{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.3660409556313993, "acc_stderr": 0.01407722310847014, "acc_norm": 0.42150170648464164, "acc_norm_stderr": 0.014430197069326021 }, "harness|ko_hellaswag|10": { "acc": 0.4064927305317666, "acc_stderr": 0.004901747426331732, "acc_norm": 0.5430193188607847, "acc_norm_stderr": 0.004971278309204197 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.5614035087719298, "acc_stderr": 0.038057975055904594, "acc_norm": 0.5614035087719298, "acc_norm_stderr": 0.038057975055904594 }, "harness|ko_mmlu_management|5": { "acc": 0.4854368932038835, "acc_stderr": 0.04948637324026637, "acc_norm": 0.4854368932038835, "acc_norm_stderr": 0.04948637324026637 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.48020434227330777, "acc_stderr": 0.017865944827291615, "acc_norm": 0.48020434227330777, "acc_norm_stderr": 0.017865944827291615 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.37777777777777777, "acc_stderr": 0.04188307537595853, "acc_norm": 0.37777777777777777, "acc_norm_stderr": 0.04188307537595853 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.37446808510638296, "acc_stderr": 0.031639106653672915, "acc_norm": 0.37446808510638296, "acc_norm_stderr": 0.031639106653672915 }, "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": 0.4694533762057878, "acc_stderr": 0.028345045864840684, "acc_norm": 0.4694533762057878, "acc_norm_stderr": 0.028345045864840684 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.3542600896860987, "acc_stderr": 0.032100621541349864, "acc_norm": 0.3542600896860987, "acc_norm_stderr": 0.032100621541349864 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.48854961832061067, "acc_stderr": 0.04384140024078016, "acc_norm": 0.48854961832061067, "acc_norm_stderr": 0.04384140024078016 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.34, "acc_stderr": 0.04760952285695236, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695236 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.5252525252525253, "acc_stderr": 0.035578062450873145, "acc_norm": 0.5252525252525253, "acc_norm_stderr": 0.035578062450873145 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.4206896551724138, "acc_stderr": 0.0411391498118926, "acc_norm": 0.4206896551724138, "acc_norm_stderr": 0.0411391498118926 }, "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": 0.42436974789915966, "acc_stderr": 0.032104790510157764, "acc_norm": 0.42436974789915966, "acc_norm_stderr": 0.032104790510157764 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.4076923076923077, "acc_stderr": 0.02491524398598784, "acc_norm": 0.4076923076923077, "acc_norm_stderr": 0.02491524398598784 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.44, "acc_stderr": 0.04988876515698589, "acc_norm": 0.44, "acc_norm_stderr": 0.04988876515698589 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.34, "acc_stderr": 0.04760952285695235, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695235 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.42592592592592593, "acc_stderr": 0.0478034362693679, "acc_norm": 0.42592592592592593, "acc_norm_stderr": 0.0478034362693679 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.3694581280788177, "acc_stderr": 0.03395970381998575, "acc_norm": 0.3694581280788177, "acc_norm_stderr": 0.03395970381998575 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.4096774193548387, "acc_stderr": 0.027976054915347354, "acc_norm": 0.4096774193548387, "acc_norm_stderr": 0.027976054915347354 }, "harness|ko_mmlu_marketing|5": { "acc": 0.6239316239316239, "acc_stderr": 0.03173393632969481, "acc_norm": 0.6239316239316239, "acc_norm_stderr": 0.03173393632969481 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.4641509433962264, "acc_stderr": 0.030693675018458003, "acc_norm": 0.4641509433962264, "acc_norm_stderr": 0.030693675018458003 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.41818181818181815, "acc_stderr": 0.04724577405731572, "acc_norm": 0.41818181818181815, "acc_norm_stderr": 0.04724577405731572 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.2740740740740741, "acc_stderr": 0.027195934804085626, "acc_norm": 0.2740740740740741, "acc_norm_stderr": 0.027195934804085626 }, "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": 0.5124378109452736, "acc_stderr": 0.03534439848539579, "acc_norm": 0.5124378109452736, "acc_norm_stderr": 0.03534439848539579 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.34104046242774566, "acc_stderr": 0.03614665424180826, "acc_norm": 0.34104046242774566, "acc_norm_stderr": 0.03614665424180826 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.2751322751322751, "acc_stderr": 0.023000086859068642, "acc_norm": 0.2751322751322751, "acc_norm_stderr": 0.023000086859068642 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.3611111111111111, "acc_stderr": 0.04016660030451233, "acc_norm": 0.3611111111111111, "acc_norm_stderr": 0.04016660030451233 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.36, "acc_stderr": 0.048241815132442176, "acc_norm": 0.36, "acc_norm_stderr": 0.048241815132442176 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.5, "acc_stderr": 0.050251890762960605, "acc_norm": 0.5, "acc_norm_stderr": 0.050251890762960605 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.4190751445086705, "acc_stderr": 0.02656417811142262, "acc_norm": 0.4190751445086705, "acc_norm_stderr": 0.02656417811142262 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.36809815950920244, "acc_stderr": 0.03789213935838396, "acc_norm": 0.36809815950920244, "acc_norm_stderr": 0.03789213935838396 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.4537037037037037, "acc_stderr": 0.0277012284685426, "acc_norm": 0.4537037037037037, "acc_norm_stderr": 0.0277012284685426 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.42487046632124353, "acc_stderr": 0.0356747133521254, "acc_norm": 0.42487046632124353, "acc_norm_stderr": 0.0356747133521254 }, "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": 0.46788990825688076, "acc_stderr": 0.021393071222680814, "acc_norm": 0.46788990825688076, "acc_norm_stderr": 0.021393071222680814 }, "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": 0.4215686274509804, "acc_stderr": 0.02827549015679143, "acc_norm": 0.4215686274509804, "acc_norm_stderr": 0.02827549015679143 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|ko_mmlu_international_law|5": { "acc": 0.5619834710743802, "acc_stderr": 0.04529146804435792, "acc_norm": 0.5619834710743802, "acc_norm_stderr": 0.04529146804435792 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.4342105263157895, "acc_stderr": 0.0403356566784832, "acc_norm": 0.4342105263157895, "acc_norm_stderr": 0.0403356566784832 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.29901960784313725, "acc_stderr": 0.018521756215423027, "acc_norm": 0.29901960784313725, "acc_norm_stderr": 0.018521756215423027 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.31560283687943264, "acc_stderr": 0.027724989449509314, "acc_norm": 0.31560283687943264, "acc_norm_stderr": 0.027724989449509314 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.20535714285714285, "acc_stderr": 0.03834241021419073, "acc_norm": 0.20535714285714285, "acc_norm_stderr": 0.03834241021419073 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.37962962962962965, "acc_stderr": 0.03309682581119035, "acc_norm": 0.37962962962962965, "acc_norm_stderr": 0.03309682581119035 }, "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": 0.29, "acc_stderr": 0.04560480215720684, "acc_norm": 0.29, "acc_norm_stderr": 0.04560480215720684 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.39, "acc_stderr": 0.04902071300001974, "acc_norm": 0.39, "acc_norm_stderr": 0.04902071300001974 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.2610294117647059, "acc_stderr": 0.02667925227010311, "acc_norm": 0.2610294117647059, "acc_norm_stderr": 0.02667925227010311 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.45714285714285713, "acc_stderr": 0.03189141832421397, "acc_norm": 0.45714285714285713, "acc_norm_stderr": 0.03189141832421397 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.47257383966244726, "acc_stderr": 0.03249822718301303, "acc_norm": 0.47257383966244726, "acc_norm_stderr": 0.03249822718301303 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.3011734028683181, "acc_stderr": 0.011717148751648435, "acc_norm": 0.3011734028683181, "acc_norm_stderr": 0.011717148751648435 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.38235294117647056, "acc_stderr": 0.03410785338904719, "acc_norm": 0.38235294117647056, "acc_norm_stderr": 0.03410785338904719 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.45454545454545453, "acc_stderr": 0.038881769216741004, "acc_norm": 0.45454545454545453, "acc_norm_stderr": 0.038881769216741004 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.24724602203182375, "mc1_stderr": 0.015102404797359649, "mc2": 0.40735838259254725, "mc2_stderr": 0.0148987552825206 }, "harness|ko_commongen_v2|2": { "acc": 0.4765258215962441, "acc_stderr": 0.017120879527725653, "acc_norm": 0.573943661971831, "acc_norm_stderr": 0.016951313945591816 } }, "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": "kiyoonyoo/ko-en-trans-platypus-13b-v2", "model_sha": "d050d876d84bdce99f417f180479586cf0fe8a86", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }