{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.3993174061433447, "acc_stderr": 0.014312094557946704, "acc_norm": 0.46501706484641636, "acc_norm_stderr": 0.01457558392201967 }, "harness|ko_hellaswag|10": { "acc": 0.4229237203744274, "acc_stderr": 0.004930138842768219, "acc_norm": 0.5690101573391755, "acc_norm_stderr": 0.004942026200279584 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.4678362573099415, "acc_stderr": 0.03826882417660369, "acc_norm": 0.4678362573099415, "acc_norm_stderr": 0.03826882417660369 }, "harness|ko_mmlu_management|5": { "acc": 0.5339805825242718, "acc_stderr": 0.0493929144727348, "acc_norm": 0.5339805825242718, "acc_norm_stderr": 0.0493929144727348 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.5606641123882503, "acc_stderr": 0.017747874245683602, "acc_norm": 0.5606641123882503, "acc_norm_stderr": 0.017747874245683602 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.4666666666666667, "acc_stderr": 0.04309732901036354, "acc_norm": 0.4666666666666667, "acc_norm_stderr": 0.04309732901036354 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.29, "acc_stderr": 0.045604802157206824, "acc_norm": 0.29, "acc_norm_stderr": 0.045604802157206824 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.4297872340425532, "acc_stderr": 0.03236214467715564, "acc_norm": 0.4297872340425532, "acc_norm_stderr": 0.03236214467715564 }, "harness|ko_mmlu_virology|5": { "acc": 0.42168674698795183, "acc_stderr": 0.038444531817709175, "acc_norm": 0.42168674698795183, "acc_norm_stderr": 0.038444531817709175 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.4855305466237942, "acc_stderr": 0.02838619808417768, "acc_norm": 0.4855305466237942, "acc_norm_stderr": 0.02838619808417768 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.5381165919282511, "acc_stderr": 0.033460150119732274, "acc_norm": 0.5381165919282511, "acc_norm_stderr": 0.033460150119732274 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.4961832061068702, "acc_stderr": 0.043851623256015534, "acc_norm": 0.4961832061068702, "acc_norm_stderr": 0.043851623256015534 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.42, "acc_stderr": 0.04960449637488583, "acc_norm": 0.42, "acc_norm_stderr": 0.04960449637488583 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.5757575757575758, "acc_stderr": 0.03521224908841586, "acc_norm": 0.5757575757575758, "acc_norm_stderr": 0.03521224908841586 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.42758620689655175, "acc_stderr": 0.041227371113703316, "acc_norm": 0.42758620689655175, "acc_norm_stderr": 0.041227371113703316 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.2647058823529412, "acc_stderr": 0.04389869956808778, "acc_norm": 0.2647058823529412, "acc_norm_stderr": 0.04389869956808778 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.47478991596638653, "acc_stderr": 0.03243718055137411, "acc_norm": 0.47478991596638653, "acc_norm_stderr": 0.03243718055137411 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.4564102564102564, "acc_stderr": 0.02525448542479961, "acc_norm": 0.4564102564102564, "acc_norm_stderr": 0.02525448542479961 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.5, "acc_stderr": 0.050251890762960605, "acc_norm": 0.5, "acc_norm_stderr": 0.050251890762960605 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.37, "acc_stderr": 0.048523658709391, "acc_norm": 0.37, "acc_norm_stderr": 0.048523658709391 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.5277777777777778, "acc_stderr": 0.04826217294139894, "acc_norm": 0.5277777777777778, "acc_norm_stderr": 0.04826217294139894 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.43842364532019706, "acc_stderr": 0.03491207857486518, "acc_norm": 0.43842364532019706, "acc_norm_stderr": 0.03491207857486518 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.4838709677419355, "acc_stderr": 0.028429203176724555, "acc_norm": 0.4838709677419355, "acc_norm_stderr": 0.028429203176724555 }, "harness|ko_mmlu_marketing|5": { "acc": 0.6282051282051282, "acc_stderr": 0.031660988918880785, "acc_norm": 0.6282051282051282, "acc_norm_stderr": 0.031660988918880785 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.4528301886792453, "acc_stderr": 0.03063562795796182, "acc_norm": 0.4528301886792453, "acc_norm_stderr": 0.03063562795796182 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.5181818181818182, "acc_stderr": 0.04785964010794916, "acc_norm": 0.5181818181818182, "acc_norm_stderr": 0.04785964010794916 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.25925925925925924, "acc_stderr": 0.026719240783712166, "acc_norm": 0.25925925925925924, "acc_norm_stderr": 0.026719240783712166 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.2847682119205298, "acc_stderr": 0.03684881521389024, "acc_norm": 0.2847682119205298, "acc_norm_stderr": 0.03684881521389024 }, "harness|ko_mmlu_sociology|5": { "acc": 0.5920398009950248, "acc_stderr": 0.03475116365194092, "acc_norm": 0.5920398009950248, "acc_norm_stderr": 0.03475116365194092 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.4161849710982659, "acc_stderr": 0.037585177754049466, "acc_norm": 0.4161849710982659, "acc_norm_stderr": 0.037585177754049466 }, "harness|ko_mmlu_elementary_mathematics|5": { "acc": 0.2724867724867725, "acc_stderr": 0.02293097307163335, "acc_norm": 0.2724867724867725, "acc_norm_stderr": 0.02293097307163335 }, "harness|ko_mmlu_college_biology|5": { "acc": 0.3819444444444444, "acc_stderr": 0.040629907841466674, "acc_norm": 0.3819444444444444, "acc_norm_stderr": 0.040629907841466674 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.31, "acc_stderr": 0.04648231987117316, "acc_norm": 0.31, "acc_norm_stderr": 0.04648231987117316 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.61, "acc_stderr": 0.04902071300001975, "acc_norm": 0.61, "acc_norm_stderr": 0.04902071300001975 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.5028901734104047, "acc_stderr": 0.02691864538323901, "acc_norm": 0.5028901734104047, "acc_norm_stderr": 0.02691864538323901 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.5276073619631901, "acc_stderr": 0.0392237829061099, "acc_norm": 0.5276073619631901, "acc_norm_stderr": 0.0392237829061099 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.4783950617283951, "acc_stderr": 0.027794760105008736, "acc_norm": 0.4783950617283951, "acc_norm_stderr": 0.027794760105008736 }, "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": 0.5492227979274611, "acc_stderr": 0.035909109522355244, "acc_norm": 0.5492227979274611, "acc_norm_stderr": 0.035909109522355244 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.2894736842105263, "acc_stderr": 0.04266339443159395, "acc_norm": 0.2894736842105263, "acc_norm_stderr": 0.04266339443159395 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.5743119266055046, "acc_stderr": 0.021199235972470795, "acc_norm": 0.5743119266055046, "acc_norm_stderr": 0.021199235972470795 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.30952380952380953, "acc_stderr": 0.04134913018303316, "acc_norm": 0.30952380952380953, "acc_norm_stderr": 0.04134913018303316 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.40522875816993464, "acc_stderr": 0.02811092849280908, "acc_norm": 0.40522875816993464, "acc_norm_stderr": 0.02811092849280908 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.4, "acc_stderr": 0.049236596391733084, "acc_norm": 0.4, "acc_norm_stderr": 0.049236596391733084 }, "harness|ko_mmlu_international_law|5": { "acc": 0.6363636363636364, "acc_stderr": 0.043913262867240704, "acc_norm": 0.6363636363636364, "acc_norm_stderr": 0.043913262867240704 }, "harness|ko_mmlu_astronomy|5": { "acc": 0.40131578947368424, "acc_stderr": 0.03988903703336284, "acc_norm": 0.40131578947368424, "acc_norm_stderr": 0.03988903703336284 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.38562091503267976, "acc_stderr": 0.01969145905235416, "acc_norm": 0.38562091503267976, "acc_norm_stderr": 0.01969145905235416 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.32269503546099293, "acc_stderr": 0.027889139300534792, "acc_norm": 0.32269503546099293, "acc_norm_stderr": 0.027889139300534792 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.1875, "acc_stderr": 0.0370468111477387, "acc_norm": 0.1875, "acc_norm_stderr": 0.0370468111477387 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.3425925925925926, "acc_stderr": 0.03236585252602157, "acc_norm": 0.3425925925925926, "acc_norm_stderr": 0.03236585252602157 }, "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": 0.34, "acc_stderr": 0.04760952285695235, "acc_norm": 0.34, "acc_norm_stderr": 0.04760952285695235 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.42, "acc_stderr": 0.049604496374885836, "acc_norm": 0.42, "acc_norm_stderr": 0.049604496374885836 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.44485294117647056, "acc_stderr": 0.03018753206032938, "acc_norm": 0.44485294117647056, "acc_norm_stderr": 0.03018753206032938 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.5142857142857142, "acc_stderr": 0.03199615232806286, "acc_norm": 0.5142857142857142, "acc_norm_stderr": 0.03199615232806286 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.6286919831223629, "acc_stderr": 0.03145068600744858, "acc_norm": 0.6286919831223629, "acc_norm_stderr": 0.03145068600744858 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.3474576271186441, "acc_stderr": 0.012161417729749806, "acc_norm": 0.3474576271186441, "acc_norm_stderr": 0.012161417729749806 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.49019607843137253, "acc_stderr": 0.03508637358630573, "acc_norm": 0.49019607843137253, "acc_norm_stderr": 0.03508637358630573 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.5393939393939394, "acc_stderr": 0.03892207016552012, "acc_norm": 0.5393939393939394, "acc_norm_stderr": 0.03892207016552012 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.2558139534883721, "mc1_stderr": 0.015274176219283344, "mc2": 0.4199929776899167, "mc2_stderr": 0.014679195459056854 }, "harness|ko_commongen_v2|2": { "acc": 0.4923258559622196, "acc_stderr": 0.017188329219654276, "acc_norm": 0.5844155844155844, "acc_norm_stderr": 0.016943586313076565 } }, "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": "daekeun-ml/Llama-2-ko-instruct-13B", "model_sha": "a29fb540227b3cbc88a308cc5ed62c26b28d84f1", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }