Commit f23ae748 authored by lintangsutawika's avatar lintangsutawika
Browse files

add mmlu variants

parent 191458b8
dataset_name: management
description: 'The following are multiple choice questions (with answers) about management.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_management
dataset_name: marketing
description: 'The following are multiple choice questions (with answers) about marketing.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_marketing
dataset_name: medical_genetics
description: 'The following are multiple choice questions (with answers) about medical
genetics.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_medical_genetics
dataset_name: miscellaneous
description: 'The following are multiple choice questions (with answers) about miscellaneous.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_miscellaneous
dataset_name: moral_disputes
description: 'The following are multiple choice questions (with answers) about moral
disputes.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_moral_disputes
dataset_name: moral_scenarios
description: 'The following are multiple choice questions (with answers) about moral
scenarios.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_moral_scenarios
dataset_name: nutrition
description: 'The following are multiple choice questions (with answers) about nutrition.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_nutrition
dataset_name: philosophy
description: 'The following are multiple choice questions (with answers) about philosophy.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_philosophy
dataset_name: prehistory
description: 'The following are multiple choice questions (with answers) about prehistory.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_prehistory
dataset_name: professional_accounting
description: 'The following are multiple choice questions (with answers) about professional
accounting.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_professional_accounting
dataset_name: professional_law
description: 'The following are multiple choice questions (with answers) about professional
law.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_professional_law
dataset_name: professional_medicine
description: 'The following are multiple choice questions (with answers) about professional
medicine.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_professional_medicine
dataset_name: professional_psychology
description: 'The following are multiple choice questions (with answers) about professional
psychology.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_professional_psychology
dataset_name: public_relations
description: 'The following are multiple choice questions (with answers) about public
relations.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_public_relations
dataset_name: security_studies
description: 'The following are multiple choice questions (with answers) about security
studies.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_security_studies
dataset_name: sociology
description: 'The following are multiple choice questions (with answers) about sociology.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_sociology
dataset_name: us_foreign_policy
description: 'The following are multiple choice questions (with answers) about us
foreign policy.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_us_foreign_policy
dataset_name: virology
description: 'The following are multiple choice questions (with answers) about virology.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_virology
dataset_name: world_religions
description: 'The following are multiple choice questions (with answers) about world
religions.
'
include: _mmlu_flan_generative_template_yaml
task: mmlu_flan_cot_zeroshot_world_religions
group: mmlu_flan
dataset_path: cais/mmlu
validation_split: validation
fewshot_split: dev
doc_to_text: "Q: {{question.strip()}}\n(A) {{choices[0]}} (B) {{choices[1]}} (C) {{choices[2]}} (D) {{choices[3]}}\nA:"
output_type: greedy_until
doc_to_target: "{{['(A)', '(B)', '(C)', '(D)'][answer]}}"
metric_list:
- metric: exact_match
aggregation: mean
higher_is_better: true
ignore_case: true
ignore_punctuation: true
generation_kwargs:
until:
- "</s>"
do_sample: false
temperature: 0.0
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