{ "results": { "harness|ko_arc_challenge|25": { "acc": 0.27559726962457337, "acc_stderr": 0.013057169655761838, "acc_norm": 0.3191126279863481, "acc_norm_stderr": 0.013621696119173304 }, "harness|ko_hellaswag|10": { "acc": 0.33718382792272455, "acc_stderr": 0.004717820714968746, "acc_norm": 0.416849233220474, "acc_norm_stderr": 0.004920298437884909 }, "harness|ko_mmlu_world_religions|5": { "acc": 0.4853801169590643, "acc_stderr": 0.038331852752130205, "acc_norm": 0.4853801169590643, "acc_norm_stderr": 0.038331852752130205 }, "harness|ko_mmlu_management|5": { "acc": 0.30097087378640774, "acc_stderr": 0.045416094465039476, "acc_norm": 0.30097087378640774, "acc_norm_stderr": 0.045416094465039476 }, "harness|ko_mmlu_miscellaneous|5": { "acc": 0.39208173690932313, "acc_stderr": 0.017458524050147643, "acc_norm": 0.39208173690932313, "acc_norm_stderr": 0.017458524050147643 }, "harness|ko_mmlu_anatomy|5": { "acc": 0.31851851851851853, "acc_stderr": 0.04024778401977111, "acc_norm": 0.31851851851851853, "acc_norm_stderr": 0.04024778401977111 }, "harness|ko_mmlu_abstract_algebra|5": { "acc": 0.3, "acc_stderr": 0.046056618647183814, "acc_norm": 0.3, "acc_norm_stderr": 0.046056618647183814 }, "harness|ko_mmlu_conceptual_physics|5": { "acc": 0.31063829787234043, "acc_stderr": 0.03025123757921317, "acc_norm": 0.31063829787234043, "acc_norm_stderr": 0.03025123757921317 }, "harness|ko_mmlu_virology|5": { "acc": 0.27710843373493976, "acc_stderr": 0.03484331592680589, "acc_norm": 0.27710843373493976, "acc_norm_stderr": 0.03484331592680589 }, "harness|ko_mmlu_philosophy|5": { "acc": 0.3440514469453376, "acc_stderr": 0.02698147804364803, "acc_norm": 0.3440514469453376, "acc_norm_stderr": 0.02698147804364803 }, "harness|ko_mmlu_human_aging|5": { "acc": 0.336322869955157, "acc_stderr": 0.03170882426845501, "acc_norm": 0.336322869955157, "acc_norm_stderr": 0.03170882426845501 }, "harness|ko_mmlu_human_sexuality|5": { "acc": 0.3816793893129771, "acc_stderr": 0.0426073515764456, "acc_norm": 0.3816793893129771, "acc_norm_stderr": 0.0426073515764456 }, "harness|ko_mmlu_medical_genetics|5": { "acc": 0.37, "acc_stderr": 0.04852365870939099, "acc_norm": 0.37, "acc_norm_stderr": 0.04852365870939099 }, "harness|ko_mmlu_high_school_geography|5": { "acc": 0.32323232323232326, "acc_stderr": 0.03332299921070645, "acc_norm": 0.32323232323232326, "acc_norm_stderr": 0.03332299921070645 }, "harness|ko_mmlu_electrical_engineering|5": { "acc": 0.3586206896551724, "acc_stderr": 0.039966295748767186, "acc_norm": 0.3586206896551724, "acc_norm_stderr": 0.039966295748767186 }, "harness|ko_mmlu_college_physics|5": { "acc": 0.17647058823529413, "acc_stderr": 0.03793281185307808, "acc_norm": 0.17647058823529413, "acc_norm_stderr": 0.03793281185307808 }, "harness|ko_mmlu_high_school_microeconomics|5": { "acc": 0.3277310924369748, "acc_stderr": 0.030489911417673227, "acc_norm": 0.3277310924369748, "acc_norm_stderr": 0.030489911417673227 }, "harness|ko_mmlu_high_school_macroeconomics|5": { "acc": 0.31025641025641026, "acc_stderr": 0.02345467488940429, "acc_norm": 0.31025641025641026, "acc_norm_stderr": 0.02345467488940429 }, "harness|ko_mmlu_computer_security|5": { "acc": 0.41, "acc_stderr": 0.049431107042371025, "acc_norm": 0.41, "acc_norm_stderr": 0.049431107042371025 }, "harness|ko_mmlu_global_facts|5": { "acc": 0.25, "acc_stderr": 0.04351941398892446, "acc_norm": 0.25, "acc_norm_stderr": 0.04351941398892446 }, "harness|ko_mmlu_jurisprudence|5": { "acc": 0.4444444444444444, "acc_stderr": 0.04803752235190192, "acc_norm": 0.4444444444444444, "acc_norm_stderr": 0.04803752235190192 }, "harness|ko_mmlu_high_school_chemistry|5": { "acc": 0.3103448275862069, "acc_stderr": 0.03255086769970103, "acc_norm": 0.3103448275862069, "acc_norm_stderr": 0.03255086769970103 }, "harness|ko_mmlu_high_school_biology|5": { "acc": 0.3419354838709677, "acc_stderr": 0.02698528957655274, "acc_norm": 0.3419354838709677, "acc_norm_stderr": 0.02698528957655274 }, "harness|ko_mmlu_marketing|5": { "acc": 0.49572649572649574, "acc_stderr": 0.032754892643821316, "acc_norm": 0.49572649572649574, "acc_norm_stderr": 0.032754892643821316 }, "harness|ko_mmlu_clinical_knowledge|5": { "acc": 0.32075471698113206, "acc_stderr": 0.028727502957880263, "acc_norm": 0.32075471698113206, "acc_norm_stderr": 0.028727502957880263 }, "harness|ko_mmlu_public_relations|5": { "acc": 0.3181818181818182, "acc_stderr": 0.04461272175910507, "acc_norm": 0.3181818181818182, "acc_norm_stderr": 0.04461272175910507 }, "harness|ko_mmlu_high_school_mathematics|5": { "acc": 0.27037037037037037, "acc_stderr": 0.027080372815145668, "acc_norm": 0.27037037037037037, "acc_norm_stderr": 0.027080372815145668 }, "harness|ko_mmlu_high_school_physics|5": { "acc": 0.2251655629139073, "acc_stderr": 0.03410435282008937, "acc_norm": 0.2251655629139073, "acc_norm_stderr": 0.03410435282008937 }, "harness|ko_mmlu_sociology|5": { "acc": 0.472636815920398, "acc_stderr": 0.03530235517334682, "acc_norm": 0.472636815920398, "acc_norm_stderr": 0.03530235517334682 }, "harness|ko_mmlu_college_medicine|5": { "acc": 0.2947976878612717, "acc_stderr": 0.034765996075164785, "acc_norm": 0.2947976878612717, "acc_norm_stderr": 0.034765996075164785 }, "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": 0.3125, "acc_stderr": 0.038760854559127644, "acc_norm": 0.3125, "acc_norm_stderr": 0.038760854559127644 }, "harness|ko_mmlu_college_chemistry|5": { "acc": 0.27, "acc_stderr": 0.04461960433384739, "acc_norm": 0.27, "acc_norm_stderr": 0.04461960433384739 }, "harness|ko_mmlu_us_foreign_policy|5": { "acc": 0.47, "acc_stderr": 0.05016135580465919, "acc_norm": 0.47, "acc_norm_stderr": 0.05016135580465919 }, "harness|ko_mmlu_moral_disputes|5": { "acc": 0.3554913294797688, "acc_stderr": 0.025770292082977247, "acc_norm": 0.3554913294797688, "acc_norm_stderr": 0.025770292082977247 }, "harness|ko_mmlu_logical_fallacies|5": { "acc": 0.31901840490797545, "acc_stderr": 0.03661997551073836, "acc_norm": 0.31901840490797545, "acc_norm_stderr": 0.03661997551073836 }, "harness|ko_mmlu_prehistory|5": { "acc": 0.37037037037037035, "acc_stderr": 0.02686949074481525, "acc_norm": 0.37037037037037035, "acc_norm_stderr": 0.02686949074481525 }, "harness|ko_mmlu_college_mathematics|5": { "acc": 0.32, "acc_stderr": 0.046882617226215034, "acc_norm": 0.32, "acc_norm_stderr": 0.046882617226215034 }, "harness|ko_mmlu_high_school_government_and_politics|5": { "acc": 0.37823834196891193, "acc_stderr": 0.034998072761933376, "acc_norm": 0.37823834196891193, "acc_norm_stderr": 0.034998072761933376 }, "harness|ko_mmlu_econometrics|5": { "acc": 0.21929824561403508, "acc_stderr": 0.03892431106518753, "acc_norm": 0.21929824561403508, "acc_norm_stderr": 0.03892431106518753 }, "harness|ko_mmlu_high_school_psychology|5": { "acc": 0.3376146788990826, "acc_stderr": 0.020275265986638903, "acc_norm": 0.3376146788990826, "acc_norm_stderr": 0.020275265986638903 }, "harness|ko_mmlu_formal_logic|5": { "acc": 0.3333333333333333, "acc_stderr": 0.042163702135578345, "acc_norm": 0.3333333333333333, "acc_norm_stderr": 0.042163702135578345 }, "harness|ko_mmlu_nutrition|5": { "acc": 0.35947712418300654, "acc_stderr": 0.027475969910660956, "acc_norm": 0.35947712418300654, "acc_norm_stderr": 0.027475969910660956 }, "harness|ko_mmlu_business_ethics|5": { "acc": 0.44, "acc_stderr": 0.04988876515698589, "acc_norm": 0.44, "acc_norm_stderr": 0.04988876515698589 }, "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": 0.2631578947368421, "acc_stderr": 0.03583496176361061, "acc_norm": 0.2631578947368421, "acc_norm_stderr": 0.03583496176361061 }, "harness|ko_mmlu_professional_psychology|5": { "acc": 0.3088235294117647, "acc_stderr": 0.018690850273595284, "acc_norm": 0.3088235294117647, "acc_norm_stderr": 0.018690850273595284 }, "harness|ko_mmlu_professional_accounting|5": { "acc": 0.29432624113475175, "acc_stderr": 0.02718712701150381, "acc_norm": 0.29432624113475175, "acc_norm_stderr": 0.02718712701150381 }, "harness|ko_mmlu_machine_learning|5": { "acc": 0.32142857142857145, "acc_stderr": 0.04432804055291519, "acc_norm": 0.32142857142857145, "acc_norm_stderr": 0.04432804055291519 }, "harness|ko_mmlu_high_school_statistics|5": { "acc": 0.39814814814814814, "acc_stderr": 0.033384734032074016, "acc_norm": 0.39814814814814814, "acc_norm_stderr": 0.033384734032074016 }, "harness|ko_mmlu_moral_scenarios|5": { "acc": 0.2435754189944134, "acc_stderr": 0.014355911964767857, "acc_norm": 0.2435754189944134, "acc_norm_stderr": 0.014355911964767857 }, "harness|ko_mmlu_college_computer_science|5": { "acc": 0.37, "acc_stderr": 0.04852365870939099, "acc_norm": 0.37, "acc_norm_stderr": 0.04852365870939099 }, "harness|ko_mmlu_high_school_computer_science|5": { "acc": 0.36, "acc_stderr": 0.048241815132442176, "acc_norm": 0.36, "acc_norm_stderr": 0.048241815132442176 }, "harness|ko_mmlu_professional_medicine|5": { "acc": 0.40441176470588236, "acc_stderr": 0.029812630701569743, "acc_norm": 0.40441176470588236, "acc_norm_stderr": 0.029812630701569743 }, "harness|ko_mmlu_security_studies|5": { "acc": 0.47346938775510206, "acc_stderr": 0.03196412734523272, "acc_norm": 0.47346938775510206, "acc_norm_stderr": 0.03196412734523272 }, "harness|ko_mmlu_high_school_world_history|5": { "acc": 0.3459915611814346, "acc_stderr": 0.03096481058878671, "acc_norm": 0.3459915611814346, "acc_norm_stderr": 0.03096481058878671 }, "harness|ko_mmlu_professional_law|5": { "acc": 0.26727509778357234, "acc_stderr": 0.011302607515637513, "acc_norm": 0.26727509778357234, "acc_norm_stderr": 0.011302607515637513 }, "harness|ko_mmlu_high_school_us_history|5": { "acc": 0.3137254901960784, "acc_stderr": 0.03256685484460388, "acc_norm": 0.3137254901960784, "acc_norm_stderr": 0.03256685484460388 }, "harness|ko_mmlu_high_school_european_history|5": { "acc": 0.36363636363636365, "acc_stderr": 0.03756335775187897, "acc_norm": 0.36363636363636365, "acc_norm_stderr": 0.03756335775187897 }, "harness|ko_truthfulqa_mc|0": { "mc1": 0.31334149326805383, "mc1_stderr": 0.016238065069059605, "mc2": 0.48487503732289583, "mc2_stderr": 0.015806306421646696 }, "harness|ko_commongen_v2|2": { "acc": 0.2535211267605634, "acc_stderr": 0.014912520668056985, "acc_norm": 0.2934272300469484, "acc_norm_stderr": 0.015608597269197893 } }, "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": "NousResearch/Nous-Hermes-llama-2-7b", "model_sha": "b7c3ec54b754175e006ef75696a2ba3802697078", "model_dtype": "torch.float16", "lighteval_sha": "", "num_few_shot_default": 0, "num_fewshot_seeds": 1, "override_batch_size": 1, "max_samples": null } }