{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.2721843003412969, "acc_stderr": 0.013006600406423707, "acc_norm": 0.3242320819112628, "acc_norm_stderr": 0.01367881039951882 }, "harness|ko_hellaswag|10": { "acc": 0.3593905596494722, "acc_stderr": 0.004788412062375701, "acc_norm": 0.4607647878908584, "acc_norm_stderr": 0.004974395131539591 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.30994152046783624, "acc_stderr": 0.035469769593931624, "acc_norm": 0.30994152046783624, "acc_norm_stderr": 0.035469769593931624 }, "harness|ko_mmlu_management|5": { "acc": 0.18446601941747573, "acc_stderr": 0.03840423627288276, "acc_norm": 0.18446601941747573, "acc_norm_stderr": 0.03840423627288276 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.23499361430395913, "acc_stderr": 0.015162024152278441, "acc_norm": 0.23499361430395913, "acc_norm_stderr": 0.015162024152278441 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.2222222222222222, "acc_stderr": 0.035914440841969694, "acc_norm": 0.2222222222222222, "acc_norm_stderr": 0.035914440841969694 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.32, "acc_stderr": 0.04688261722621504, "acc_norm": 0.32, "acc_norm_stderr": 0.04688261722621504 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.3148936170212766, "acc_stderr": 0.030363582197238174, "acc_norm": 0.3148936170212766, "acc_norm_stderr": 0.030363582197238174 }, "harness|ko_mmlu_virology|5": { "acc": 0.3132530120481928, "acc_stderr": 0.03610805018031023, "acc_norm": 0.3132530120481928, "acc_norm_stderr": 0.03610805018031023 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.20257234726688103, "acc_stderr": 0.022827317491059682, "acc_norm": 0.20257234726688103, "acc_norm_stderr": 0.022827317491059682 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.35874439461883406, "acc_stderr": 0.03219079200419997, "acc_norm": 0.35874439461883406, "acc_norm_stderr": 0.03219079200419997 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.29770992366412213, "acc_stderr": 0.040103589424622034, "acc_norm": 0.29770992366412213, "acc_norm_stderr": 0.040103589424622034 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.20202020202020202, "acc_stderr": 0.028606204289229872, "acc_norm": 0.20202020202020202, "acc_norm_stderr": 0.028606204289229872 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.22758620689655173, "acc_stderr": 0.03493950380131184, "acc_norm": 0.22758620689655173, "acc_norm_stderr": 0.03493950380131184 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.20588235294117646, "acc_stderr": 0.040233822736177455, "acc_norm": 0.20588235294117646, "acc_norm_stderr": 0.040233822736177455 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.24369747899159663, "acc_stderr": 0.027886828078380558, "acc_norm": 0.24369747899159663, "acc_norm_stderr": 0.027886828078380558 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.24871794871794872, "acc_stderr": 0.021916957709213796, "acc_norm": 0.24871794871794872, "acc_norm_stderr": 0.021916957709213796 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.26, "acc_stderr": 0.044084400227680794, "acc_norm": 0.26, "acc_norm_stderr": 0.044084400227680794 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.37, "acc_stderr": 0.04852365870939099, "acc_norm": 0.37, "acc_norm_stderr": 0.04852365870939099 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.21296296296296297, "acc_stderr": 0.03957835471980981, "acc_norm": 0.21296296296296297, "acc_norm_stderr": 0.03957835471980981 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.2315270935960591, "acc_stderr": 0.029678333141444434, "acc_norm": 0.2315270935960591, "acc_norm_stderr": 0.029678333141444434 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.21935483870967742, "acc_stderr": 0.023540799358723268, "acc_norm": 0.21935483870967742, "acc_norm_stderr": 0.023540799358723268 }, "harness|ko_mmlu_marketing|5": { "acc": 0.2564102564102564, "acc_stderr": 0.028605953702004274, "acc_norm": 0.2564102564102564, "acc_norm_stderr": 0.028605953702004274 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.22641509433962265, "acc_stderr": 0.02575755989310672, "acc_norm": 0.22641509433962265, "acc_norm_stderr": 0.02575755989310672 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.2727272727272727, "acc_stderr": 0.04265792110940589, "acc_norm": 0.2727272727272727, "acc_norm_stderr": 0.04265792110940589 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.24074074074074073, "acc_stderr": 0.02606715922227578, "acc_norm": 0.24074074074074073, "acc_norm_stderr": 0.02606715922227578 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.2781456953642384, "acc_stderr": 0.03658603262763743, "acc_norm": 0.2781456953642384, "acc_norm_stderr": 0.03658603262763743 }, "harness|ko_mmlu_sociology|5": { "acc": 0.2885572139303483, "acc_stderr": 0.03203841040213321, "acc_norm": 0.2885572139303483, "acc_norm_stderr": 0.03203841040213321 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.24277456647398843, "acc_stderr": 0.0326926380614177, "acc_norm": 0.24277456647398843, "acc_norm_stderr": 0.0326926380614177 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.23544973544973544, "acc_stderr": 0.021851509822031715, "acc_norm": 0.23544973544973544, "acc_norm_stderr": 0.021851509822031715 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.20833333333333334, "acc_stderr": 0.033961162058453336, "acc_norm": 0.20833333333333334, "acc_norm_stderr": 0.033961162058453336 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.23, "acc_stderr": 0.04229525846816505, "acc_norm": 0.23, "acc_norm_stderr": 0.04229525846816505 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.29, "acc_stderr": 0.04560480215720684, "acc_norm": 0.29, "acc_norm_stderr": 0.04560480215720684 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.23121387283236994, "acc_stderr": 0.02269865716785571, "acc_norm": 0.23121387283236994, "acc_norm_stderr": 0.02269865716785571 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.294478527607362, "acc_stderr": 0.03581165790474082, "acc_norm": 0.294478527607362, "acc_norm_stderr": 0.03581165790474082 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.27469135802469136, "acc_stderr": 0.024836057868294677, "acc_norm": 0.27469135802469136, "acc_norm_stderr": 0.024836057868294677 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.27, "acc_stderr": 0.044619604333847394, "acc_norm": 0.27, "acc_norm_stderr": 0.044619604333847394 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.22797927461139897, "acc_stderr": 0.03027690994517826, "acc_norm": 0.22797927461139897, "acc_norm_stderr": 0.03027690994517826 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.20175438596491227, "acc_stderr": 0.037752050135836386, "acc_norm": 0.20175438596491227, "acc_norm_stderr": 0.037752050135836386 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.23302752293577983, "acc_stderr": 0.018125669180861507, "acc_norm": 0.23302752293577983, "acc_norm_stderr": 0.018125669180861507 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.18253968253968253, "acc_stderr": 0.034550710191021496, "acc_norm": 0.18253968253968253, "acc_norm_stderr": 0.034550710191021496 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.26143790849673204, "acc_stderr": 0.025160998214292456, "acc_norm": 0.26143790849673204, "acc_norm_stderr": 0.025160998214292456 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.23, "acc_stderr": 0.04229525846816506, "acc_norm": 0.23, "acc_norm_stderr": 0.04229525846816506 }, "harness|ko_mmlu_international_law|5": { "acc": 0.3305785123966942, "acc_stderr": 0.04294340845212093, "acc_norm": 0.3305785123966942, "acc_norm_stderr": 0.04294340845212093 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.14473684210526316, "acc_stderr": 0.0286319518459304, "acc_norm": 0.14473684210526316, "acc_norm_stderr": 0.0286319518459304 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.2549019607843137, "acc_stderr": 0.017630827375148383, "acc_norm": 0.2549019607843137, "acc_norm_stderr": 0.017630827375148383 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.30141843971631205, "acc_stderr": 0.02737412888263115, "acc_norm": 0.30141843971631205, "acc_norm_stderr": 0.02737412888263115 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.2767857142857143, "acc_stderr": 0.042466243366976235, "acc_norm": 0.2767857142857143, "acc_norm_stderr": 0.042466243366976235 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.30092592592592593, "acc_stderr": 0.03128039084329883, "acc_norm": 0.30092592592592593, "acc_norm_stderr": 0.03128039084329883 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.27039106145251396, "acc_stderr": 0.014854993938010083, "acc_norm": 0.27039106145251396, "acc_norm_stderr": 0.014854993938010083 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.29, "acc_stderr": 0.045604802157206845, "acc_norm": 0.29, "acc_norm_stderr": 0.045604802157206845 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.35, "acc_stderr": 0.0479372485441102, "acc_norm": 0.35, "acc_norm_stderr": 0.0479372485441102 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.3602941176470588, "acc_stderr": 0.029163128570670736, "acc_norm": 0.3602941176470588, "acc_norm_stderr": 0.029163128570670736 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.24081632653061225, "acc_stderr": 0.02737294220178816, "acc_norm": 0.24081632653061225, "acc_norm_stderr": 0.02737294220178816 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.25316455696202533, "acc_stderr": 0.028304657943035286, "acc_norm": 0.25316455696202533, "acc_norm_stderr": 0.028304657943035286 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.26140808344198174, "acc_stderr": 0.011222528169771314, "acc_norm": 0.26140808344198174, "acc_norm_stderr": 0.011222528169771314 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.24509803921568626, "acc_stderr": 0.03019028245350195, "acc_norm": 0.24509803921568626, "acc_norm_stderr": 0.03019028245350195 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.30303030303030304, "acc_stderr": 0.03588624800091709, "acc_norm": 0.30303030303030304, "acc_norm_stderr": 0.03588624800091709 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.27050183598531213, "mc1_stderr": 0.015550778332842885, "mc2": 0.41628207118178134, "mc2_stderr": 0.01511903356687514 }, "harness|ko_commongen_v2|2": { "acc": 0.26092089728453366, "acc_stderr": 0.015097836279964201, "acc_norm": 0.3482880755608028, "acc_norm_stderr": 0.016379926739148037 } }, "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": "DooDooHyun/AIFT-42dot_LLM-PLM-1.3B-ao-instruct-all-v0.54", "model_sha": "baa9eb0e08e09ef6bb1fcaa76db69d4e64cb48c1", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }