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lm-evaluation/build/lib/lm_eval/tasks/csatqa/_generate_configs.py

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+"""
+Take in a YAML, and output all other splits with this YAML
+"""
+import argparse
+import os
+
+import yaml
+from tqdm import tqdm
+
+from lm_eval.logger import eval_logger
+
+
+SUBSETS = ["WR", "GR", "RCS", "RCSS", "RCH", "LI"]
+
+
+def parse_args():
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--base_yaml_path", required=True)
+    parser.add_argument("--save_prefix_path", default="csatqa")
+    parser.add_argument("--task_prefix", default="")
+    return parser.parse_args()
+
+
+if __name__ == "__main__":
+    args = parse_args()
+
+    # 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, encoding="utf-8") as f:
+        base_yaml = yaml.full_load(f)
+
+    for name in tqdm(SUBSETS):
+        yaml_dict = {
+            "include": base_yaml_name,
+            "task": f"csatqa_{args.task_prefix}_{name}"
+            if args.task_prefix != ""
+            else f"csatqa_{name.lower()}",
+            "dataset_name": name,
+        }
+
+        file_save_path = args.save_prefix_path + f"_{name.lower()}.yaml"
+        eval_logger.info(f"Saving yaml for subset {name} to {file_save_path}")
+        with open(file_save_path, "w", encoding="utf-8") as yaml_file:
+            yaml.dump(
+                yaml_dict,
+                yaml_file,
+                width=float("inf"),
+                allow_unicode=True,
+                default_style='"',
+            )

lm-evaluation/build/lib/lm_eval/tasks/csatqa/csatqa_gr.yaml

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+"dataset_name": "GR"
+"include": "_default_csatqa_yaml"
+"task": "csatqa_gr"

lm-evaluation/build/lib/lm_eval/tasks/csatqa/csatqa_li.yaml

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+"dataset_name": "LI"
+"include": "_default_csatqa_yaml"
+"task": "csatqa_li"

lm-evaluation/build/lib/lm_eval/tasks/csatqa/csatqa_rch.yaml

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+"dataset_name": "RCH"
+"include": "_default_csatqa_yaml"
+"task": "csatqa_rch"

lm-evaluation/build/lib/lm_eval/tasks/csatqa/csatqa_rcs.yaml

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+"dataset_name": "RCS"
+"include": "_default_csatqa_yaml"
+"task": "csatqa_rcs"

lm-evaluation/build/lib/lm_eval/tasks/csatqa/csatqa_rcss.yaml

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+"dataset_name": "RCSS"
+"include": "_default_csatqa_yaml"
+"task": "csatqa_rcss"

lm-evaluation/build/lib/lm_eval/tasks/csatqa/csatqa_wr.yaml

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+"dataset_name": "WR"
+"include": "_default_csatqa_yaml"
+"task": "csatqa_wr"

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/_direct_kmmlu_yaml

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+group:
+    - kmmlu
+    - kmmlu_direct
+dataset_path: HAERAE-HUB/KMMLU
+output_type: generate_until
+test_split: test
+fewshot_split: dev
+doc_to_text: "{{question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n정답："
+doc_to_target: "{{['A', 'B', 'C', 'D'][answer-1]}}"
+metric_list:
+  - metric: exact_match
+    aggregation: mean
+    higher_is_better: true
+    ignore_case: true
+    ignore_punctuation: true
+    regexes_to_ignore:
+          - " "
+generation_kwargs:
+  until:
+    - "Q:"
+    - "\n\n"
+    - "</s>"
+    - "."
+  do_sample: false
+  temperature: 0.0
+metadata:
+  version: 2.0

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_accounting.yaml

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+dataset_name: Accounting
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_accounting

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_agricultural_sciences.yaml

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+dataset_name: Agricultural-Sciences
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_agricultural_sciences

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_aviation_engineering_and_maintenance.yaml

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+dataset_name: Aviation-Engineering-and-Maintenance
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_aviation_engineering_and_maintenance

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_civil_engineering.yaml

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+dataset_name: Civil-Engineering
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_civil_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_construction.yaml

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+dataset_name: Construction
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_construction

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_ecology.yaml

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+dataset_name: Ecology
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_ecology

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_education.yaml

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+dataset_name: Education
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_education

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_electronics_engineering.yaml

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+dataset_name: Electronics-Engineering
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_electronics_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_fashion.yaml

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+dataset_name: Fashion
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_fashion

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_gas_technology_and_engineering.yaml

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+dataset_name: Gas-Technology-and-Engineering
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_gas_technology_and_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_geomatics.yaml

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+dataset_name: Geomatics
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_geomatics

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_information_technology.yaml

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+dataset_name: Information-Technology
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_information_technology

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_interior_architecture_and_design.yaml

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+dataset_name: Interior-Architecture-and-Design
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_interior_architecture_and_design

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_marketing.yaml

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+dataset_name: Marketing
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_marketing

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_materials_engineering.yaml

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+dataset_name: Materials-Engineering
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_materials_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_psychology.yaml

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+dataset_name: Psychology
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_psychology

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_real_estate.yaml

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+dataset_name: Real-Estate
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_real_estate

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/direct/kmmlu_direct_social_welfare.yaml

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+dataset_name: Social-Welfare
+include: _direct_kmmlu_yaml
+task: kmmlu_direct_social_welfare

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/_hard_kmmlu_yaml

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+group:
+    - kmmlu
+    - kmmlu_hard
+dataset_path: HAERAE-HUB/KMMLU-HARD
+output_type: multiple_choice
+test_split: test
+fewshot_split: dev
+doc_to_text: "{{question.strip()}}\nA. {{A}}\nB. {{B}}\nC. {{C}}\nD. {{D}}\n정답："
+doc_to_choice: ["A", "B", "C", "D"]
+doc_to_target: "{{answer-1}}"
+metric_list:
+  - metric: acc
+    aggregation: mean
+    higher_is_better: true
+  - metric: acc_norm
+    aggregation: mean
+    higher_is_better: true
+metadata:
+  version: 2.0

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_accounting.yaml

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+dataset_name: accounting
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_accounting

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_agricultural_sciences.yaml

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+dataset_name: agricultural_sciences
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_agricultural_sciences

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_aviation_engineering_and_maintenance.yaml

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+dataset_name: aviation_engineering_and_maintenance
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_aviation_engineering_and_maintenance

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_biology.yaml

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+dataset_name: biology
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_biology

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_chemical_engineering.yaml

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+dataset_name: chemical_engineering
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_chemical_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_chemistry.yaml

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+dataset_name: chemistry
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_chemistry

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_civil_engineering.yaml

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+dataset_name: civil_engineering
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_civil_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_computer_science.yaml

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+dataset_name: computer_science
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_computer_science

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_construction.yaml

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+dataset_name: construction
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_construction

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_criminal_law.yaml

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+dataset_name: criminal_law
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_criminal_law

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_ecology.yaml

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+dataset_name: ecology
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_ecology

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_economics.yaml

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+dataset_name: economics
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_economics

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_education.yaml

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+dataset_name: education
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_education

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_electrical_engineering.yaml

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+dataset_name: electrical_engineering
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_electrical_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_electronics_engineering.yaml

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+dataset_name: electronics_engineering
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_electronics_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_energy_management.yaml

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+dataset_name: energy_management
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_energy_management

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_environmental_science.yaml

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+dataset_name: environmental_science
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_environmental_science

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_fashion.yaml

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+dataset_name: fashion
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_fashion

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_food_processing.yaml

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+dataset_name: food_processing
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_food_processing

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_gas_technology_and_engineering.yaml

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+dataset_name: gas_technology_and_engineering
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_gas_technology_and_engineering

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_geomatics.yaml

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+dataset_name: geomatics
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_geomatics

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_health.yaml

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+dataset_name: health
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_health

lm-evaluation/build/lib/lm_eval/tasks/kmmlu/hard/kmmlu_hard_industrial_engineer.yaml

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+dataset_name: industrial_engineer
+include: _hard_kmmlu_yaml
+task: kmmlu_hard_industrial_engineer