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lm-evaluation/build/lib/lm_eval/tasks/belebele/belebele_sin_Latn.yaml

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+"fewshot_split": "sin_Latn"
+"include": "_default_template_yaml"
+"task": "belebele_sin_Latn"
+"test_split": "sin_Latn"

lm-evaluation/build/lib/lm_eval/tasks/qa4mre/qa4mre_2011.yaml

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+group:
+  - qa4mre
+task: qa4mre_2011
+dataset_path: qa4mre
+dataset_name: 2011.main.EN
+output_type: multiple_choice
+test_split: train
+# doc_to_text: "{{document_str.strip()}}\nQuestion: {{question_str}}\nChoices:\n- {{answer_choices|join('\n- ')}}\nAnswer:"
+doc_to_text: "{{document_str.strip()}}\nQuestion: {{question_str}}\nAnswer:"
+doc_to_target: "{{correct_answer_id|int - 1}}"
+doc_to_choice: "{{answer_options.answer_str}}"
+should_decontaminate: true
+doc_to_decontamination_query: "{{document_str.strip()}} + ' ' + {{question_str}}"
+metric_list:
+  - metric: acc
+    aggregation: mean
+    higher_is_better: true
+  - metric: acc_norm
+    aggregation: mean
+    higher_is_better: true
+metadata:
+  version: 1.0

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/_default_template_yaml

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+dataset_path: ZoneTwelve/tmmluplus # a copy of `ikala/tmmluplus`
+test_split: test
+fewshot_split: train
+fewshot_config:
+  sampler: first_n
+output_type: multiple_choice
+process_docs: !function utils.process_docs
+doc_to_text: "{{question.strip()}}\nA. {{choices[0]}}\nB. {{choices[1]}}\nC. {{choices[2]}}\nD. {{choices[3]}}\nAnswer:"
+doc_to_choice: ["A", "B", "C", "D"]
+doc_to_target: answer
+metric_list:
+  - metric: acc
+    aggregation: mean
+    higher_is_better: true
+  - metric: acc_norm
+    aggregation: mean
+    higher_is_better: true
+metadata:
+  version: 0.1

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/_generate_configs.py

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+"""
+Take in a YAML, and output all "other" splits with this YAML
+"""
+import argparse
+import os
+
+import pandas as pd
+import yaml
+from tqdm import tqdm
+
+
+# Copy from https://github.com/iKala/ievals/blob/main/ievals/settings.py
+# from TMMLU+ offical example
+categories = {
+    "STEM": [
+        "physics",
+        "chemistry",
+        "biology",
+        "computer science",
+        "math",
+        "engineering",
+    ],
+    "humanities": ["history", "philosophy", "law"],
+    "social_sciences": [
+        "politics",
+        "culture",
+        "economics",
+        "geography",
+        "psychology",
+        "education",
+    ],
+    "other": ["other", "business", "health"],  # (business, health, misc.)
+}
+
+task_list = [
+    "engineering_math",
+    "dentistry",
+    "traditional_chinese_medicine_clinical_medicine",
+    "clinical_psychology",
+    "technical",
+    "culinary_skills",
+    "mechanical",
+    "logic_reasoning",
+    "real_estate",
+    "general_principles_of_law",
+    "finance_banking",
+    "anti_money_laundering",
+    "ttqav2",
+    "marketing_management",
+    "business_management",
+    "organic_chemistry",
+    "advance_chemistry",
+    "physics",
+    "secondary_physics",
+    "human_behavior",
+    "national_protection",
+    "jce_humanities",
+    "politic_science",
+    "agriculture",
+    "official_document_management",
+    "financial_analysis",
+    "pharmacy",
+    "educational_psychology",
+    "statistics_and_machine_learning",
+    "management_accounting",
+    "introduction_to_law",
+    "computer_science",
+    "veterinary_pathology",
+    "accounting",
+    "fire_science",
+    "optometry",
+    "insurance_studies",
+    "pharmacology",
+    "taxation",
+    "education_(profession_level)",
+    "economics",
+    "veterinary_pharmacology",
+    "nautical_science",
+    "occupational_therapy_for_psychological_disorders",
+    "trust_practice",
+    "geography_of_taiwan",
+    "physical_education",
+    "auditing",
+    "administrative_law",
+    "basic_medical_science",
+    "macroeconomics",
+    "trade",
+    "chinese_language_and_literature",
+    "tve_design",
+    "junior_science_exam",
+    "junior_math_exam",
+    "junior_chinese_exam",
+    "junior_social_studies",
+    "tve_mathematics",
+    "tve_chinese_language",
+    "tve_natural_sciences",
+    "junior_chemistry",
+    "music",
+    "education",
+    "three_principles_of_people",
+    "taiwanese_hokkien",
+]
+subject2name = {}
+# subject2category = {}
+SUBJECTS = {}
+
+
+def parse_args():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--base_yaml_path", required=True)
+    parser.add_argument("--save_prefix_path", default="tmmluplus")
+    parser.add_argument("--cot_prompt_path", default=None)
+    parser.add_argument("--task_prefix", default="")
+    parser.add_argument("--group_prefix", default="")
+    parser.add_argument("--subject_file", default="subject.tsv")
+    return parser.parse_args()
+
+
+if __name__ == "__main__":
+    args = parse_args()
+    from pathlib import Path
+
+    # Initialization
+    SUBJECT_FILE = Path(__file__).parent / Path(args.subject_file)
+
+    df = pd.read_csv(SUBJECT_FILE, delimiter="\t")
+
+    for _, row in df.iterrows():
+        for _c in categories:
+            if row["subject"] in SUBJECTS:
+                raise ValueError("Duplicate tasks.")
+            if row["category"] in categories[_c]:  # append new item into SUBJECTS
+                SUBJECTS[row["subject"]] = _c
+                subject2name[row["subject"]] = row["name"]
+                break
+    # End of SUBJECTS initialization
+
+    # get filename of base_yaml so we can `"include": ` it in our "other" YAMLs.
+    base_yaml_name = os.path.split(args.base_yaml_path)[-1]
+    with open(args.base_yaml_path) as f:
+        base_yaml = yaml.full_load(f)
+
+    if args.cot_prompt_path is not None:
+        import json
+
+        with open(args.cot_prompt_path) as f:
+            cot_file = json.load(f)
+
+    ALL_CATEGORIES = []
+    for subject, category in tqdm(SUBJECTS.items()):
+        if category not in ALL_CATEGORIES:
+            ALL_CATEGORIES.append(category)
+
+        if args.cot_prompt_path is not None:
+            description = cot_file[subject]
+        else:
+            name_of_subject = subject2name[subject].replace("＿", " ")
+            description = f"以下為{name_of_subject}的單選題，請提供正確答案的選項。\n\n"
+            # description = f"The following are multiple choice questions (with answers) about {' '.join(subject.split('_'))}.\n\n"
+
+        yaml_dict = {
+            "include": base_yaml_name,
+            "group": f"tmmluplus_{args.task_prefix}_{category}"
+            if args.task_prefix != ""
+            else f"tmmluplus_{category}",
+            "group_alias": category.replace("_", " "),
+            "task": f"tmmluplus_{args.task_prefix}_{subject}"
+            if args.task_prefix != ""
+            else f"tmmluplus_{subject}",
+            "task_alias": subject.replace("_", " "),
+            "dataset_name": subject,
+            "description": description,
+        }
+
+        file_save_path = args.save_prefix_path + f"_{subject}.yaml"
+        # eval_logger.info(f"Saving yaml for subset {subject} to {file_save_path}")
+        with open(file_save_path, "w") as yaml_file:
+            yaml.dump(
+                yaml_dict,
+                yaml_file,
+                # width=float("inf"),
+                allow_unicode=True,
+                default_style='"',
+            )
+
+    if args.task_prefix != "":
+        mmlu_subcategories = [
+            f"tmmluplus_{args.task_prefix}_{category}" for category in ALL_CATEGORIES
+        ]
+    else:
+        mmlu_subcategories = [f"tmmluplus_{category}" for category in ALL_CATEGORIES]
+
+    if args.group_prefix != "":
+        file_save_path = args.group_prefix + ".yaml"
+    else:
+        file_save_path = args.save_prefix_path + ".yaml"
+
+    # eval_logger.info(f"Saving benchmark config to {file_save_path}")
+    with open(file_save_path, "w") as yaml_file:
+        yaml.dump(
+            {
+                "group": f"tmmluplus_{args.task_prefix}"
+                if args.task_prefix != ""
+                else "tmmluplus",
+                "task": mmlu_subcategories,
+            },
+            yaml_file,
+            indent=4,
+            default_flow_style=False,
+        )

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus.yaml

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+group: tmmluplus
+task:
+- tmmluplus_other
+- tmmluplus_social_sciences
+- tmmluplus_humanities
+- tmmluplus_STEM

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_accounting.yaml

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+"dataset_name": "accounting"
+"description": "以下為會計學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_accounting"
+"task_alias": "accounting"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_administrative_law.yaml

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+"dataset_name": "administrative_law"
+"description": "以下為行政法的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_administrative_law"
+"task_alias": "administrative law"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_advance_chemistry.yaml

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+"dataset_name": "advance_chemistry"
+"description": "以下為化學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_advance_chemistry"
+"task_alias": "advance chemistry"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_agriculture.yaml

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+"dataset_name": "agriculture"
+"description": "以下為農業的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_agriculture"
+"task_alias": "agriculture"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_business_management.yaml

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+"dataset_name": "business_management"
+"description": "以下為企業管理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_business_management"
+"task_alias": "business management"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_chinese_language_and_literature.yaml

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+"dataset_name": "chinese_language_and_literature"
+"description": "以下為國文的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_chinese_language_and_literature"
+"task_alias": "chinese language and literature"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_clinical_psychology.yaml

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+"dataset_name": "clinical_psychology"
+"description": "以下為臨床心理學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_clinical_psychology"
+"task_alias": "clinical psychology"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_dentistry.yaml

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+"dataset_name": "dentistry"
+"description": "以下為牙醫學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_dentistry"
+"task_alias": "dentistry"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_economics.yaml

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+"dataset_name": "economics"
+"description": "以下為經濟學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_economics"
+"task_alias": "economics"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_education.yaml

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+"dataset_name": "education"
+"description": "以下為教育常識的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_education"
+"task_alias": "education"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_educational_psychology.yaml

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+"dataset_name": "educational_psychology"
+"description": "以下為教育心理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_educational_psychology"
+"task_alias": "educational psychology"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_engineering_math.yaml

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+"dataset_name": "engineering_math"
+"description": "以下為工程數學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_engineering_math"
+"task_alias": "engineering math"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_finance_banking.yaml

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+"dataset_name": "finance_banking"
+"description": "以下為金融與法規的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_finance_banking"
+"task_alias": "finance banking"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_financial_analysis.yaml

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+"dataset_name": "financial_analysis"
+"description": "以下為財務分析的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_financial_analysis"
+"task_alias": "financial analysis"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_fire_science.yaml

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+"dataset_name": "fire_science"
+"description": "以下為火災學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_fire_science"
+"task_alias": "fire science"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_general_principles_of_law.yaml

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+"dataset_name": "general_principles_of_law"
+"description": "以下為法學大意的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_general_principles_of_law"
+"task_alias": "general principles of law"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_geography_of_taiwan.yaml

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+"dataset_name": "geography_of_taiwan"
+"description": "以下為台灣地理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_geography_of_taiwan"
+"task_alias": "geography of taiwan"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_human_behavior.yaml

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+"dataset_name": "human_behavior"
+"description": "以下為人類行為與社會的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_human_behavior"
+"task_alias": "human behavior"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_insurance_studies.yaml

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+"dataset_name": "insurance_studies"
+"description": "以下為保險學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_insurance_studies"
+"task_alias": "insurance studies"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_introduction_to_law.yaml

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+"dataset_name": "introduction_to_law"
+"description": "以下為法律概論的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_introduction_to_law"
+"task_alias": "introduction to law"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_jce_humanities.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "jce_humanities"
+"description": "以下為指考人文科目的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_jce_humanities"
+"task_alias": "jce humanities"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_junior_chemistry.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "junior_chemistry"
+"description": "以下為國中理化的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_chemistry"
+"task_alias": "junior chemistry"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_junior_chinese_exam.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "junior_chinese_exam"
+"description": "以下為國中會考基測國文的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_chinese_exam"
+"task_alias": "junior chinese exam"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_junior_math_exam.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "junior_math_exam"
+"description": "以下為國中會考基測數學科的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_math_exam"
+"task_alias": "junior math exam"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_junior_science_exam.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "junior_science_exam"
+"description": "以下為國中會考基測自然科的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_junior_science_exam"
+"task_alias": "junior science exam"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_linear_algebra.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "linear_algebra"
+"description": "以下為線代的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_linear_algebra"
+"task_alias": "linear algebra"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_logic_reasoning.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "logic_reasoning"
+"description": "以下為邏輯思維的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_logic_reasoning"
+"task_alias": "logic reasoning"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_macroeconomics.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "macroeconomics"
+"description": "以下為總經的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_macroeconomics"
+"task_alias": "macroeconomics"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_marketing_management.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "marketing_management"
+"description": "以下為行銷管理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_marketing_management"
+"task_alias": "marketing management"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_music.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "music"
+"description": "以下為音樂科的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_music"
+"task_alias": "music"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_national_protection.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "national_protection"
+"description": "以下為軍事的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_national_protection"
+"task_alias": "national protection"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_nautical_science.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "nautical_science"
+"description": "以下為航海的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_nautical_science"
+"task_alias": "nautical science"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_occupational_therapy_for_psychological_disorders.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "occupational_therapy_for_psychological_disorders"
+"description": "以下為心理障礙職能治療學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_occupational_therapy_for_psychological_disorders"
+"task_alias": "occupational therapy for psychological disorders"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_official_document_management.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "official_document_management"
+"description": "以下為機關文書的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_official_document_management"
+"task_alias": "official document management"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_optometry.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "optometry"
+"description": "以下為視光學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_optometry"
+"task_alias": "optometry"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_organic_chemistry.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "organic_chemistry"
+"description": "以下為有機化學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_organic_chemistry"
+"task_alias": "organic chemistry"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_pharmacology.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "pharmacology"
+"description": "以下為藥理學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_pharmacology"
+"task_alias": "pharmacology"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_pharmacy.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "pharmacy"
+"description": "以下為藥劑學的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_pharmacy"
+"task_alias": "pharmacy"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_physics.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "physics"
+"description": "以下為物理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_physics"
+"task_alias": "physics"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_politic_science.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "politic_science"
+"description": "以下為政治的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_politic_science"
+"task_alias": "politic science"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_real_estate.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "real_estate"
+"description": "以下為房地產的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "tmmluplus_real_estate"
+"task_alias": "real estate"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_secondary_physics.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "secondary_physics"
+"description": "以下為高中物理的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_secondary_physics"
+"task_alias": "secondary physics"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_statistics_and_machine_learning.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "statistics_and_machine_learning"
+"description": "以下為統計與機器學習的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_STEM"
+"group_alias": "STEM"
+"include": "_default_template_yaml"
+"task": "tmmluplus_statistics_and_machine_learning"
+"task_alias": "statistics and machine learning"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_taiwanese_hokkien.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "taiwanese_hokkien"
+"description": "以下為閩南語的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_social_sciences"
+"group_alias": "social sciences"
+"include": "_default_template_yaml"
+"task": "tmmluplus_taiwanese_hokkien"
+"task_alias": "taiwanese hokkien"

lm-evaluation/build/lib/lm_eval/tasks/tmmluplus/default/tmmluplus_taxation.yaml

@@ -0,0 +1,7 @@
+"dataset_name": "taxation"
+"description": "以下為稅務的單選題，請提供正確答案的選項。\n\n"
+"group": "tmmluplus_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "tmmluplus_taxation"
+"task_alias": "taxation"