task: "mmmu_pro_standard_cot"
dataset_path: MMMU/MMMU_Pro
dataset_name: standard
test_split: test
output_type: generate_until
doc_to_visual: !function utils.mmmu_pro_doc_to_visual
doc_to_text: !function utils.mmmu_pro_doc_to_text
doc_to_target: "{{answer}}"
# The return value of process_results will be used by metrics
process_results: !function utils.mmmu_pro_process_results

metric_list:
  - metric: mmmu_acc
    aggregation: !function utils.mmmu_pro_aggregate_results
    higher_is_better: true

include: _default_template_yaml

lmms_eval_specific_kwargs:
  default:
    pre_prompt: ""
    post_prompt: "Answer the following multiple choice question. The last line of your response should be of the following format: 'Answer: $LETTER' (without quotes) where LETTER is one of options. Think step by step before answering."