{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.22696245733788395, "acc_stderr": 0.012240491536132861, "acc_norm": 0.2773037542662116, "acc_norm_stderr": 0.013082095839059374 }, "harness|ko_hellaswag|10": { "acc": 0.33578968333001397, "acc_stderr": 0.004713006072807706, "acc_norm": 0.41585341565425216, "acc_norm_stderr": 0.0049186120989440285 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.29239766081871343, "acc_stderr": 0.034886477134579236, "acc_norm": 0.29239766081871343, "acc_norm_stderr": 0.034886477134579236 }, "harness|ko_mmlu_management|5": { "acc": 0.2524271844660194, "acc_stderr": 0.04301250399690877, "acc_norm": 0.2524271844660194, "acc_norm_stderr": 0.04301250399690877 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.26309067688378035, "acc_stderr": 0.015745497169049057, "acc_norm": 0.26309067688378035, "acc_norm_stderr": 0.015745497169049057 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.24444444444444444, "acc_stderr": 0.037125378336148665, "acc_norm": 0.24444444444444444, "acc_norm_stderr": 0.037125378336148665 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.33, "acc_stderr": 0.047258156262526045, "acc_norm": 0.33, "acc_norm_stderr": 0.047258156262526045 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.251063829787234, "acc_stderr": 0.028346963777162452, "acc_norm": 0.251063829787234, "acc_norm_stderr": 0.028346963777162452 }, "harness|ko_mmlu_virology|5": { "acc": 0.20481927710843373, "acc_stderr": 0.03141784291663926, "acc_norm": 0.20481927710843373, "acc_norm_stderr": 0.03141784291663926 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.2958199356913183, "acc_stderr": 0.025922371788818784, "acc_norm": 0.2958199356913183, "acc_norm_stderr": 0.025922371788818784 }, "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": 0.25190839694656486, "acc_stderr": 0.03807387116306085, "acc_norm": 0.25190839694656486, "acc_norm_stderr": 0.03807387116306085 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.27, "acc_stderr": 0.044619604333847394, "acc_norm": 0.27, "acc_norm_stderr": 0.044619604333847394 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.2676767676767677, "acc_stderr": 0.031544498882702866, "acc_norm": 0.2676767676767677, "acc_norm_stderr": 0.031544498882702866 }, "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": 0.18627450980392157, "acc_stderr": 0.03873958714149351, "acc_norm": 0.18627450980392157, "acc_norm_stderr": 0.03873958714149351 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.24789915966386555, "acc_stderr": 0.028047967224176892, "acc_norm": 0.24789915966386555, "acc_norm_stderr": 0.028047967224176892 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.21794871794871795, "acc_stderr": 0.020932445774463185, "acc_norm": 0.21794871794871795, "acc_norm_stderr": 0.020932445774463185 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.2, "acc_stderr": 0.04020151261036846, "acc_norm": 0.2, "acc_norm_stderr": 0.04020151261036846 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.26851851851851855, "acc_stderr": 0.04284467968052191, "acc_norm": 0.26851851851851855, "acc_norm_stderr": 0.04284467968052191 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.27586206896551724, "acc_stderr": 0.031447125816782426, "acc_norm": 0.27586206896551724, "acc_norm_stderr": 0.031447125816782426 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.27419354838709675, "acc_stderr": 0.025378139970885193, "acc_norm": 0.27419354838709675, "acc_norm_stderr": 0.025378139970885193 }, "harness|ko_mmlu_marketing|5": { "acc": 0.24358974358974358, "acc_stderr": 0.02812096650391441, "acc_norm": 0.24358974358974358, "acc_norm_stderr": 0.02812096650391441 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.2528301886792453, "acc_stderr": 0.026749899771241238, "acc_norm": 0.2528301886792453, "acc_norm_stderr": 0.026749899771241238 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.2545454545454545, "acc_stderr": 0.04172343038705383, "acc_norm": 0.2545454545454545, "acc_norm_stderr": 0.04172343038705383 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.3037037037037037, "acc_stderr": 0.028037929969114993, "acc_norm": 0.3037037037037037, "acc_norm_stderr": 0.028037929969114993 }, "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": 0.2537313432835821, "acc_stderr": 0.03076944496729602, "acc_norm": 0.2537313432835821, "acc_norm_stderr": 0.03076944496729602 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.19653179190751446, "acc_stderr": 0.03029957466478815, "acc_norm": 0.19653179190751446, "acc_norm_stderr": 0.03029957466478815 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.2962962962962963, "acc_stderr": 0.023517294335963286, "acc_norm": 0.2962962962962963, "acc_norm_stderr": 0.023517294335963286 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.2777777777777778, "acc_stderr": 0.03745554791462457, "acc_norm": 0.2777777777777778, "acc_norm_stderr": 0.03745554791462457 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.21, "acc_stderr": 0.040936018074033256, "acc_norm": 0.21, "acc_norm_stderr": 0.040936018074033256 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.23, "acc_stderr": 0.04229525846816505, "acc_norm": 0.23, "acc_norm_stderr": 0.04229525846816505 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.24855491329479767, "acc_stderr": 0.023267528432100174, "acc_norm": 0.24855491329479767, "acc_norm_stderr": 0.023267528432100174 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.3374233128834356, "acc_stderr": 0.03714908409935574, "acc_norm": 0.3374233128834356, "acc_norm_stderr": 0.03714908409935574 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.26851851851851855, "acc_stderr": 0.02465968518596728, "acc_norm": 0.26851851851851855, "acc_norm_stderr": 0.02465968518596728 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.29, "acc_stderr": 0.04560480215720684, "acc_norm": 0.29, "acc_norm_stderr": 0.04560480215720684 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.19689119170984457, "acc_stderr": 0.028697873971860688, "acc_norm": 0.19689119170984457, "acc_norm_stderr": 0.028697873971860688 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.15789473684210525, "acc_stderr": 0.03430265978485698, "acc_norm": 0.15789473684210525, "acc_norm_stderr": 0.03430265978485698 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.24036697247706423, "acc_stderr": 0.01832060732096407, "acc_norm": 0.24036697247706423, "acc_norm_stderr": 0.01832060732096407 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.25396825396825395, "acc_stderr": 0.03893259610604673, "acc_norm": 0.25396825396825395, "acc_norm_stderr": 0.03893259610604673 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.23202614379084968, "acc_stderr": 0.02417084087934102, "acc_norm": 0.23202614379084968, "acc_norm_stderr": 0.02417084087934102 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.16, "acc_stderr": 0.0368452949177471, "acc_norm": 0.16, "acc_norm_stderr": 0.0368452949177471 }, "harness|ko_mmlu_international_law|5": { "acc": 0.23140495867768596, "acc_stderr": 0.03849856098794088, "acc_norm": 0.23140495867768596, "acc_norm_stderr": 0.03849856098794088 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.21710526315789475, "acc_stderr": 0.03355045304882924, "acc_norm": 0.21710526315789475, "acc_norm_stderr": 0.03355045304882924 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.25163398692810457, "acc_stderr": 0.01755581809132226, "acc_norm": 0.25163398692810457, "acc_norm_stderr": 0.01755581809132226 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.2624113475177305, "acc_stderr": 0.026244920349843014, "acc_norm": 0.2624113475177305, "acc_norm_stderr": 0.026244920349843014 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.23214285714285715, "acc_stderr": 0.04007341809755807, "acc_norm": 0.23214285714285715, "acc_norm_stderr": 0.04007341809755807 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.4583333333333333, "acc_stderr": 0.033981108902946366, "acc_norm": 0.4583333333333333, "acc_norm_stderr": 0.033981108902946366 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.27262569832402234, "acc_stderr": 0.014893391735249608, "acc_norm": 0.27262569832402234, "acc_norm_stderr": 0.014893391735249608 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.14, "acc_stderr": 0.03487350880197771, "acc_norm": 0.14, "acc_norm_stderr": 0.03487350880197771 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.29, "acc_stderr": 0.045604802157206845, "acc_norm": 0.29, "acc_norm_stderr": 0.045604802157206845 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.3161764705882353, "acc_stderr": 0.02824568739146292, "acc_norm": 0.3161764705882353, "acc_norm_stderr": 0.02824568739146292 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.2653061224489796, "acc_stderr": 0.028263889943784586, "acc_norm": 0.2653061224489796, "acc_norm_stderr": 0.028263889943784586 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.26582278481012656, "acc_stderr": 0.028756799629658335, "acc_norm": 0.26582278481012656, "acc_norm_stderr": 0.028756799629658335 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.23728813559322035, "acc_stderr": 0.01086543669078027, "acc_norm": 0.23728813559322035, "acc_norm_stderr": 0.01086543669078027 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.22549019607843138, "acc_stderr": 0.02933116229425173, "acc_norm": 0.22549019607843138, "acc_norm_stderr": 0.02933116229425173 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.21212121212121213, "acc_stderr": 0.031922715695483, "acc_norm": 0.21212121212121213, "acc_norm_stderr": 0.031922715695483 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.24479804161566707, "mc1_stderr": 0.015051869486715008, "mc2": 0.41338491158026774, "mc2_stderr": 0.01512108388775634 }, "harness|ko_commongen_v2|2": { "acc": 0.3116883116883117, "acc_stderr": 0.015924567607358324, "acc_norm": 0.3919716646989374, "acc_norm_stderr": 0.016784332119424077 } }, "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": "BM-K/polyglot-ko-1.3b-it-v1.0", "model_sha": "2f5b0dfed443e3a89c13a13b48d6fe6838c86e67", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }