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false, "metadata": { "version": 0.0 } }, "cmmlu_ancient_chinese": { "task": "cmmlu_ancient_chinese", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "ancient_chinese", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于古汉语的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_arts": { "task": "cmmlu_arts", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "arts", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于艺术学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_astronomy": { "task": "cmmlu_astronomy", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "astronomy", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于天文学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_business_ethics": { "task": "cmmlu_business_ethics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "business_ethics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于商业伦理的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_chinese_civil_service_exam": { "task": "cmmlu_chinese_civil_service_exam", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "chinese_civil_service_exam", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中国公务员考试的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_chinese_driving_rule": { "task": "cmmlu_chinese_driving_rule", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "chinese_driving_rule", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中国驾驶规则的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_chinese_food_culture": { "task": "cmmlu_chinese_food_culture", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "chinese_food_culture", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中国饮食文化的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_chinese_foreign_policy": { "task": "cmmlu_chinese_foreign_policy", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "chinese_foreign_policy", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中国外交政策的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_chinese_history": { "task": "cmmlu_chinese_history", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "chinese_history", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中国历史的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_chinese_literature": { "task": "cmmlu_chinese_literature", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "chinese_literature", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中国文学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_chinese_teacher_qualification": { "task": "cmmlu_chinese_teacher_qualification", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "chinese_teacher_qualification", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中国教师资格的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_clinical_knowledge": { "task": "cmmlu_clinical_knowledge", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "clinical_knowledge", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于临床知识的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_college_actuarial_science": { "task": "cmmlu_college_actuarial_science", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "college_actuarial_science", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于大学精算学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_college_education": { "task": "cmmlu_college_education", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "college_education", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于大学教育学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_college_engineering_hydrology": { "task": "cmmlu_college_engineering_hydrology", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "college_engineering_hydrology", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于大学工程水文学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_college_law": { "task": "cmmlu_college_law", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "college_law", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于大学法律的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_college_mathematics": { "task": "cmmlu_college_mathematics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "college_mathematics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于大学数学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_college_medical_statistics": { "task": "cmmlu_college_medical_statistics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "college_medical_statistics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于大学医学统计的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_college_medicine": { "task": "cmmlu_college_medicine", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "college_medicine", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于大学医学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_computer_science": { "task": "cmmlu_computer_science", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "computer_science", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于计算机科学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_computer_security": { "task": "cmmlu_computer_security", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "computer_security", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于计算机安全的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_conceptual_physics": { "task": "cmmlu_conceptual_physics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "conceptual_physics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于概念物理学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_construction_project_management": { "task": "cmmlu_construction_project_management", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "construction_project_management", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于建设工程管理的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_economics": { "task": "cmmlu_economics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "economics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于经济学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_education": { "task": "cmmlu_education", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "education", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于教育学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_electrical_engineering": { "task": "cmmlu_electrical_engineering", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "electrical_engineering", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于电气工程的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_elementary_chinese": { "task": "cmmlu_elementary_chinese", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "elementary_chinese", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于小学语文的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_elementary_commonsense": { "task": "cmmlu_elementary_commonsense", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "elementary_commonsense", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于小学常识的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_elementary_information_and_technology": { "task": "cmmlu_elementary_information_and_technology", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "elementary_information_and_technology", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于小学信息技术的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_elementary_mathematics": { "task": "cmmlu_elementary_mathematics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "elementary_mathematics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于初等数学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_ethnology": { "task": "cmmlu_ethnology", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "ethnology", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于民族学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_food_science": { "task": "cmmlu_food_science", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "food_science", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于食品科学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_genetics": { "task": "cmmlu_genetics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "genetics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于遗传学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_global_facts": { "task": "cmmlu_global_facts", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "global_facts", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于全球事实的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_high_school_biology": { "task": "cmmlu_high_school_biology", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "high_school_biology", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于高中生物的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_high_school_chemistry": { "task": "cmmlu_high_school_chemistry", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "high_school_chemistry", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于高中化学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_high_school_geography": { "task": "cmmlu_high_school_geography", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "high_school_geography", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于高中地理的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_high_school_mathematics": { "task": "cmmlu_high_school_mathematics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "high_school_mathematics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于高中数学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_high_school_physics": { "task": "cmmlu_high_school_physics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "high_school_physics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于高中物理学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_high_school_politics": { "task": "cmmlu_high_school_politics", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "high_school_politics", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于高中政治的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_human_sexuality": { "task": "cmmlu_human_sexuality", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "human_sexuality", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于人类性行为的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_international_law": { "task": "cmmlu_international_law", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "international_law", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于国际法学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_journalism": { "task": "cmmlu_journalism", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "journalism", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于新闻学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_jurisprudence": { "task": "cmmlu_jurisprudence", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "jurisprudence", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于法理学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_legal_and_moral_basis": { "task": "cmmlu_legal_and_moral_basis", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "legal_and_moral_basis", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于法律与道德基础的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_logical": { "task": "cmmlu_logical", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "logical", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于逻辑学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_machine_learning": { "task": "cmmlu_machine_learning", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "machine_learning", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于机器学习的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_management": { "task": "cmmlu_management", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "management", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于管理学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_marketing": { "task": "cmmlu_marketing", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "marketing", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于市场营销的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_marxist_theory": { "task": "cmmlu_marxist_theory", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "marxist_theory", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于马克思主义理论的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_modern_chinese": { "task": "cmmlu_modern_chinese", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "modern_chinese", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于现代汉语的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_nutrition": { "task": "cmmlu_nutrition", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "nutrition", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于营养学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_philosophy": { "task": "cmmlu_philosophy", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "philosophy", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于哲学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_professional_accounting": { "task": "cmmlu_professional_accounting", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "professional_accounting", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于专业会计的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_professional_law": { "task": "cmmlu_professional_law", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "professional_law", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于专业法学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_professional_medicine": { "task": "cmmlu_professional_medicine", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "professional_medicine", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于专业医学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_professional_psychology": { "task": "cmmlu_professional_psychology", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "professional_psychology", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于专业心理学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_public_relations": { "task": "cmmlu_public_relations", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "public_relations", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于公共关系的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_security_study": { "task": "cmmlu_security_study", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "security_study", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于安全研究的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_sociology": { "task": "cmmlu_sociology", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "sociology", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于社会学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_sports_science": { "task": "cmmlu_sports_science", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "sports_science", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于体育学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_traditional_chinese_medicine": { "task": "cmmlu_traditional_chinese_medicine", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "traditional_chinese_medicine", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于中医中药的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_virology": { "task": "cmmlu_virology", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "virology", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于病毒学的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_world_history": { "task": "cmmlu_world_history", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "world_history", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于世界历史的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": "multiple_choice", "repeats": 1, "should_decontaminate": false, "metadata": { "version": 0.0 } }, "cmmlu_world_religions": { "task": "cmmlu_world_religions", "group": "cmmlu", "dataset_path": "haonan-li/cmmlu", "dataset_name": "world_religions", "test_split": "test", "fewshot_split": "dev", "doc_to_text": "{{Question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n答案：", "doc_to_target": "{{['A', 'B', 'C', 'D'].index(Answer)}}", "doc_to_choice": [ "A", "B", "C", "D" ], "description": "以下是关于世界宗教的单项选择题，请直接给出正确答案的选项。\n\n", "target_delimiter": " ", "fewshot_delimiter": "\n\n", "fewshot_config": { "sampler": "first_n" }, "metric_list": [ { "metric": "acc", "aggregation": "mean", "higher_is_better": true }, { "metric": "acc_norm", "aggregation": "mean", "higher_is_better": true } ], "output_type": 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