diff --git "a/lm-eval-output/EleutherAI/gpt-j-6b/cmmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json" "b/lm-eval-output/EleutherAI/gpt-j-6b/cmmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json" new file mode 100644--- /dev/null +++ "b/lm-eval-output/EleutherAI/gpt-j-6b/cmmlu/dtype=bfloat16,trust_remote_code=True-num_fewshot=-1-nvidia-gpu/results.json" @@ -0,0 +1,3325 @@ +{ + "results": { + "cmmlu": { + "acc,none": 0.2528924192712831, + "acc_stderr,none": 0.0358206815997799, + "acc_norm,none": 0.2528924192712831, + "acc_norm_stderr,none": 0.0358206815997799, + "alias": "cmmlu" + }, + "cmmlu_agronomy": { + "acc,none": 0.24260355029585798, + "acc_stderr,none": 0.03307162750323177, + "acc_norm,none": 0.24260355029585798, + "acc_norm_stderr,none": 0.03307162750323177, + "alias": " - cmmlu_agronomy" + }, + "cmmlu_anatomy": { + "acc,none": 0.2702702702702703, + "acc_stderr,none": 0.036628698766429046, + "acc_norm,none": 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{{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��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": 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