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lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_es_ejauxiliar.yaml

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+# Generated by utils.py
+dataset_name: es_ejauxiliar
+include: eus_exams_es
+task: eus_exams_es_ejauxiliar

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_es_ejsubalterno.yaml

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+# Generated by utils.py
+dataset_name: es_ejsubalterno
+include: eus_exams_es
+task: eus_exams_es_ejsubalterno

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_es_opeehuaux.yaml

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+# Generated by utils.py
+dataset_name: es_opeehuaux
+include: eus_exams_es
+task: eus_exams_es_opeehuaux

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_es_opeosakienf.yaml

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+# Generated by utils.py
+dataset_name: es_opeosakienf
+include: eus_exams_es
+task: eus_exams_es_opeosakienf

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza4c.yaml

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+# Generated by utils.py
+dataset_name: es_osakidetza4c
+include: eus_exams_es
+task: eus_exams_es_osakidetza4c

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_es_osakidetza5c.yaml

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+# Generated by utils.py
+dataset_name: es_osakidetza5c
+include: eus_exams_es
+task: eus_exams_es_osakidetza5c

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_eu_ejadministrari.yaml

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+# Generated by utils.py
+dataset_name: eu_ejadministrari
+include: eus_exams_eu
+task: eus_exams_eu_ejadministrari

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_eu_opeehuderechoeu.yaml

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+# Generated by utils.py
+dataset_name: eu_opeehuderechoeu
+include: eus_exams_eu
+task: eus_exams_eu_opeehuderechoeu

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_eu_opegasteizkoudala.yaml

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+# Generated by utils.py
+dataset_name: eu_opegasteizkoudala
+include: eus_exams_eu
+task: eus_exams_eu_opegasteizkoudala

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_eu_opeosakivarioseu.yaml

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+# Generated by utils.py
+dataset_name: eu_opeosakivarioseu
+include: eus_exams_eu
+task: eus_exams_eu_opeosakivarioseu

lm-evaluation/lm_eval/tasks/eus_exams/eus_exams_eu_osakidetza7e.yaml

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+# Generated by utils.py
+dataset_name: eu_osakidetza7e
+include: eus_exams_eu
+task: eus_exams_eu_osakidetza7e

lm-evaluation/lm_eval/tasks/mmlu/default/_mmlu.yaml

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+group: mmlu
+task:
+  - mmlu_stem
+  - mmlu_other
+  - mmlu_social_sciences
+  - mmlu_humanities

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_computer_security.yaml

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+"dataset_name": "computer_security"
+"description": "The following are multiple choice questions (with answers) about computer\
+  \ security.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_computer_security"
+"task_alias": "computer_security"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_econometrics.yaml

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+"dataset_name": "econometrics"
+"description": "The following are multiple choice questions (with answers) about econometrics.\n\
+  \n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_econometrics"
+"task_alias": "econometrics"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_elementary_mathematics.yaml

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+"dataset_name": "elementary_mathematics"
+"description": "The following are multiple choice questions (with answers) about elementary\
+  \ mathematics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_elementary_mathematics"
+"task_alias": "elementary_mathematics"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_high_school_macroeconomics.yaml

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+"dataset_name": "high_school_macroeconomics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school macroeconomics.\n\n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_macroeconomics"
+"task_alias": "high_school_macroeconomics"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_high_school_statistics.yaml

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+"dataset_name": "high_school_statistics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school statistics.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_statistics"
+"task_alias": "high_school_statistics"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_high_school_us_history.yaml

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+"dataset_name": "high_school_us_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school us history.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_us_history"
+"task_alias": "high_school_us_history"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_high_school_world_history.yaml

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+"dataset_name": "high_school_world_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school world history.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_high_school_world_history"
+"task_alias": "high_school_world_history"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_jurisprudence.yaml

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+"dataset_name": "jurisprudence"
+"description": "The following are multiple choice questions (with answers) about jurisprudence.\n\
+  \n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_jurisprudence"
+"task_alias": "jurisprudence"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_machine_learning.yaml

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+"dataset_name": "machine_learning"
+"description": "The following are multiple choice questions (with answers) about machine\
+  \ learning.\n\n"
+"group": "mmlu_stem"
+"group_alias": "stem"
+"include": "_default_template_yaml"
+"task": "mmlu_machine_learning"
+"task_alias": "machine_learning"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_professional_law.yaml

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+"dataset_name": "professional_law"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ law.\n\n"
+"group": "mmlu_humanities"
+"group_alias": "humanities"
+"include": "_default_template_yaml"
+"task": "mmlu_professional_law"
+"task_alias": "professional_law"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_professional_medicine.yaml

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+"dataset_name": "professional_medicine"
+"description": "The following are multiple choice questions (with answers) about professional\
+  \ medicine.\n\n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_professional_medicine"
+"task_alias": "professional_medicine"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_sociology.yaml

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+"dataset_name": "sociology"
+"description": "The following are multiple choice questions (with answers) about sociology.\n\
+  \n"
+"group": "mmlu_social_sciences"
+"group_alias": "social_sciences"
+"include": "_default_template_yaml"
+"task": "mmlu_sociology"
+"task_alias": "sociology"

lm-evaluation/lm_eval/tasks/mmlu/default/mmlu_virology.yaml

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+"dataset_name": "virology"
+"description": "The following are multiple choice questions (with answers) about virology.\n\
+  \n"
+"group": "mmlu_other"
+"group_alias": "other"
+"include": "_default_template_yaml"
+"task": "mmlu_virology"
+"task_alias": "virology"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/_mmlu.yaml

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+group: mmlu_flan_cot_zeroshot
+task:
+  - mmlu_flan_cot_zeroshot_stem
+  - mmlu_flan_cot_zeroshot_other
+  - mmlu_flan_cot_zeroshot_social_sciences
+  - mmlu_flan_cot_zeroshot_humanities

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/_mmlu_flan_cot_zeroshot_template_yaml

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+dataset_path: hails/mmlu_no_train # a copy of `cais/mmlu` with no auxiliary_train split
+validation_split: validation
+fewshot_split: dev
+output_type: generate_until
+doc_to_text: "Q: {{question.strip()}}\n(A) {{choices[0]}} (B) {{choices[1]}} (C) {{choices[2]}} (D) {{choices[3]}}\nA: Let's think step by step."
+doc_to_target: "{{['(A)', '(B)', '(C)', '(D)'][answer]}}"
+filter_list:
+  - name: "strict-match"
+    filter:
+      - function: "regex"
+        regex_pattern: "((?<=The answer is )(.*)(?=.)|(?<=the answer is )(.*)(?=.)|(?<=The answer: )(.*)(?=.)|(?<=The final answer: )(.*)(?=.))"
+      - function: "take_first"
+  - name: "flexible-extract"
+    filter:
+      - function: !function utils.MultiChoiceRegexFilter
+        group_select: -1
+        ignore_case: true
+        ignore_punctuation: true
+        regex_pattern: "(\\([A-Z]\\))"
+      - function: "take_first"
+generation_kwargs:
+  until:
+    - "</s>"
+    - "Q:"
+    - "<|im_end|>"
+  do_sample: false
+  temperature: 0.0
+num_fewshot: 0
+metric_list:
+  - metric: exact_match
+    aggregation: mean
+    higher_is_better: true
+    ignore_case: true
+    ignore_punctuation: true
+metadata:
+  version: 1.0

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_abstract_algebra.yaml

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+"dataset_name": "abstract_algebra"
+"description": "The following are multiple choice questions (with answers) about abstract\
+  \ algebra.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_abstract_algebra"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_anatomy.yaml

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+"dataset_name": "anatomy"
+"description": "The following are multiple choice questions (with answers) about anatomy.\n\
+  \n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_anatomy"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_astronomy.yaml

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+"dataset_name": "astronomy"
+"description": "The following are multiple choice questions (with answers) about astronomy.\n\
+  \n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_astronomy"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_business_ethics.yaml

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+"dataset_name": "business_ethics"
+"description": "The following are multiple choice questions (with answers) about business\
+  \ ethics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_other"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_business_ethics"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_clinical_knowledge.yaml

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+"dataset_name": "clinical_knowledge"
+"description": "The following are multiple choice questions (with answers) about clinical\
+  \ knowledge.\n\n"
+"group": "mmlu_flan_cot_zeroshot_other"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_clinical_knowledge"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_biology.yaml

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+"dataset_name": "college_biology"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ biology.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_college_biology"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_chemistry.yaml

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+"dataset_name": "college_chemistry"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ chemistry.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_college_chemistry"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_mathematics.yaml

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+"dataset_name": "college_mathematics"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ mathematics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_college_mathematics"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_medicine.yaml

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+"dataset_name": "college_medicine"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ medicine.\n\n"
+"group": "mmlu_flan_cot_zeroshot_other"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_college_medicine"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_college_physics.yaml

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+"dataset_name": "college_physics"
+"description": "The following are multiple choice questions (with answers) about college\
+  \ physics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_college_physics"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_computer_security.yaml

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+"dataset_name": "computer_security"
+"description": "The following are multiple choice questions (with answers) about computer\
+  \ security.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_computer_security"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_econometrics.yaml

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+"dataset_name": "econometrics"
+"description": "The following are multiple choice questions (with answers) about econometrics.\n\
+  \n"
+"group": "mmlu_flan_cot_zeroshot_social_sciences"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_econometrics"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_electrical_engineering.yaml

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+"dataset_name": "electrical_engineering"
+"description": "The following are multiple choice questions (with answers) about electrical\
+  \ engineering.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_electrical_engineering"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_elementary_mathematics.yaml

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+"dataset_name": "elementary_mathematics"
+"description": "The following are multiple choice questions (with answers) about elementary\
+  \ mathematics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_elementary_mathematics"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_formal_logic.yaml

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+"dataset_name": "formal_logic"
+"description": "The following are multiple choice questions (with answers) about formal\
+  \ logic.\n\n"
+"group": "mmlu_flan_cot_zeroshot_humanities"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_formal_logic"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_global_facts.yaml

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+"dataset_name": "global_facts"
+"description": "The following are multiple choice questions (with answers) about global\
+  \ facts.\n\n"
+"group": "mmlu_flan_cot_zeroshot_other"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_global_facts"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_biology.yaml

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+"dataset_name": "high_school_biology"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school biology.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_biology"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_chemistry.yaml

@@ -0,0 +1,6 @@
+"dataset_name": "high_school_chemistry"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school chemistry.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_chemistry"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_computer_science.yaml

@@ -0,0 +1,6 @@
+"dataset_name": "high_school_computer_science"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school computer science.\n\n"
+"group": "mmlu_flan_cot_zeroshot_stem"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_computer_science"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_european_history.yaml

@@ -0,0 +1,6 @@
+"dataset_name": "high_school_european_history"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school european history.\n\n"
+"group": "mmlu_flan_cot_zeroshot_humanities"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_european_history"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_geography.yaml

@@ -0,0 +1,6 @@
+"dataset_name": "high_school_geography"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school geography.\n\n"
+"group": "mmlu_flan_cot_zeroshot_social_sciences"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_geography"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_government_and_politics.yaml

@@ -0,0 +1,6 @@
+"dataset_name": "high_school_government_and_politics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school government and politics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_social_sciences"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_government_and_politics"

lm-evaluation/lm_eval/tasks/mmlu/flan_cot_zeroshot/mmlu_high_school_macroeconomics.yaml

@@ -0,0 +1,6 @@
+"dataset_name": "high_school_macroeconomics"
+"description": "The following are multiple choice questions (with answers) about high\
+  \ school macroeconomics.\n\n"
+"group": "mmlu_flan_cot_zeroshot_social_sciences"
+"include": "_mmlu_flan_cot_zeroshot_template_yaml"
+"task": "mmlu_flan_cot_zeroshot_high_school_macroeconomics"