{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.3097269624573379, "acc_stderr": 0.013512058415238361, "acc_norm": 0.3796928327645051, "acc_norm_stderr": 0.014182119866974869 }, "harness|ko_hellaswag|10": { "acc": 0.3564031069508066, "acc_stderr": 0.004779574402771384, "acc_norm": 0.45379406492730534, "acc_norm_stderr": 0.004968429476345018 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.4678362573099415, "acc_stderr": 0.038268824176603676, "acc_norm": 0.4678362573099415, "acc_norm_stderr": 0.038268824176603676 }, "harness|ko_mmlu_management|5": { "acc": 0.5631067961165048, "acc_stderr": 0.04911147107365777, "acc_norm": 0.5631067961165048, "acc_norm_stderr": 0.04911147107365777 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.4061302681992337, "acc_stderr": 0.017562037406478912, "acc_norm": 0.4061302681992337, "acc_norm_stderr": 0.017562037406478912 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.34814814814814815, "acc_stderr": 0.041153246103369526, "acc_norm": 0.34814814814814815, "acc_norm_stderr": 0.041153246103369526 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.18, "acc_stderr": 0.03861229196653697, "acc_norm": 0.18, "acc_norm_stderr": 0.03861229196653697 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.40425531914893614, "acc_stderr": 0.03208115750788682, "acc_norm": 0.40425531914893614, "acc_norm_stderr": 0.03208115750788682 }, "harness|ko_mmlu_virology|5": { "acc": 0.40963855421686746, "acc_stderr": 0.038284011150790206, "acc_norm": 0.40963855421686746, "acc_norm_stderr": 0.038284011150790206 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.42765273311897106, "acc_stderr": 0.028099240775809567, "acc_norm": 0.42765273311897106, "acc_norm_stderr": 0.028099240775809567 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.484304932735426, "acc_stderr": 0.0335412657542081, "acc_norm": 0.484304932735426, "acc_norm_stderr": 0.0335412657542081 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.46564885496183206, "acc_stderr": 0.043749285605997376, "acc_norm": 0.46564885496183206, "acc_norm_stderr": 0.043749285605997376 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.41, "acc_stderr": 0.04943110704237103, "acc_norm": 0.41, "acc_norm_stderr": 0.04943110704237103 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.4292929292929293, "acc_stderr": 0.035265527246011986, "acc_norm": 0.4292929292929293, "acc_norm_stderr": 0.035265527246011986 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.4068965517241379, "acc_stderr": 0.04093793981266236, "acc_norm": 0.4068965517241379, "acc_norm_stderr": 0.04093793981266236 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.2647058823529412, "acc_stderr": 0.04389869956808778, "acc_norm": 0.2647058823529412, "acc_norm_stderr": 0.04389869956808778 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.41596638655462187, "acc_stderr": 0.03201650100739615, "acc_norm": 0.41596638655462187, "acc_norm_stderr": 0.03201650100739615 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.4641025641025641, "acc_stderr": 0.025285585990017834, "acc_norm": 0.4641025641025641, "acc_norm_stderr": 0.025285585990017834 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.58, "acc_stderr": 0.049604496374885836, "acc_norm": 0.58, "acc_norm_stderr": 0.049604496374885836 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.26, "acc_stderr": 0.0440844002276808, "acc_norm": 0.26, "acc_norm_stderr": 0.0440844002276808 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.5370370370370371, "acc_stderr": 0.04820403072760627, "acc_norm": 0.5370370370370371, "acc_norm_stderr": 0.04820403072760627 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.4039408866995074, "acc_stderr": 0.03452453903822041, "acc_norm": 0.4039408866995074, "acc_norm_stderr": 0.03452453903822041 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.44516129032258067, "acc_stderr": 0.028272410186214906, "acc_norm": 0.44516129032258067, "acc_norm_stderr": 0.028272410186214906 }, "harness|ko_mmlu_marketing|5": { "acc": 0.6410256410256411, "acc_stderr": 0.03142616993791924, "acc_norm": 0.6410256410256411, "acc_norm_stderr": 0.03142616993791924 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.44150943396226416, "acc_stderr": 0.030561590426731833, "acc_norm": 0.44150943396226416, "acc_norm_stderr": 0.030561590426731833 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.4818181818181818, "acc_stderr": 0.04785964010794917, "acc_norm": 0.4818181818181818, "acc_norm_stderr": 0.04785964010794917 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.3296296296296296, "acc_stderr": 0.02866120111652458, "acc_norm": 0.3296296296296296, "acc_norm_stderr": 0.02866120111652458 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.33112582781456956, "acc_stderr": 0.038425817186598696, "acc_norm": 0.33112582781456956, "acc_norm_stderr": 0.038425817186598696 }, "harness|ko_mmlu_sociology|5": { "acc": 0.5024875621890548, "acc_stderr": 0.03535490150137288, "acc_norm": 0.5024875621890548, "acc_norm_stderr": 0.03535490150137288 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.44508670520231214, "acc_stderr": 0.03789401760283647, "acc_norm": 0.44508670520231214, "acc_norm_stderr": 0.03789401760283647 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.31746031746031744, "acc_stderr": 0.02397386199899207, "acc_norm": 0.31746031746031744, "acc_norm_stderr": 0.02397386199899207 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.4097222222222222, "acc_stderr": 0.04112490974670788, "acc_norm": 0.4097222222222222, "acc_norm_stderr": 0.04112490974670788 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.37, "acc_stderr": 0.04852365870939099, "acc_norm": 0.37, "acc_norm_stderr": 0.04852365870939099 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.54, "acc_stderr": 0.05009082659620333, "acc_norm": 0.54, "acc_norm_stderr": 0.05009082659620333 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.44508670520231214, "acc_stderr": 0.026756255129663765, "acc_norm": 0.44508670520231214, "acc_norm_stderr": 0.026756255129663765 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.3987730061349693, "acc_stderr": 0.038470214204560246, "acc_norm": 0.3987730061349693, "acc_norm_stderr": 0.038470214204560246 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.4228395061728395, "acc_stderr": 0.0274874729808716, "acc_norm": 0.4228395061728395, "acc_norm_stderr": 0.0274874729808716 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.33, "acc_stderr": 0.047258156262526045, "acc_norm": 0.33, "acc_norm_stderr": 0.047258156262526045 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.49222797927461137, "acc_stderr": 0.03608003225569654, "acc_norm": 0.49222797927461137, "acc_norm_stderr": 0.03608003225569654 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.3157894736842105, "acc_stderr": 0.04372748290278007, "acc_norm": 0.3157894736842105, "acc_norm_stderr": 0.04372748290278007 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.48623853211009177, "acc_stderr": 0.02142920208987408, "acc_norm": 0.48623853211009177, "acc_norm_stderr": 0.02142920208987408 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.3333333333333333, "acc_stderr": 0.042163702135578345, "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.042163702135578345 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.4869281045751634, "acc_stderr": 0.028620130800700246, "acc_norm": 0.4869281045751634, "acc_norm_stderr": 0.028620130800700246 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.47, "acc_stderr": 0.050161355804659205, "acc_norm": 0.47, "acc_norm_stderr": 0.050161355804659205 }, "harness|ko_mmlu_international_law|5": { "acc": 0.628099173553719, "acc_stderr": 0.04412015806624503, "acc_norm": 0.628099173553719, "acc_norm_stderr": 0.04412015806624503 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.4407894736842105, "acc_stderr": 0.04040311062490435, "acc_norm": 0.4407894736842105, "acc_norm_stderr": 0.04040311062490435 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.39052287581699346, "acc_stderr": 0.0197370089980946, "acc_norm": 0.39052287581699346, "acc_norm_stderr": 0.0197370089980946 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.32269503546099293, "acc_stderr": 0.02788913930053478, "acc_norm": 0.32269503546099293, "acc_norm_stderr": 0.02788913930053478 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.38392857142857145, "acc_stderr": 0.04616143075028546, "acc_norm": 0.38392857142857145, "acc_norm_stderr": 0.04616143075028546 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.33796296296296297, "acc_stderr": 0.032259413526312945, "acc_norm": 0.33796296296296297, "acc_norm_stderr": 0.032259413526312945 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.2424581005586592, "acc_stderr": 0.01433352205921789, "acc_norm": 0.2424581005586592, "acc_norm_stderr": 0.01433352205921789 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.41, "acc_stderr": 0.049431107042371025, "acc_norm": 0.41, "acc_norm_stderr": 0.049431107042371025 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.55, "acc_stderr": 0.04999999999999999, "acc_norm": 0.55, "acc_norm_stderr": 0.04999999999999999 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.3492647058823529, "acc_stderr": 0.028959755196824862, "acc_norm": 0.3492647058823529, "acc_norm_stderr": 0.028959755196824862 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.5265306122448979, "acc_stderr": 0.03196412734523272, "acc_norm": 0.5265306122448979, "acc_norm_stderr": 0.03196412734523272 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.5063291139240507, "acc_stderr": 0.03254462010767859, "acc_norm": 0.5063291139240507, "acc_norm_stderr": 0.03254462010767859 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.28292046936114734, "acc_stderr": 0.011503891323188976, "acc_norm": 0.28292046936114734, "acc_norm_stderr": 0.011503891323188976 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.45588235294117646, "acc_stderr": 0.03495624522015474, "acc_norm": 0.45588235294117646, "acc_norm_stderr": 0.03495624522015474 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.5333333333333333, "acc_stderr": 0.03895658065271846, "acc_norm": 0.5333333333333333, "acc_norm_stderr": 0.03895658065271846 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.2839657282741738, "mc1_stderr": 0.015785370858396708, "mc2": 0.4556979185667561, "mc2_stderr": 0.01630139604691971 }, "harness|ko_commongen_v2|2": { "acc": 0.3707201889020071, "acc_stderr": 0.016605801289212605, "acc_norm": 0.40613931523022434, "acc_norm_stderr": 0.016884749503191392 } }, "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-8b-sl3", "model_sha": "4d29db816f84bee0341d5037f89e2d63c4a05381", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }