": 0.0214509808240381,
        "alias": "  - leaderboard_bbh_logical_deduction_seven_objects"
    },
    "leaderboard_bbh_logical_deduction_three_objects": {
        "acc_norm,none": 0.336,
        "acc_norm_stderr,none": 0.029933259094191516,
        "alias": "  - leaderboard_bbh_logical_deduction_three_objects"
    },
    "leaderboard_bbh_movie_recommendation": {
        "acc_norm,none": 0.332,
        "acc_norm_stderr,none": 0.029844039047465905,
        "alias": "  - leaderboard_bbh_movie_recommendation"
    },
    "leaderboard_bbh_navigate": {
        "acc_norm,none": 0.42,
        "acc_norm_stderr,none": 0.03127799950463661,
        "alias": "  - leaderboard_bbh_navigate"
    },
    "leaderboard_bbh_object_counting": {
        "acc_norm,none": 0.372,
        "acc_norm_stderr,none": 0.030630325944558317,
        "alias": "  - leaderboard_bbh_object_counting"
    },
    "leaderboard_bbh_penguins_in_a_table": {
        "acc_norm,none": 0.2465753424657534,
        "acc_norm_stderr,none": 0.03579404139909798,
        "alias": "  - leaderboard_bbh_penguins_in_a_table"
    },
    "leaderboard_bbh_reasoning_about_colored_objects": {
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068744,
        "alias": "  - leaderboard_bbh_reasoning_about_colored_objects"
    },
    "leaderboard_bbh_ruin_names": {
        "acc_norm,none": 0.164,
        "acc_norm_stderr,none": 0.023465261002076753,
        "alias": "  - leaderboard_bbh_ruin_names"
    },
    "leaderboard_bbh_salient_translation_error_detection": {
        "acc_norm,none": 0.224,
        "acc_norm_stderr,none": 0.02642136168734791,
        "alias": "  - leaderboard_bbh_salient_translation_error_detection"
    },
    "leaderboard_bbh_snarks": {
        "acc_norm,none": 0.4606741573033708,
        "acc_norm_stderr,none": 0.03746587736387869,
        "alias": "  - leaderboard_bbh_snarks"
    },
    "leaderboard_bbh_sports_understanding": {
        "acc_norm,none": 0.584,
        "acc_norm_stderr,none": 0.03123585623701455,
        "alias": "  - leaderboard_bbh_sports_understanding"
    },
    "leaderboard_bbh_temporal_sequences": {
        "acc_norm,none": 0.156,
        "acc_norm_stderr,none": 0.022995023034068737,
        "alias": "  - leaderboard_bbh_temporal_sequences"
    },
    "leaderboard_bbh_tracking_shuffled_objects_five_objects": {
        "acc_norm,none": 0.176,
        "acc_norm_stderr,none": 0.024133497525457105,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_five_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_seven_objects": {
        "acc_norm,none": 0.128,
        "acc_norm_stderr,none": 0.021172081336336485,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_seven_objects"
    },
    "leaderboard_bbh_tracking_shuffled_objects_three_objects": {
        "acc_norm,none": 0.304,
        "acc_norm_stderr,none": 0.029150213374159677,
        "alias": "  - leaderboard_bbh_tracking_shuffled_objects_three_objects"
    },
    "leaderboard_bbh_web_of_lies": {
        "acc_norm,none": 0.488,
        "acc_norm_stderr,none": 0.03167708558254709,
        "alias": "  - leaderboard_bbh_web_of_lies"
    },
    "leaderboard_gpqa": {
        "acc_norm,none": 0.2600671140939597,
        "acc_norm_stderr,none": 0.012721152412782509,
        "alias": " - leaderboard_gpqa"
    },
    "leaderboard_gpqa_diamond": {
        "acc_norm,none": 0.26262626262626265,
        "acc_norm_stderr,none": 0.03135305009533086,
        "alias": "  - leaderboard_gpqa_diamond"
    },
    "leaderboard_gpqa_extended": {
        "acc_norm,none": 0.26373626373626374,
        "acc_norm_stderr,none": 0.01887571358037249,
        "alias": "  - leaderboard_gpqa_extended"
    },
    "leaderboard_gpqa_main": {
        "acc_norm,none": 0.2544642857142857,
        "acc_norm_stderr,none": 0.02060126475832285,
        "alias": "  - leaderboard_gpqa_main"
    },
    "leaderboard_ifeval": {
        "prompt_level_strict_acc,none": 0.11829944547134935,
        "prompt_level_strict_acc_stderr,none": 0.013898087176706582,
        "inst_level_strict_acc,none": 0.17865707434052758,
        "inst_level_strict_acc_stderr,none": "N/A",
        "prompt_level_loose_acc,none": 0.1256931608133087,
        "prompt_level_loose_acc_stderr,none": 0.014265627567173856,
        "inst_level_loose_acc,none": 0.18225419664268586,
        "inst_level_loose_acc_stderr,none": "N/A",
        "alias": " - leaderboard_ifeval"
    },
    "leaderboard_math_hard": {
        "exact_match,none": 0.0075528700906344415,
        "exact_match_stderr,none": 0.002378587960090111,
        "alias": " - leaderboard_math_hard"
    },
    "leaderboard_math_algebra_hard": {
        "exact_match,none": 0.003257328990228013,
        "exact_match_stderr,none": 0.003257328990228003,
        "alias": "  - leaderboard_math_algebra_hard"
    },
    "leaderboard_math_counting_and_prob_hard": {
        "exact_match,none": 0.008130081300813009,
        "exact_match_stderr,none": 0.008130081300812999,
        "alias": "  - leaderboard_math_counting_and_prob_hard"
    },
    "leaderboard_math_geometry_hard": {
        "exact_match,none": 0.015151515151515152,
        "exact_match_stderr,none": 0.010672768637174753,
        "alias": "  - leaderboard_math_geometry_hard"
    },
    "leaderboard_math_intermediate_algebra_hard": {
        "exact_match,none": 0.0035714285714285713,
        "exact_match_stderr,none": 0.0035714285714285657,
        "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": 0.02072538860103627,
        "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": 0.1791057180851064,
        "acc_stderr,none": 0.0034958072400884457,
        "alias": " - leaderboard_mmlu_pro"
    },
    "leaderboard_musr": {
        "acc_norm,none": 0.3955026455026455,
        "acc_norm_stderr,none": 0.017240999801487123,
        "alias": " - leaderboard_musr"
    },
    "leaderboard_musr_murder_mysteries": {
        "acc_norm,none": 0.548,
        "acc_norm_stderr,none": 0.031539864492556614,
        "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": 0.396,
        "acc_norm_stderr,none": 0.03099319785457785,
        "alias": "  - leaderboard_musr_team_allocation"
    }
}

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