{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.2525597269624573, "acc_stderr": 0.012696728980207708, "acc_norm": 0.31399317406143346, "acc_norm_stderr": 0.013562691224726304 }, "harness|ko_hellaswag|10": { "acc": 0.32752439753037244, "acc_stderr": 0.004683511716552236, "acc_norm": 0.40967934674367656, "acc_norm_stderr": 0.0049076947279356915 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.42105263157894735, "acc_stderr": 0.037867207062342145, "acc_norm": 0.42105263157894735, "acc_norm_stderr": 0.037867207062342145 }, "harness|ko_mmlu_management|5": { "acc": 0.2912621359223301, "acc_stderr": 0.044986763205729224, "acc_norm": 0.2912621359223301, "acc_norm_stderr": 0.044986763205729224 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.36015325670498083, "acc_stderr": 0.0171663624713693, "acc_norm": 0.36015325670498083, "acc_norm_stderr": 0.0171663624713693 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.28888888888888886, "acc_stderr": 0.0391545063041425, "acc_norm": 0.28888888888888886, "acc_norm_stderr": 0.0391545063041425 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.37, "acc_stderr": 0.048523658709391, "acc_norm": 0.37, "acc_norm_stderr": 0.048523658709391 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.3659574468085106, "acc_stderr": 0.0314895582974553, "acc_norm": 0.3659574468085106, "acc_norm_stderr": 0.0314895582974553 }, "harness|ko_mmlu_virology|5": { "acc": 0.28313253012048195, "acc_stderr": 0.03507295431370518, "acc_norm": 0.28313253012048195, "acc_norm_stderr": 0.03507295431370518 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.33762057877813506, "acc_stderr": 0.026858825879488544, "acc_norm": 0.33762057877813506, "acc_norm_stderr": 0.026858825879488544 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.34977578475336324, "acc_stderr": 0.03200736719484503, "acc_norm": 0.34977578475336324, "acc_norm_stderr": 0.03200736719484503 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.32061068702290074, "acc_stderr": 0.04093329229834278, "acc_norm": 0.32061068702290074, "acc_norm_stderr": 0.04093329229834278 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.36, "acc_stderr": 0.04824181513244218, "acc_norm": 0.36, "acc_norm_stderr": 0.04824181513244218 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.3383838383838384, "acc_stderr": 0.03371124142626303, "acc_norm": 0.3383838383838384, "acc_norm_stderr": 0.03371124142626303 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.5379310344827586, "acc_stderr": 0.04154659671707548, "acc_norm": 0.5379310344827586, "acc_norm_stderr": 0.04154659671707548 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.20588235294117646, "acc_stderr": 0.04023382273617749, "acc_norm": 0.20588235294117646, "acc_norm_stderr": 0.04023382273617749 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.37815126050420167, "acc_stderr": 0.031499305777849054, "acc_norm": 0.37815126050420167, "acc_norm_stderr": 0.031499305777849054 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.3153846153846154, "acc_stderr": 0.02355964698318995, "acc_norm": 0.3153846153846154, "acc_norm_stderr": 0.02355964698318995 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.47, "acc_stderr": 0.05016135580465919, "acc_norm": 0.47, "acc_norm_stderr": 0.05016135580465919 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.36, "acc_stderr": 0.048241815132442176, "acc_norm": 0.36, "acc_norm_stderr": 0.048241815132442176 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.39814814814814814, "acc_stderr": 0.04732332615978815, "acc_norm": 0.39814814814814814, "acc_norm_stderr": 0.04732332615978815 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.3399014778325123, "acc_stderr": 0.033327690684107895, "acc_norm": 0.3399014778325123, "acc_norm_stderr": 0.033327690684107895 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.38387096774193546, "acc_stderr": 0.027666182075539635, "acc_norm": 0.38387096774193546, "acc_norm_stderr": 0.027666182075539635 }, "harness|ko_mmlu_marketing|5": { "acc": 0.5598290598290598, "acc_stderr": 0.032520741720630506, "acc_norm": 0.5598290598290598, "acc_norm_stderr": 0.032520741720630506 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.39622641509433965, "acc_stderr": 0.03010279378179119, "acc_norm": 0.39622641509433965, "acc_norm_stderr": 0.03010279378179119 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.4, "acc_stderr": 0.0469237132203465, "acc_norm": 0.4, "acc_norm_stderr": 0.0469237132203465 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.34814814814814815, "acc_stderr": 0.02904560029061626, "acc_norm": 0.34814814814814815, "acc_norm_stderr": 0.02904560029061626 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.2847682119205298, "acc_stderr": 0.03684881521389023, "acc_norm": 0.2847682119205298, "acc_norm_stderr": 0.03684881521389023 }, "harness|ko_mmlu_sociology|5": { "acc": 0.40298507462686567, "acc_stderr": 0.034683432951111266, "acc_norm": 0.40298507462686567, "acc_norm_stderr": 0.034683432951111266 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.31213872832369943, "acc_stderr": 0.035331333893236574, "acc_norm": 0.31213872832369943, "acc_norm_stderr": 0.035331333893236574 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.3253968253968254, "acc_stderr": 0.024130158299762613, "acc_norm": 0.3253968253968254, "acc_norm_stderr": 0.024130158299762613 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.2847222222222222, "acc_stderr": 0.03773809990686935, "acc_norm": 0.2847222222222222, "acc_norm_stderr": 0.03773809990686935 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.25, "acc_stderr": 0.04351941398892446, "acc_norm": 0.25, "acc_norm_stderr": 0.04351941398892446 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.48, "acc_stderr": 0.050211673156867795, "acc_norm": 0.48, "acc_norm_stderr": 0.050211673156867795 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.3352601156069364, "acc_stderr": 0.025416003773165555, "acc_norm": 0.3352601156069364, "acc_norm_stderr": 0.025416003773165555 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.3558282208588957, "acc_stderr": 0.03761521380046734, "acc_norm": 0.3558282208588957, "acc_norm_stderr": 0.03761521380046734 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.3425925925925926, "acc_stderr": 0.026406145973625672, "acc_norm": 0.3425925925925926, "acc_norm_stderr": 0.026406145973625672 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.3626943005181347, "acc_stderr": 0.03469713791704372, "acc_norm": 0.3626943005181347, "acc_norm_stderr": 0.03469713791704372 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.2807017543859649, "acc_stderr": 0.04227054451232199, "acc_norm": 0.2807017543859649, "acc_norm_stderr": 0.04227054451232199 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.3486238532110092, "acc_stderr": 0.020431254090714317, "acc_norm": 0.3486238532110092, "acc_norm_stderr": 0.020431254090714317 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.2698412698412698, "acc_stderr": 0.03970158273235172, "acc_norm": 0.2698412698412698, "acc_norm_stderr": 0.03970158273235172 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.38235294117647056, "acc_stderr": 0.02782610930728369, "acc_norm": 0.38235294117647056, "acc_norm_stderr": 0.02782610930728369 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.4, "acc_stderr": 0.049236596391733084, "acc_norm": 0.4, "acc_norm_stderr": 0.049236596391733084 }, "harness|ko_mmlu_international_law|5": { "acc": 0.5041322314049587, "acc_stderr": 0.045641987674327526, "acc_norm": 0.5041322314049587, "acc_norm_stderr": 0.045641987674327526 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.2565789473684211, "acc_stderr": 0.0355418036802569, "acc_norm": 0.2565789473684211, "acc_norm_stderr": 0.0355418036802569 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.3137254901960784, "acc_stderr": 0.018771683893528186, "acc_norm": 0.3137254901960784, "acc_norm_stderr": 0.018771683893528186 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.26595744680851063, "acc_stderr": 0.026358065698880592, "acc_norm": 0.26595744680851063, "acc_norm_stderr": 0.026358065698880592 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.36607142857142855, "acc_stderr": 0.045723723587374296, "acc_norm": 0.36607142857142855, "acc_norm_stderr": 0.045723723587374296 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.3101851851851852, "acc_stderr": 0.031546962856566295, "acc_norm": 0.3101851851851852, "acc_norm_stderr": 0.031546962856566295 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.23687150837988827, "acc_stderr": 0.014219570788103982, "acc_norm": 0.23687150837988827, "acc_norm_stderr": 0.014219570788103982 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.32, "acc_stderr": 0.04688261722621504, "acc_norm": 0.32, "acc_norm_stderr": 0.04688261722621504 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.42, "acc_stderr": 0.04960449637488584, "acc_norm": 0.42, "acc_norm_stderr": 0.04960449637488584 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.3382352941176471, "acc_stderr": 0.028739328513983583, "acc_norm": 0.3382352941176471, "acc_norm_stderr": 0.028739328513983583 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.20816326530612245, "acc_stderr": 0.025991117672813296, "acc_norm": 0.20816326530612245, "acc_norm_stderr": 0.025991117672813296 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.4472573839662447, "acc_stderr": 0.03236564251614192, "acc_norm": 0.4472573839662447, "acc_norm_stderr": 0.03236564251614192 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.2790091264667536, "acc_stderr": 0.011455208832803529, "acc_norm": 0.2790091264667536, "acc_norm_stderr": 0.011455208832803529 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.31862745098039214, "acc_stderr": 0.0327028718148208, "acc_norm": 0.31862745098039214, "acc_norm_stderr": 0.0327028718148208 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.3151515151515151, "acc_stderr": 0.0362773057502241, "acc_norm": 0.3151515151515151, "acc_norm_stderr": 0.0362773057502241 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.2913096695226438, "mc1_stderr": 0.01590598704818483, "mc2": 0.44742099912433764, "mc2_stderr": 0.015551700567433569 }, "harness|ko_commongen_v2|2": { "acc": 0.2987012987012987, "acc_stderr": 0.01573565739143828, "acc_norm": 0.4085005903187721, "acc_norm_stderr": 0.01690006287942712 } }, "versions": { "all": 0, "harness|ko_arc_challenge|25": 0, "harness|ko_hellaswag|10": 0, "harness|ko_mmlu_world_religions|5": 1, "harness|ko_mmlu_management|5": 1, "harness|ko_mmlu_miscellaneous|5": 1, "harness|ko_mmlu_anatomy|5": 1, "harness|ko_mmlu_abstract_algebra|5": 1, "harness|ko_mmlu_conceptual_physics|5": 1, "harness|ko_mmlu_virology|5": 1, "harness|ko_mmlu_philosophy|5": 1, "harness|ko_mmlu_human_aging|5": 1, "harness|ko_mmlu_human_sexuality|5": 1, "harness|ko_mmlu_medical_genetics|5": 1, "harness|ko_mmlu_high_school_geography|5": 1, "harness|ko_mmlu_electrical_engineering|5": 1, "harness|ko_mmlu_college_physics|5": 1, "harness|ko_mmlu_high_school_microeconomics|5": 1, "harness|ko_mmlu_high_school_macroeconomics|5": 1, "harness|ko_mmlu_computer_security|5": 1, "harness|ko_mmlu_global_facts|5": 1, "harness|ko_mmlu_jurisprudence|5": 1, "harness|ko_mmlu_high_school_chemistry|5": 1, "harness|ko_mmlu_high_school_biology|5": 1, "harness|ko_mmlu_marketing|5": 1, "harness|ko_mmlu_clinical_knowledge|5": 1, "harness|ko_mmlu_public_relations|5": 1, "harness|ko_mmlu_high_school_mathematics|5": 1, "harness|ko_mmlu_high_school_physics|5": 1, "harness|ko_mmlu_sociology|5": 1, "harness|ko_mmlu_college_medicine|5": 1, "harness|ko_mmlu_elementary_mathematics|5": 1, "harness|ko_mmlu_college_biology|5": 1, "harness|ko_mmlu_college_chemistry|5": 1, "harness|ko_mmlu_us_foreign_policy|5": 1, "harness|ko_mmlu_moral_disputes|5": 1, "harness|ko_mmlu_logical_fallacies|5": 1, "harness|ko_mmlu_prehistory|5": 1, "harness|ko_mmlu_college_mathematics|5": 1, "harness|ko_mmlu_high_school_government_and_politics|5": 1, "harness|ko_mmlu_econometrics|5": 1, "harness|ko_mmlu_high_school_psychology|5": 1, "harness|ko_mmlu_formal_logic|5": 1, "harness|ko_mmlu_nutrition|5": 1, "harness|ko_mmlu_business_ethics|5": 1, "harness|ko_mmlu_international_law|5": 1, "harness|ko_mmlu_astronomy|5": 1, "harness|ko_mmlu_professional_psychology|5": 1, "harness|ko_mmlu_professional_accounting|5": 1, "harness|ko_mmlu_machine_learning|5": 1, "harness|ko_mmlu_high_school_statistics|5": 1, "harness|ko_mmlu_moral_scenarios|5": 1, "harness|ko_mmlu_college_computer_science|5": 1, "harness|ko_mmlu_high_school_computer_science|5": 1, "harness|ko_mmlu_professional_medicine|5": 1, "harness|ko_mmlu_security_studies|5": 1, "harness|ko_mmlu_high_school_world_history|5": 1, "harness|ko_mmlu_professional_law|5": 1, "harness|ko_mmlu_high_school_us_history|5": 1, "harness|ko_mmlu_high_school_european_history|5": 1, "harness|ko_truthfulqa_mc|0": 0, "harness|ko_commongen_v2|2": 1 }, "config_general": { "model_name": "4yo1/llama3-eng-ko-8", "model_sha": "e2c5c277fae6b14e4a8f6c45075f0518199d3e95", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }