{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.25170648464163825, "acc_stderr": 0.012682496334042963, "acc_norm": 0.30887372013651876, "acc_norm_stderr": 0.013501770929344003 }, "harness|ko_hellaswag|10": { "acc": 0.34096793467436765, "acc_stderr": 0.004730658073041557, "acc_norm": 0.4206333399721171, "acc_norm_stderr": 0.004926518439372268 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.23976608187134502, "acc_stderr": 0.03274485211946956, "acc_norm": 0.23976608187134502, "acc_norm_stderr": 0.03274485211946956 }, "harness|ko_mmlu_management|5": { "acc": 0.2815533980582524, "acc_stderr": 0.04453254836326467, "acc_norm": 0.2815533980582524, "acc_norm_stderr": 0.04453254836326467 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.27586206896551724, "acc_stderr": 0.01598281477469563, "acc_norm": 0.27586206896551724, "acc_norm_stderr": 0.01598281477469563 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.22962962962962963, "acc_stderr": 0.03633384414073462, "acc_norm": 0.22962962962962963, "acc_norm_stderr": 0.03633384414073462 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.15, "acc_stderr": 0.03588702812826373, "acc_norm": 0.15, "acc_norm_stderr": 0.03588702812826373 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.23829787234042554, "acc_stderr": 0.027851252973889802, "acc_norm": 0.23829787234042554, "acc_norm_stderr": 0.027851252973889802 }, "harness|ko_mmlu_virology|5": { "acc": 0.3072289156626506, "acc_stderr": 0.03591566797824665, "acc_norm": 0.3072289156626506, "acc_norm_stderr": 0.03591566797824665 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.2508038585209003, "acc_stderr": 0.024619771956697165, "acc_norm": 0.2508038585209003, "acc_norm_stderr": 0.024619771956697165 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.2062780269058296, "acc_stderr": 0.02715715047956382, "acc_norm": 0.2062780269058296, "acc_norm_stderr": 0.02715715047956382 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.2595419847328244, "acc_stderr": 0.03844876139785271, "acc_norm": 0.2595419847328244, "acc_norm_stderr": 0.03844876139785271 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.22, "acc_stderr": 0.04163331998932269, "acc_norm": 0.22, "acc_norm_stderr": 0.04163331998932269 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.31313131313131315, "acc_stderr": 0.033042050878136525, "acc_norm": 0.31313131313131315, "acc_norm_stderr": 0.033042050878136525 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.2413793103448276, "acc_stderr": 0.03565998174135302, "acc_norm": 0.2413793103448276, "acc_norm_stderr": 0.03565998174135302 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.2647058823529412, "acc_stderr": 0.04389869956808779, "acc_norm": 0.2647058823529412, "acc_norm_stderr": 0.04389869956808779 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.36134453781512604, "acc_stderr": 0.031204691225150006, "acc_norm": 0.36134453781512604, "acc_norm_stderr": 0.031204691225150006 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.28974358974358977, "acc_stderr": 0.023000628243687968, "acc_norm": 0.28974358974358977, "acc_norm_stderr": 0.023000628243687968 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "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": 0.25925925925925924, "acc_stderr": 0.04236511258094633, "acc_norm": 0.25925925925925924, "acc_norm_stderr": 0.04236511258094633 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.28078817733990147, "acc_stderr": 0.03161856335358608, "acc_norm": 0.28078817733990147, "acc_norm_stderr": 0.03161856335358608 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.2806451612903226, "acc_stderr": 0.025560604721022884, "acc_norm": 0.2806451612903226, "acc_norm_stderr": 0.025560604721022884 }, "harness|ko_mmlu_marketing|5": { "acc": 0.2094017094017094, "acc_stderr": 0.026655699653922737, "acc_norm": 0.2094017094017094, "acc_norm_stderr": 0.026655699653922737 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.2792452830188679, "acc_stderr": 0.027611163402399715, "acc_norm": 0.2792452830188679, "acc_norm_stderr": 0.027611163402399715 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.2818181818181818, "acc_stderr": 0.04309118709946459, "acc_norm": 0.2818181818181818, "acc_norm_stderr": 0.04309118709946459 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.26296296296296295, "acc_stderr": 0.026842057873833706, "acc_norm": 0.26296296296296295, "acc_norm_stderr": 0.026842057873833706 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.2980132450331126, "acc_stderr": 0.037345356767871984, "acc_norm": 0.2980132450331126, "acc_norm_stderr": 0.037345356767871984 }, "harness|ko_mmlu_sociology|5": { "acc": 0.18407960199004975, "acc_stderr": 0.02740385941078684, "acc_norm": 0.18407960199004975, "acc_norm_stderr": 0.02740385941078684 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.20809248554913296, "acc_stderr": 0.030952890217749884, "acc_norm": 0.20809248554913296, "acc_norm_stderr": 0.030952890217749884 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.24867724867724866, "acc_stderr": 0.02226181769240018, "acc_norm": 0.24867724867724866, "acc_norm_stderr": 0.02226181769240018 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.24305555555555555, "acc_stderr": 0.03586879280080342, "acc_norm": 0.24305555555555555, "acc_norm_stderr": 0.03586879280080342 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.26, "acc_stderr": 0.0440844002276808, "acc_norm": 0.26, "acc_norm_stderr": 0.0440844002276808 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.2, "acc_stderr": 0.04020151261036843, "acc_norm": 0.2, "acc_norm_stderr": 0.04020151261036843 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.2630057803468208, "acc_stderr": 0.023703099525258172, "acc_norm": 0.2630057803468208, "acc_norm_stderr": 0.023703099525258172 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.3067484662576687, "acc_stderr": 0.03623089915724148, "acc_norm": 0.3067484662576687, "acc_norm_stderr": 0.03623089915724148 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.25617283950617287, "acc_stderr": 0.024288533637726095, "acc_norm": 0.25617283950617287, "acc_norm_stderr": 0.024288533637726095 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.34, "acc_stderr": 0.04760952285695235, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695235 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.25906735751295334, "acc_stderr": 0.03161877917935411, "acc_norm": 0.25906735751295334, "acc_norm_stderr": 0.03161877917935411 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.2982456140350877, "acc_stderr": 0.043036840335373173, "acc_norm": 0.2982456140350877, "acc_norm_stderr": 0.043036840335373173 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.24770642201834864, "acc_stderr": 0.018508143602547805, "acc_norm": 0.24770642201834864, "acc_norm_stderr": 0.018508143602547805 }, "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": 0.2679738562091503, "acc_stderr": 0.025360603796242557, "acc_norm": 0.2679738562091503, "acc_norm_stderr": 0.025360603796242557 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.2, "acc_stderr": 0.04020151261036844, "acc_norm": 0.2, "acc_norm_stderr": 0.04020151261036844 }, "harness|ko_mmlu_international_law|5": { "acc": 0.35537190082644626, "acc_stderr": 0.04369236326573982, "acc_norm": 0.35537190082644626, "acc_norm_stderr": 0.04369236326573982 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.19078947368421054, "acc_stderr": 0.031975658210325004, "acc_norm": 0.19078947368421054, "acc_norm_stderr": 0.031975658210325004 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.24183006535947713, "acc_stderr": 0.017322789207784326, "acc_norm": 0.24183006535947713, "acc_norm_stderr": 0.017322789207784326 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.25177304964539005, "acc_stderr": 0.0258921511567094, "acc_norm": 0.25177304964539005, "acc_norm_stderr": 0.0258921511567094 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.25892857142857145, "acc_stderr": 0.04157751539865629, "acc_norm": 0.25892857142857145, "acc_norm_stderr": 0.04157751539865629 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.2361111111111111, "acc_stderr": 0.028963702570791047, "acc_norm": 0.2361111111111111, "acc_norm_stderr": 0.028963702570791047 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.2636871508379888, "acc_stderr": 0.014736926383761987, "acc_norm": 0.2636871508379888, "acc_norm_stderr": 0.014736926383761987 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.16, "acc_stderr": 0.03684529491774709, "acc_norm": 0.16, "acc_norm_stderr": 0.03684529491774709 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.26, "acc_stderr": 0.04408440022768079, "acc_norm": 0.26, "acc_norm_stderr": 0.04408440022768079 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.19117647058823528, "acc_stderr": 0.023886881922440362, "acc_norm": 0.19117647058823528, "acc_norm_stderr": 0.023886881922440362 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.2816326530612245, "acc_stderr": 0.028795185574291282, "acc_norm": 0.2816326530612245, "acc_norm_stderr": 0.028795185574291282 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.24472573839662448, "acc_stderr": 0.02798569938703642, "acc_norm": 0.24472573839662448, "acc_norm_stderr": 0.02798569938703642 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.23272490221642764, "acc_stderr": 0.0107925955538885, "acc_norm": 0.23272490221642764, "acc_norm_stderr": 0.0107925955538885 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.24019607843137256, "acc_stderr": 0.029983733055913623, "acc_norm": 0.24019607843137256, "acc_norm_stderr": 0.029983733055913623 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.2545454545454545, "acc_stderr": 0.03401506715249039, "acc_norm": 0.2545454545454545, "acc_norm_stderr": 0.03401506715249039 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.23623011015911874, "mc1_stderr": 0.014869755015871096, "mc2": 0.414131633910044, "mc2_stderr": 0.015365810716919849 }, "harness|ko_commongen_v2|2": { "acc": 0.3105076741440378, "acc_stderr": 0.015908004528762003, "acc_norm": 0.3742621015348288, "acc_norm_stderr": 0.016637917789798742 } }, "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-v1.4", "model_sha": "acbd40970c01a4b40debc0d9a9ac096a74673d74", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }