{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.189419795221843, "acc_stderr": 0.011450705115910767, "acc_norm": 0.23720136518771331, "acc_norm_stderr": 0.012430399829260847 }, "harness|ko_hellaswag|10": { "acc": 0.25423222465644296, "acc_stderr": 0.004345388614520031, "acc_norm": 0.2634933280223063, "acc_norm_stderr": 0.004396273173717444 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.21052631578947367, "acc_stderr": 0.0312678171466318, "acc_norm": 0.21052631578947367, "acc_norm_stderr": 0.0312678171466318 }, "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": 0.28735632183908044, "acc_stderr": 0.0161824107306827, "acc_norm": 0.28735632183908044, "acc_norm_stderr": 0.0161824107306827 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.2518518518518518, "acc_stderr": 0.03749850709174021, "acc_norm": 0.2518518518518518, "acc_norm_stderr": 0.03749850709174021 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.26, "acc_stderr": 0.04408440022768077, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768077 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.32340425531914896, "acc_stderr": 0.03057944277361034, "acc_norm": 0.32340425531914896, "acc_norm_stderr": 0.03057944277361034 }, "harness|ko_mmlu_virology|5": { "acc": 0.3192771084337349, "acc_stderr": 0.03629335329947859, "acc_norm": 0.3192771084337349, "acc_norm_stderr": 0.03629335329947859 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.2733118971061093, "acc_stderr": 0.025311765975426115, "acc_norm": 0.2733118971061093, "acc_norm_stderr": 0.025311765975426115 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.37668161434977576, "acc_stderr": 0.03252113489929189, "acc_norm": 0.37668161434977576, "acc_norm_stderr": 0.03252113489929189 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.22900763358778625, "acc_stderr": 0.036853466317118506, "acc_norm": 0.22900763358778625, "acc_norm_stderr": 0.036853466317118506 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.26, "acc_stderr": 0.04408440022768077, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768077 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.21717171717171718, "acc_stderr": 0.02937661648494563, "acc_norm": 0.21717171717171718, "acc_norm_stderr": 0.02937661648494563 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.2206896551724138, "acc_stderr": 0.03455930201924811, "acc_norm": 0.2206896551724138, "acc_norm_stderr": 0.03455930201924811 }, "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": 0.23109243697478993, "acc_stderr": 0.027381406927868973, "acc_norm": 0.23109243697478993, "acc_norm_stderr": 0.027381406927868973 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.2205128205128205, "acc_stderr": 0.021020672680827912, "acc_norm": 0.2205128205128205, "acc_norm_stderr": 0.021020672680827912 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.24, "acc_stderr": 0.04292346959909283, "acc_norm": 0.24, "acc_norm_stderr": 0.04292346959909283 }, "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": 0.2962962962962963, "acc_stderr": 0.044143436668549335, "acc_norm": 0.2962962962962963, "acc_norm_stderr": 0.044143436668549335 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.270935960591133, "acc_stderr": 0.031270907132976984, "acc_norm": 0.270935960591133, "acc_norm_stderr": 0.031270907132976984 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.25483870967741934, "acc_stderr": 0.024790118459332208, "acc_norm": 0.25483870967741934, "acc_norm_stderr": 0.024790118459332208 }, "harness|ko_mmlu_marketing|5": { "acc": 0.2564102564102564, "acc_stderr": 0.02860595370200424, "acc_norm": 0.2564102564102564, "acc_norm_stderr": 0.02860595370200424 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.2679245283018868, "acc_stderr": 0.027257260322494845, "acc_norm": 0.2679245283018868, "acc_norm_stderr": 0.027257260322494845 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.34545454545454546, "acc_stderr": 0.04554619617541054, "acc_norm": 0.34545454545454546, "acc_norm_stderr": 0.04554619617541054 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.26296296296296295, "acc_stderr": 0.02684205787383371, "acc_norm": 0.26296296296296295, "acc_norm_stderr": 0.02684205787383371 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.1986754966887417, "acc_stderr": 0.03257847384436776, "acc_norm": 0.1986754966887417, "acc_norm_stderr": 0.03257847384436776 }, "harness|ko_mmlu_sociology|5": { "acc": 0.23880597014925373, "acc_stderr": 0.030147775935409224, "acc_norm": 0.23880597014925373, "acc_norm_stderr": 0.030147775935409224 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.20809248554913296, "acc_stderr": 0.030952890217749895, "acc_norm": 0.20809248554913296, "acc_norm_stderr": 0.030952890217749895 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.2566137566137566, "acc_stderr": 0.022494510767503154, "acc_norm": 0.2566137566137566, "acc_norm_stderr": 0.022494510767503154 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.2222222222222222, "acc_stderr": 0.03476590104304134, "acc_norm": 0.2222222222222222, "acc_norm_stderr": 0.03476590104304134 }, "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": 0.21, "acc_stderr": 0.040936018074033256, "acc_norm": 0.21, "acc_norm_stderr": 0.040936018074033256 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.24566473988439305, "acc_stderr": 0.02317629820399201, "acc_norm": 0.24566473988439305, "acc_norm_stderr": 0.02317629820399201 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.24539877300613497, "acc_stderr": 0.03380939813943353, "acc_norm": 0.24539877300613497, "acc_norm_stderr": 0.03380939813943353 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.2654320987654321, "acc_stderr": 0.02456922360046085, "acc_norm": 0.2654320987654321, "acc_norm_stderr": 0.02456922360046085 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.23, "acc_stderr": 0.04229525846816506, "acc_norm": 0.23, "acc_norm_stderr": 0.04229525846816506 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.20725388601036268, "acc_stderr": 0.029252823291803627, "acc_norm": 0.20725388601036268, "acc_norm_stderr": 0.029252823291803627 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.2807017543859649, "acc_stderr": 0.042270544512321984, "acc_norm": 0.2807017543859649, "acc_norm_stderr": 0.042270544512321984 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.23669724770642203, "acc_stderr": 0.018224078117299095, "acc_norm": 0.23669724770642203, "acc_norm_stderr": 0.018224078117299095 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.1984126984126984, "acc_stderr": 0.03567016675276862, "acc_norm": 0.1984126984126984, "acc_norm_stderr": 0.03567016675276862 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.22875816993464052, "acc_stderr": 0.02405102973991225, "acc_norm": 0.22875816993464052, "acc_norm_stderr": 0.02405102973991225 }, "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": 0.24793388429752067, "acc_stderr": 0.039418975265163025, "acc_norm": 0.24793388429752067, "acc_norm_stderr": 0.039418975265163025 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.19078947368421054, "acc_stderr": 0.031975658210325, "acc_norm": 0.19078947368421054, "acc_norm_stderr": 0.031975658210325 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.2565359477124183, "acc_stderr": 0.017667841612378984, "acc_norm": 0.2565359477124183, "acc_norm_stderr": 0.017667841612378984 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.2553191489361702, "acc_stderr": 0.02601199293090201, "acc_norm": 0.2553191489361702, "acc_norm_stderr": 0.02601199293090201 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.2857142857142857, "acc_stderr": 0.04287858751340456, "acc_norm": 0.2857142857142857, "acc_norm_stderr": 0.04287858751340456 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.16203703703703703, "acc_stderr": 0.025130453652268455, "acc_norm": 0.16203703703703703, "acc_norm_stderr": 0.025130453652268455 }, "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": 0.15, "acc_stderr": 0.0358870281282637, "acc_norm": 0.15, "acc_norm_stderr": 0.0358870281282637 }, "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": 0.20220588235294118, "acc_stderr": 0.02439819298665492, "acc_norm": 0.20220588235294118, "acc_norm_stderr": 0.02439819298665492 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.17142857142857143, "acc_stderr": 0.024127463462650146, "acc_norm": 0.17142857142857143, "acc_norm_stderr": 0.024127463462650146 }, "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": 0.2392438070404172, "acc_stderr": 0.010896123652676653, "acc_norm": 0.2392438070404172, "acc_norm_stderr": 0.010896123652676653 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.2549019607843137, "acc_stderr": 0.03058759135160425, "acc_norm": 0.2549019607843137, "acc_norm_stderr": 0.03058759135160425 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.24848484848484848, "acc_stderr": 0.03374402644139404, "acc_norm": 0.24848484848484848, "acc_norm_stderr": 0.03374402644139404 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.21909424724602203, "mc1_stderr": 0.014480038578757445, "mc2": 0.4671081145098644, "mc2_stderr": 0.01682496498545748 }, "harness|ko_commongen_v2|2": { "acc": 0.0743801652892562, "acc_stderr": 0.009021104510906089, "acc_norm": 0.23258559622195984, "acc_norm_stderr": 0.01452516918241648 } }, "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": "asapppppp/kullm-polyglot-12.8b-v2_lora_finetuning", "model_sha": "1902b727d43126031c1d5a8a28727e6427db578c", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }