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lm-eval-data / lm-eval-output /bigscience /bloom-7b1 /cmmlu /dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu /results.json

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	{
	"results": {
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	"alias": "cmmlu"
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	"alias": " - cmmlu_agronomy"
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	"alias": " - cmmlu_anatomy"
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	"alias": " - cmmlu_college_engineering_hydrology"
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	"alias": " - cmmlu_elementary_mathematics"
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	"alias": " - cmmlu_jurisprudence"
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	"alias": " - cmmlu_marxist_theory"
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	"alias": " - cmmlu_modern_chinese"
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	"alias": " - cmmlu_nutrition"
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	"alias": " - cmmlu_professional_accounting"
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	"cmmlu_professional_law": {
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	"alias": " - cmmlu_professional_law"
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	"alias": " - cmmlu_professional_medicine"
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	"alias": " - cmmlu_professional_psychology"
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	"cmmlu_public_relations": {
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	"alias": " - cmmlu_public_relations"
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	"alias": " - cmmlu_security_study"
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	"alias": " - cmmlu_sociology"
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	"alias": " - cmmlu_sports_science"
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	"cmmlu_traditional_chinese_medicine": {
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	"alias": " - cmmlu_traditional_chinese_medicine"
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	"alias": " - cmmlu_virology"
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	"cmmlu_world_history": {
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	"acc_norm_stderr,none": 0.03416149068322981,
	"alias": " - cmmlu_world_history"
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	"cmmlu_world_religions": {
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	"alias": " - cmmlu_world_religions"
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	"groups": {
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	"acc_norm_stderr,none": 0.04055574314806645,
	"alias": "cmmlu"
	}
	},
	"configs": {
	"cmmlu_agronomy": {
	"task": "cmmlu_agronomy",
	"group": "cmmlu",
	"dataset_path": "haonan-li/cmmlu",
	"dataset_name": "agronomy",
	"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": "以下是关于农学的单项选择题，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_anatomy": {
	"task": "cmmlu_anatomy",
	"group": "cmmlu",
	"dataset_path": "haonan-li/cmmlu",
	"dataset_name": "anatomy",
	"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": "以下是关于解剖学的单项选择题，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_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": "multiple_choice",
	"repeats": 1,
	"should_decontaminate": false,
	"metadata": {
	"version": 0.0
	}
	}
	},
	"versions": {
	"cmmlu": "N/A",
	"cmmlu_agronomy": 0.0,
	"cmmlu_anatomy": 0.0,
	"cmmlu_ancient_chinese": 0.0,
	"cmmlu_arts": 0.0,
	"cmmlu_astronomy": 0.0,
	"cmmlu_business_ethics": 0.0,
	"cmmlu_chinese_civil_service_exam": 0.0,
	"cmmlu_chinese_driving_rule": 0.0,
	"cmmlu_chinese_food_culture": 0.0,
	"cmmlu_chinese_foreign_policy": 0.0,
	"cmmlu_chinese_history": 0.0,
	"cmmlu_chinese_literature": 0.0,
	"cmmlu_chinese_teacher_qualification": 0.0,
	"cmmlu_clinical_knowledge": 0.0,
	"cmmlu_college_actuarial_science": 0.0,
	"cmmlu_college_education": 0.0,
	"cmmlu_college_engineering_hydrology": 0.0,
	"cmmlu_college_law": 0.0,
	"cmmlu_college_mathematics": 0.0,
	"cmmlu_college_medical_statistics": 0.0,
	"cmmlu_college_medicine": 0.0,
	"cmmlu_computer_science": 0.0,
	"cmmlu_computer_security": 0.0,
	"cmmlu_conceptual_physics": 0.0,
	"cmmlu_construction_project_management": 0.0,
	"cmmlu_economics": 0.0,
	"cmmlu_education": 0.0,
	"cmmlu_electrical_engineering": 0.0,
	"cmmlu_elementary_chinese": 0.0,
	"cmmlu_elementary_commonsense": 0.0,
	"cmmlu_elementary_information_and_technology": 0.0,
	"cmmlu_elementary_mathematics": 0.0,
	"cmmlu_ethnology": 0.0,
	"cmmlu_food_science": 0.0,
	"cmmlu_genetics": 0.0,
	"cmmlu_global_facts": 0.0,
	"cmmlu_high_school_biology": 0.0,
	"cmmlu_high_school_chemistry": 0.0,
	"cmmlu_high_school_geography": 0.0,
	"cmmlu_high_school_mathematics": 0.0,
	"cmmlu_high_school_physics": 0.0,
	"cmmlu_high_school_politics": 0.0,
	"cmmlu_human_sexuality": 0.0,
	"cmmlu_international_law": 0.0,
	"cmmlu_journalism": 0.0,
	"cmmlu_jurisprudence": 0.0,
	"cmmlu_legal_and_moral_basis": 0.0,
	"cmmlu_logical": 0.0,
	"cmmlu_machine_learning": 0.0,
	"cmmlu_management": 0.0,
	"cmmlu_marketing": 0.0,
	"cmmlu_marxist_theory": 0.0,
	"cmmlu_modern_chinese": 0.0,
	"cmmlu_nutrition": 0.0,
	"cmmlu_philosophy": 0.0,
	"cmmlu_professional_accounting": 0.0,
	"cmmlu_professional_law": 0.0,
	"cmmlu_professional_medicine": 0.0,
	"cmmlu_professional_psychology": 0.0,
	"cmmlu_public_relations": 0.0,
	"cmmlu_security_study": 0.0,
	"cmmlu_sociology": 0.0,
	"cmmlu_sports_science": 0.0,
	"cmmlu_traditional_chinese_medicine": 0.0,
	"cmmlu_virology": 0.0,
	"cmmlu_world_history": 0.0,
	"cmmlu_world_religions": 0.0
	},
	"n-shot": {
	"cmmlu": 0,
	"cmmlu_agronomy": 0,
	"cmmlu_anatomy": 0,
	"cmmlu_ancient_chinese": 0,
	"cmmlu_arts": 0,
	"cmmlu_astronomy": 0,
	"cmmlu_business_ethics": 0,
	"cmmlu_chinese_civil_service_exam": 0,
	"cmmlu_chinese_driving_rule": 0,
	"cmmlu_chinese_food_culture": 0,
	"cmmlu_chinese_foreign_policy": 0,
	"cmmlu_chinese_history": 0,
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