{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.19965870307167236, "acc_stderr": 0.01168162575688869, "acc_norm": 0.26109215017064846, "acc_norm_stderr": 0.012835523909473843 }, "harness|ko_hellaswag|10": { "acc": 0.262796255725951, "acc_stderr": 0.004392531344297395, "acc_norm": 0.28809002190798644, "acc_norm_stderr": 0.004519476835646786 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.42105263157894735, "acc_stderr": 0.037867207062342145, "acc_norm": 0.42105263157894735, "acc_norm_stderr": 0.037867207062342145 }, "harness|ko_mmlu_management|5": { "acc": 0.2815533980582524, "acc_stderr": 0.04453254836326466, "acc_norm": 0.2815533980582524, "acc_norm_stderr": 0.04453254836326466 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.35759897828863346, "acc_stderr": 0.017139488998803302, "acc_norm": 0.35759897828863346, "acc_norm_stderr": 0.017139488998803302 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.32592592592592595, "acc_stderr": 0.04049122041702506, "acc_norm": 0.32592592592592595, "acc_norm_stderr": 0.04049122041702506 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.24, "acc_stderr": 0.04292346959909284, "acc_norm": 0.24, "acc_norm_stderr": 0.04292346959909284 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.3574468085106383, "acc_stderr": 0.03132941789476425, "acc_norm": 0.3574468085106383, "acc_norm_stderr": 0.03132941789476425 }, "harness|ko_mmlu_virology|5": { "acc": 0.35542168674698793, "acc_stderr": 0.03726214354322415, "acc_norm": 0.35542168674698793, "acc_norm_stderr": 0.03726214354322415 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.33440514469453375, "acc_stderr": 0.026795422327893937, "acc_norm": 0.33440514469453375, "acc_norm_stderr": 0.026795422327893937 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.27802690582959644, "acc_stderr": 0.030069584874494047, "acc_norm": 0.27802690582959644, "acc_norm_stderr": 0.030069584874494047 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.3435114503816794, "acc_stderr": 0.041649760719448786, "acc_norm": 0.3435114503816794, "acc_norm_stderr": 0.041649760719448786 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.43, "acc_stderr": 0.049756985195624284, "acc_norm": 0.43, "acc_norm_stderr": 0.049756985195624284 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.3838383838383838, "acc_stderr": 0.034648816750163375, "acc_norm": 0.3838383838383838, "acc_norm_stderr": 0.034648816750163375 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.43448275862068964, "acc_stderr": 0.041307408795554966, "acc_norm": 0.43448275862068964, "acc_norm_stderr": 0.041307408795554966 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.2647058823529412, "acc_stderr": 0.04389869956808777, "acc_norm": 0.2647058823529412, "acc_norm_stderr": 0.04389869956808777 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.40756302521008403, "acc_stderr": 0.03191863374478466, "acc_norm": 0.40756302521008403, "acc_norm_stderr": 0.03191863374478466 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.3333333333333333, "acc_stderr": 0.02390115797940254, "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.02390115797940254 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.47, "acc_stderr": 0.050161355804659205, "acc_norm": 0.47, "acc_norm_stderr": 0.050161355804659205 }, "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": 0.37962962962962965, "acc_stderr": 0.04691521224077742, "acc_norm": 0.37962962962962965, "acc_norm_stderr": 0.04691521224077742 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.35960591133004927, "acc_stderr": 0.03376458246509567, "acc_norm": 0.35960591133004927, "acc_norm_stderr": 0.03376458246509567 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.36129032258064514, "acc_stderr": 0.027327548447957532, "acc_norm": 0.36129032258064514, "acc_norm_stderr": 0.027327548447957532 }, "harness|ko_mmlu_marketing|5": { "acc": 0.36752136752136755, "acc_stderr": 0.03158539157745636, "acc_norm": 0.36752136752136755, "acc_norm_stderr": 0.03158539157745636 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.3283018867924528, "acc_stderr": 0.028901593612411784, "acc_norm": 0.3283018867924528, "acc_norm_stderr": 0.028901593612411784 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.32727272727272727, "acc_stderr": 0.04494290866252088, "acc_norm": 0.32727272727272727, "acc_norm_stderr": 0.04494290866252088 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.3148148148148148, "acc_stderr": 0.028317533496066465, "acc_norm": 0.3148148148148148, "acc_norm_stderr": 0.028317533496066465 }, "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": 0.39800995024875624, "acc_stderr": 0.03461199429040014, "acc_norm": 0.39800995024875624, "acc_norm_stderr": 0.03461199429040014 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.31213872832369943, "acc_stderr": 0.035331333893236574, "acc_norm": 0.31213872832369943, "acc_norm_stderr": 0.035331333893236574 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.328042328042328, "acc_stderr": 0.0241804971643769, "acc_norm": 0.328042328042328, "acc_norm_stderr": 0.0241804971643769 }, "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": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.44, "acc_stderr": 0.04988876515698589, "acc_norm": 0.44, "acc_norm_stderr": 0.04988876515698589 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.32947976878612717, "acc_stderr": 0.025305258131879706, "acc_norm": 0.32947976878612717, "acc_norm_stderr": 0.025305258131879706 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.3006134969325153, "acc_stderr": 0.03602511318806771, "acc_norm": 0.3006134969325153, "acc_norm_stderr": 0.03602511318806771 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.2962962962962963, "acc_stderr": 0.02540719779889017, "acc_norm": 0.2962962962962963, "acc_norm_stderr": 0.02540719779889017 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.33, "acc_stderr": 0.04725815626252605, "acc_norm": 0.33, "acc_norm_stderr": 0.04725815626252605 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.29015544041450775, "acc_stderr": 0.03275264467791516, "acc_norm": 0.29015544041450775, "acc_norm_stderr": 0.03275264467791516 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.2631578947368421, "acc_stderr": 0.0414243971948936, "acc_norm": 0.2631578947368421, "acc_norm_stderr": 0.0414243971948936 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.3339449541284404, "acc_stderr": 0.020220554196736403, "acc_norm": 0.3339449541284404, "acc_norm_stderr": 0.020220554196736403 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.2857142857142857, "acc_stderr": 0.0404061017820884, "acc_norm": 0.2857142857142857, "acc_norm_stderr": 0.0404061017820884 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.38235294117647056, "acc_stderr": 0.027826109307283686, "acc_norm": 0.38235294117647056, "acc_norm_stderr": 0.027826109307283686 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.32, "acc_stderr": 0.046882617226215034, "acc_norm": 0.32, "acc_norm_stderr": 0.046882617226215034 }, "harness|ko_mmlu_international_law|5": { "acc": 0.5041322314049587, "acc_stderr": 0.045641987674327526, "acc_norm": 0.5041322314049587, "acc_norm_stderr": 0.045641987674327526 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.42105263157894735, "acc_stderr": 0.04017901275981748, "acc_norm": 0.42105263157894735, "acc_norm_stderr": 0.04017901275981748 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.29411764705882354, "acc_stderr": 0.018433427649401896, "acc_norm": 0.29411764705882354, "acc_norm_stderr": 0.018433427649401896 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.3262411347517731, "acc_stderr": 0.027968453043563168, "acc_norm": 0.3262411347517731, "acc_norm_stderr": 0.027968453043563168 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.3125, "acc_stderr": 0.043994650575715215, "acc_norm": 0.3125, "acc_norm_stderr": 0.043994650575715215 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.39351851851851855, "acc_stderr": 0.03331747876370312, "acc_norm": 0.39351851851851855, "acc_norm_stderr": 0.03331747876370312 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.2636871508379888, "acc_stderr": 0.014736926383761983, "acc_norm": 0.2636871508379888, "acc_norm_stderr": 0.014736926383761983 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.36, "acc_stderr": 0.04824181513244218, "acc_norm": 0.36, "acc_norm_stderr": 0.04824181513244218 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.46, "acc_stderr": 0.05009082659620332, "acc_norm": 0.46, "acc_norm_stderr": 0.05009082659620332 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.3713235294117647, "acc_stderr": 0.02934980313976587, "acc_norm": 0.3713235294117647, "acc_norm_stderr": 0.02934980313976587 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.4448979591836735, "acc_stderr": 0.031814251181977865, "acc_norm": 0.4448979591836735, "acc_norm_stderr": 0.031814251181977865 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.33755274261603374, "acc_stderr": 0.03078154910202622, "acc_norm": 0.33755274261603374, "acc_norm_stderr": 0.03078154910202622 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.303129074315515, "acc_stderr": 0.011738669951254298, "acc_norm": 0.303129074315515, "acc_norm_stderr": 0.011738669951254298 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.3480392156862745, "acc_stderr": 0.03343311240488418, "acc_norm": 0.3480392156862745, "acc_norm_stderr": 0.03343311240488418 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.3515151515151515, "acc_stderr": 0.037282069986826503, "acc_norm": 0.3515151515151515, "acc_norm_stderr": 0.037282069986826503 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.2484700122399021, "mc1_stderr": 0.015127427096520688, "mc2": 0.4886424856035836, "mc2_stderr": 0.016537537410601783 }, "harness|ko_commongen_v2|2": { "acc": 0.12160566706021252, "acc_stderr": 0.011236640546845988, "acc_norm": 0.2644628099173554, "acc_norm_stderr": 0.015163499477892412 } }, "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": "4yo1/llama3-eng-ko-8b-sl6_1", "model_sha": "82835f842c382a868f4c6f5fac4baa1d80c1cfab", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }