{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.25170648464163825, "acc_stderr": 0.01268249633404297, "acc_norm": 0.3054607508532423, "acc_norm_stderr": 0.013460080478002496 }, "harness|ko_hellaswag|10": { "acc": 0.3325034853614818, "acc_stderr": 0.004701474865207019, "acc_norm": 0.4032065325632344, "acc_norm_stderr": 0.004895390341445625 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.22807017543859648, "acc_stderr": 0.03218093795602357, "acc_norm": 0.22807017543859648, "acc_norm_stderr": 0.03218093795602357 }, "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": 0.22860791826309068, "acc_stderr": 0.015016884698539873, "acc_norm": 0.22860791826309068, "acc_norm_stderr": 0.015016884698539873 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.2740740740740741, "acc_stderr": 0.03853254836552003, "acc_norm": 0.2740740740740741, "acc_norm_stderr": 0.03853254836552003 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.28, "acc_stderr": 0.04512608598542129, "acc_norm": 0.28, "acc_norm_stderr": 0.04512608598542129 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.2170212765957447, "acc_stderr": 0.026947483121496238, "acc_norm": 0.2170212765957447, "acc_norm_stderr": 0.026947483121496238 }, "harness|ko_mmlu_virology|5": { "acc": 0.3253012048192771, "acc_stderr": 0.03647168523683227, "acc_norm": 0.3253012048192771, "acc_norm_stderr": 0.03647168523683227 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.2765273311897106, "acc_stderr": 0.025403832978179622, "acc_norm": 0.2765273311897106, "acc_norm_stderr": 0.025403832978179622 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.3811659192825112, "acc_stderr": 0.032596251184168264, "acc_norm": 0.3811659192825112, "acc_norm_stderr": 0.032596251184168264 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.29770992366412213, "acc_stderr": 0.04010358942462203, "acc_norm": 0.29770992366412213, "acc_norm_stderr": 0.04010358942462203 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.34, "acc_stderr": 0.047609522856952344, "acc_norm": 0.34, "acc_norm_stderr": 0.047609522856952344 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.25252525252525254, "acc_stderr": 0.030954055470365914, "acc_norm": 0.25252525252525254, "acc_norm_stderr": 0.030954055470365914 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.25517241379310346, "acc_stderr": 0.03632984052707842, "acc_norm": 0.25517241379310346, "acc_norm_stderr": 0.03632984052707842 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.18627450980392157, "acc_stderr": 0.03873958714149354, "acc_norm": 0.18627450980392157, "acc_norm_stderr": 0.03873958714149354 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.23109243697478993, "acc_stderr": 0.027381406927868963, "acc_norm": 0.23109243697478993, "acc_norm_stderr": 0.027381406927868963 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.23333333333333334, "acc_stderr": 0.021444547301560476, "acc_norm": 0.23333333333333334, "acc_norm_stderr": 0.021444547301560476 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.18, "acc_stderr": 0.038612291966536955, "acc_norm": 0.18, "acc_norm_stderr": 0.038612291966536955 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.23148148148148148, "acc_stderr": 0.04077494709252627, "acc_norm": 0.23148148148148148, "acc_norm_stderr": 0.04077494709252627 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.24630541871921183, "acc_stderr": 0.030315099285617722, "acc_norm": 0.24630541871921183, "acc_norm_stderr": 0.030315099285617722 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.2870967741935484, "acc_stderr": 0.025736542745594528, "acc_norm": 0.2870967741935484, "acc_norm_stderr": 0.025736542745594528 }, "harness|ko_mmlu_marketing|5": { "acc": 0.2948717948717949, "acc_stderr": 0.029872577708891162, "acc_norm": 0.2948717948717949, "acc_norm_stderr": 0.029872577708891162 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.24528301886792453, "acc_stderr": 0.02648035717989569, "acc_norm": 0.24528301886792453, "acc_norm_stderr": 0.02648035717989569 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.22727272727272727, "acc_stderr": 0.04013964554072775, "acc_norm": 0.22727272727272727, "acc_norm_stderr": 0.04013964554072775 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.2777777777777778, "acc_stderr": 0.027309140588230165, "acc_norm": 0.2777777777777778, "acc_norm_stderr": 0.027309140588230165 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.24503311258278146, "acc_stderr": 0.03511807571804724, "acc_norm": 0.24503311258278146, "acc_norm_stderr": 0.03511807571804724 }, "harness|ko_mmlu_sociology|5": { "acc": 0.29850746268656714, "acc_stderr": 0.032357437893550424, "acc_norm": 0.29850746268656714, "acc_norm_stderr": 0.032357437893550424 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.21965317919075145, "acc_stderr": 0.031568093627031744, "acc_norm": 0.21965317919075145, "acc_norm_stderr": 0.031568093627031744 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.25925925925925924, "acc_stderr": 0.022569897074918417, "acc_norm": 0.25925925925925924, "acc_norm_stderr": 0.022569897074918417 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.2361111111111111, "acc_stderr": 0.03551446610810826, "acc_norm": 0.2361111111111111, "acc_norm_stderr": 0.03551446610810826 }, "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": 0.22, "acc_stderr": 0.04163331998932269, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932269 }, "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": 0.26993865030674846, "acc_stderr": 0.034878251684978906, "acc_norm": 0.26993865030674846, "acc_norm_stderr": 0.034878251684978906 }, "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": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.24352331606217617, "acc_stderr": 0.030975436386845436, "acc_norm": 0.24352331606217617, "acc_norm_stderr": 0.030975436386845436 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.24561403508771928, "acc_stderr": 0.04049339297748141, "acc_norm": 0.24561403508771928, "acc_norm_stderr": 0.04049339297748141 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.26055045871559634, "acc_stderr": 0.01881918203485007, "acc_norm": 0.26055045871559634, "acc_norm_stderr": 0.01881918203485007 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.25396825396825395, "acc_stderr": 0.038932596106046734, "acc_norm": 0.25396825396825395, "acc_norm_stderr": 0.038932596106046734 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.238562091503268, "acc_stderr": 0.024404394928087873, "acc_norm": 0.238562091503268, "acc_norm_stderr": 0.024404394928087873 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.26, "acc_stderr": 0.044084400227680794, "acc_norm": 0.26, "acc_norm_stderr": 0.044084400227680794 }, "harness|ko_mmlu_international_law|5": { "acc": 0.2396694214876033, "acc_stderr": 0.03896878985070417, "acc_norm": 0.2396694214876033, "acc_norm_stderr": 0.03896878985070417 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.20394736842105263, "acc_stderr": 0.03279000406310049, "acc_norm": 0.20394736842105263, "acc_norm_stderr": 0.03279000406310049 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.25980392156862747, "acc_stderr": 0.017740899509177795, "acc_norm": 0.25980392156862747, "acc_norm_stderr": 0.017740899509177795 }, "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": 0.2857142857142857, "acc_stderr": 0.042878587513404544, "acc_norm": 0.2857142857142857, "acc_norm_stderr": 0.042878587513404544 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.3194444444444444, "acc_stderr": 0.03179876342176849, "acc_norm": 0.3194444444444444, "acc_norm_stderr": 0.03179876342176849 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.2558659217877095, "acc_stderr": 0.014593620923210756, "acc_norm": 0.2558659217877095, "acc_norm_stderr": 0.014593620923210756 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.13, "acc_stderr": 0.03379976689896309, "acc_norm": 0.13, "acc_norm_stderr": 0.03379976689896309 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.23, "acc_stderr": 0.04229525846816507, "acc_norm": 0.23, "acc_norm_stderr": 0.04229525846816507 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.3639705882352941, "acc_stderr": 0.02922719246003203, "acc_norm": 0.3639705882352941, "acc_norm_stderr": 0.02922719246003203 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.24081632653061225, "acc_stderr": 0.02737294220178817, "acc_norm": 0.24081632653061225, "acc_norm_stderr": 0.02737294220178817 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.2616033755274262, "acc_stderr": 0.028609516716994934, "acc_norm": 0.2616033755274262, "acc_norm_stderr": 0.028609516716994934 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.23663624511082137, "acc_stderr": 0.010855137351572747, "acc_norm": 0.23663624511082137, "acc_norm_stderr": 0.010855137351572747 }, "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": 0.03192271569548297, "acc_norm": 0.21212121212121213, "acc_norm_stderr": 0.03192271569548297 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.23133414932680538, "mc1_stderr": 0.014761945174862685, "mc2": 0.4101668259727761, "mc2_stderr": 0.01554453474117709 }, "harness|ko_commongen_v2|2": { "acc": 0.26210153482880755, "acc_stderr": 0.015119864670254154, "acc_norm": 0.29043683589138136, "acc_norm_stderr": 0.015607602569814628 } }, "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": "Nara-Lab/nallm-polyglot-ko-1.3b-base", "model_sha": "8fd7fa9b1b5bbe857f65576e2e37bd600e10ce8c", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }