{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.2525597269624573, "acc_stderr": 0.01269672898020771, "acc_norm": 0.3046075085324232, "acc_norm_stderr": 0.013449522109932494 }, "harness|ko_hellaswag|10": { "acc": 0.3511252738498307, "acc_stderr": 0.004763465139038552, "acc_norm": 0.4420434176458873, "acc_norm_stderr": 0.004956147046108961 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.2222222222222222, "acc_stderr": 0.03188578017686398, "acc_norm": 0.2222222222222222, "acc_norm_stderr": 0.03188578017686398 }, "harness|ko_mmlu_management|5": { "acc": 0.30097087378640774, "acc_stderr": 0.045416094465039476, "acc_norm": 0.30097087378640774, "acc_norm_stderr": 0.045416094465039476 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.23627075351213284, "acc_stderr": 0.015190473717037497, "acc_norm": 0.23627075351213284, "acc_norm_stderr": 0.015190473717037497 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.23703703703703705, "acc_stderr": 0.03673731683969506, "acc_norm": 0.23703703703703705, "acc_norm_stderr": 0.03673731683969506 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.27, "acc_stderr": 0.04461960433384741, "acc_norm": 0.27, "acc_norm_stderr": 0.04461960433384741 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.2, "acc_stderr": 0.026148818018424502, "acc_norm": 0.2, "acc_norm_stderr": 0.026148818018424502 }, "harness|ko_mmlu_virology|5": { "acc": 0.25301204819277107, "acc_stderr": 0.03384429155233135, "acc_norm": 0.25301204819277107, "acc_norm_stderr": 0.03384429155233135 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.24437299035369775, "acc_stderr": 0.024406162094668886, "acc_norm": 0.24437299035369775, "acc_norm_stderr": 0.024406162094668886 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.21524663677130046, "acc_stderr": 0.027584066602208263, "acc_norm": 0.21524663677130046, "acc_norm_stderr": 0.027584066602208263 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.19083969465648856, "acc_stderr": 0.034465133507525954, "acc_norm": 0.19083969465648856, "acc_norm_stderr": 0.034465133507525954 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.21, "acc_stderr": 0.040936018074033256, "acc_norm": 0.21, "acc_norm_stderr": 0.040936018074033256 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.31313131313131315, "acc_stderr": 0.033042050878136525, "acc_norm": 0.31313131313131315, "acc_norm_stderr": 0.033042050878136525 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.2413793103448276, "acc_stderr": 0.03565998174135302, "acc_norm": 0.2413793103448276, "acc_norm_stderr": 0.03565998174135302 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.19607843137254902, "acc_stderr": 0.03950581861179962, "acc_norm": 0.19607843137254902, "acc_norm_stderr": 0.03950581861179962 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.3487394957983193, "acc_stderr": 0.030956636328566548, "acc_norm": 0.3487394957983193, "acc_norm_stderr": 0.030956636328566548 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.3564102564102564, "acc_stderr": 0.024283140529467295, "acc_norm": 0.3564102564102564, "acc_norm_stderr": 0.024283140529467295 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.16, "acc_stderr": 0.03684529491774709, "acc_norm": 0.16, "acc_norm_stderr": 0.03684529491774709 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.32, "acc_stderr": 0.04688261722621504, "acc_norm": 0.32, "acc_norm_stderr": 0.04688261722621504 }, "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": 0.29064039408866993, "acc_stderr": 0.03194740072265541, "acc_norm": 0.29064039408866993, "acc_norm_stderr": 0.03194740072265541 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.3032258064516129, "acc_stderr": 0.026148685930671742, "acc_norm": 0.3032258064516129, "acc_norm_stderr": 0.026148685930671742 }, "harness|ko_mmlu_marketing|5": { "acc": 0.19658119658119658, "acc_stderr": 0.02603538609895129, "acc_norm": 0.19658119658119658, "acc_norm_stderr": 0.02603538609895129 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.3283018867924528, "acc_stderr": 0.02890159361241178, "acc_norm": 0.3283018867924528, "acc_norm_stderr": 0.02890159361241178 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.23636363636363636, "acc_stderr": 0.04069306319721376, "acc_norm": 0.23636363636363636, "acc_norm_stderr": 0.04069306319721376 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.25925925925925924, "acc_stderr": 0.02671924078371216, "acc_norm": 0.25925925925925924, "acc_norm_stderr": 0.02671924078371216 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.32450331125827814, "acc_stderr": 0.03822746937658753, "acc_norm": 0.32450331125827814, "acc_norm_stderr": 0.03822746937658753 }, "harness|ko_mmlu_sociology|5": { "acc": 0.26865671641791045, "acc_stderr": 0.03134328358208954, "acc_norm": 0.26865671641791045, "acc_norm_stderr": 0.03134328358208954 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.32947976878612717, "acc_stderr": 0.03583901754736412, "acc_norm": 0.32947976878612717, "acc_norm_stderr": 0.03583901754736412 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.24603174603174602, "acc_stderr": 0.022182037202948368, "acc_norm": 0.24603174603174602, "acc_norm_stderr": 0.022182037202948368 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.2569444444444444, "acc_stderr": 0.03653946969442099, "acc_norm": 0.2569444444444444, "acc_norm_stderr": 0.03653946969442099 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.4, "acc_stderr": 0.049236596391733084, "acc_norm": 0.4, "acc_norm_stderr": 0.049236596391733084 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.26, "acc_stderr": 0.044084400227680794, "acc_norm": 0.26, "acc_norm_stderr": 0.044084400227680794 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.2398843930635838, "acc_stderr": 0.022989592543123567, "acc_norm": 0.2398843930635838, "acc_norm_stderr": 0.022989592543123567 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.3312883435582822, "acc_stderr": 0.03697983910025588, "acc_norm": 0.3312883435582822, "acc_norm_stderr": 0.03697983910025588 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.26851851851851855, "acc_stderr": 0.024659685185967277, "acc_norm": 0.26851851851851855, "acc_norm_stderr": 0.024659685185967277 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.35, "acc_stderr": 0.0479372485441102, "acc_norm": 0.35, "acc_norm_stderr": 0.0479372485441102 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.3626943005181347, "acc_stderr": 0.034697137917043715, "acc_norm": 0.3626943005181347, "acc_norm_stderr": 0.034697137917043715 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.22807017543859648, "acc_stderr": 0.03947152782669415, "acc_norm": 0.22807017543859648, "acc_norm_stderr": 0.03947152782669415 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.25688073394495414, "acc_stderr": 0.018732492928342448, "acc_norm": 0.25688073394495414, "acc_norm_stderr": 0.018732492928342448 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.3492063492063492, "acc_stderr": 0.04263906892795132, "acc_norm": 0.3492063492063492, "acc_norm_stderr": 0.04263906892795132 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.2549019607843137, "acc_stderr": 0.024954184324879905, "acc_norm": 0.2549019607843137, "acc_norm_stderr": 0.024954184324879905 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.26, "acc_stderr": 0.04408440022768079, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768079 }, "harness|ko_mmlu_international_law|5": { "acc": 0.1652892561983471, "acc_stderr": 0.03390780612972776, "acc_norm": 0.1652892561983471, "acc_norm_stderr": 0.03390780612972776 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.29605263157894735, "acc_stderr": 0.03715062154998904, "acc_norm": 0.29605263157894735, "acc_norm_stderr": 0.03715062154998904 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.21895424836601307, "acc_stderr": 0.016729937565537537, "acc_norm": 0.21895424836601307, "acc_norm_stderr": 0.016729937565537537 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.24822695035460993, "acc_stderr": 0.025770015644290396, "acc_norm": 0.24822695035460993, "acc_norm_stderr": 0.025770015644290396 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.15178571428571427, "acc_stderr": 0.03405702838185692, "acc_norm": 0.15178571428571427, "acc_norm_stderr": 0.03405702838185692 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.4722222222222222, "acc_stderr": 0.0340470532865388, "acc_norm": 0.4722222222222222, "acc_norm_stderr": 0.0340470532865388 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.26145251396648045, "acc_stderr": 0.014696599650364546, "acc_norm": 0.26145251396648045, "acc_norm_stderr": 0.014696599650364546 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.26, "acc_stderr": 0.04408440022768078, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768078 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.22, "acc_stderr": 0.04163331998932269, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932269 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.44485294117647056, "acc_stderr": 0.030187532060329383, "acc_norm": 0.44485294117647056, "acc_norm_stderr": 0.030187532060329383 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.39591836734693875, "acc_stderr": 0.03130802899065685, "acc_norm": 0.39591836734693875, "acc_norm_stderr": 0.03130802899065685 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.23628691983122363, "acc_stderr": 0.02765215314415926, "acc_norm": 0.23628691983122363, "acc_norm_stderr": 0.02765215314415926 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.24445893089960888, "acc_stderr": 0.010976425013113912, "acc_norm": 0.24445893089960888, "acc_norm_stderr": 0.010976425013113912 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.2647058823529412, "acc_stderr": 0.03096451792692341, "acc_norm": 0.2647058823529412, "acc_norm_stderr": 0.03096451792692341 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.296969696969697, "acc_stderr": 0.03567969772268046, "acc_norm": 0.296969696969697, "acc_norm_stderr": 0.03567969772268046 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.24969400244798043, "mc1_stderr": 0.015152286907148125, "mc2": 0.40454723614569765, "mc2_stderr": 0.014981033793701278 }, "harness|ko_commongen_v2|2": { "acc": 0.282172373081464, "acc_stderr": 0.015473271583988433, "acc_norm": 0.3707201889020071, "acc_norm_stderr": 0.016605801289212605 } }, "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": "EleutherAI/polyglot-ko-3.8b", "model_sha": "3c696a71c16b4a4622b7cabf6c5da4ba5a73b548", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }