removed mmlu altworlds

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_04/style_04_virology.yaml

-"dataset_name": "virology"
-"description": "The following are multiple choice questions (with answers) about virology.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_04_lo_virology"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_04/style_04_world_religions.yaml

-"dataset_name": "world_religions"
-"description": "The following are multiple choice questions (with answers) about world religions.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_04_lo_world_religions"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/_template_yaml

-group: mmlu_style_05_lo
-dataset_path: cais/mmlu
-test_split: test
-fewshot_split: dev
-output_type: multiple_choice
-doc_to_text: "Answer the following question with fruit that represents the options: {{question.strip()}}\n(Apple) {{choices[0]}}\n(Banana) {{choices[1]}}\n(Cantaloupe) {{choices[2]}}\n(Durian) {{choices[3]}}\nAnswer: "
-doc_to_choice: ['(Apple)', '(Banana)', '(Cantaloupe)', '(Durian)']
-doc_to_target: answer
-metric_list:
-  - metric: acc
-    aggregation: mean
-    higher_is_better: true
-  - metric: brier_score

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_abstract_algebra.yaml

-"dataset_name": "abstract_algebra"
-"description": "The following are multiple choice questions (with answers) about abstract algebra.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_abstract_algebra"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_anatomy.yaml

-"dataset_name": "anatomy"
-"description": "The following are multiple choice questions (with answers) about anatomy.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_anatomy"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_astronomy.yaml

-"dataset_name": "astronomy"
-"description": "The following are multiple choice questions (with answers) about astronomy.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_astronomy"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_business_ethics.yaml

-"dataset_name": "business_ethics"
-"description": "The following are multiple choice questions (with answers) about business ethics.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_business_ethics"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_clinical_knowledge.yaml

-"dataset_name": "clinical_knowledge"
-"description": "The following are multiple choice questions (with answers) about clinical knowledge.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_clinical_knowledge"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_college_biology.yaml

-"dataset_name": "college_biology"
-"description": "The following are multiple choice questions (with answers) about college biology.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_college_biology"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_college_chemistry.yaml

-"dataset_name": "college_chemistry"
-"description": "The following are multiple choice questions (with answers) about college chemistry.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_college_chemistry"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_college_computer_science.yaml

-"dataset_name": "college_computer_science"
-"description": "The following are multiple choice questions (with answers) about college computer science.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_college_computer_science"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_college_mathematics.yaml

-"dataset_name": "college_mathematics"
-"description": "The following are multiple choice questions (with answers) about college mathematics.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_college_mathematics"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_college_medicine.yaml

-"dataset_name": "college_medicine"
-"description": "The following are multiple choice questions (with answers) about college medicine.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_college_medicine"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_college_physics.yaml

-"dataset_name": "college_physics"
-"description": "The following are multiple choice questions (with answers) about college physics.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_college_physics"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_computer_security.yaml

-"dataset_name": "computer_security"
-"description": "The following are multiple choice questions (with answers) about computer security.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_computer_security"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_conceptual_physics.yaml

-"dataset_name": "conceptual_physics"
-"description": "The following are multiple choice questions (with answers) about conceptual physics.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_conceptual_physics"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_econometrics.yaml

-"dataset_name": "econometrics"
-"description": "The following are multiple choice questions (with answers) about econometrics.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_econometrics"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_electrical_engineering.yaml

-"dataset_name": "electrical_engineering"
-"description": "The following are multiple choice questions (with answers) about electrical engineering.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_electrical_engineering"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_elementary_mathematics.yaml

-"dataset_name": "elementary_mathematics"
-"description": "The following are multiple choice questions (with answers) about elementary mathematics.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_elementary_mathematics"

lm_eval/tasks/mmlu/alternative_worlds/letters_only/style_05/style_05_formal_logic.yaml

-"dataset_name": "formal_logic"
-"description": "The following are multiple choice questions (with answers) about formal logic.\n\n"
-"include": "_template_yaml"
-"task": "mmlu_style_05_lo_formal_logic"