2023-08-11 12:48:05 +08:00
|
|
|
from opencompass.openicl.icl_prompt_template import PromptTemplate
|
|
|
|
from opencompass.openicl.icl_retriever import ZeroRetriever
|
|
|
|
from opencompass.openicl.icl_inferencer import PPLInferencer
|
|
|
|
from opencompass.openicl.icl_evaluator import AccEvaluator
|
|
|
|
from opencompass.datasets import ARCDataset
|
|
|
|
|
|
|
|
ARC_c_reader_cfg = dict(
|
|
|
|
input_columns=['question', 'textA', 'textB', 'textC', 'textD'],
|
|
|
|
output_column='answerKey')
|
|
|
|
|
|
|
|
ARC_c_infer_cfg = dict(
|
|
|
|
prompt_template=dict(
|
|
|
|
type=PromptTemplate,
|
|
|
|
template={
|
|
|
|
opt: dict(
|
|
|
|
round=[
|
2024-05-14 15:35:58 +08:00
|
|
|
dict(role='HUMAN', prompt=f'{{question}}\nA. {{textA}}\nB. {{textB}}\nC. {{textC}}\nD. {{textD}}'),
|
|
|
|
dict(role='BOT', prompt=f'Answer: {opt}'),
|
2023-08-11 12:48:05 +08:00
|
|
|
]
|
2024-05-14 15:35:58 +08:00
|
|
|
) for opt in ['A', 'B', 'C', 'D']
|
2023-08-11 12:48:05 +08:00
|
|
|
},
|
|
|
|
),
|
|
|
|
retriever=dict(type=ZeroRetriever),
|
|
|
|
inferencer=dict(type=PPLInferencer))
|
|
|
|
|
|
|
|
ARC_c_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
|
|
|
|
|
|
|
|
ARC_c_datasets = [
|
|
|
|
dict(
|
|
|
|
type=ARCDataset,
|
|
|
|
abbr='ARC-c',
|
|
|
|
path='./data/ARC/ARC-c/ARC-Challenge-Dev.jsonl',
|
|
|
|
reader_cfg=ARC_c_reader_cfg,
|
|
|
|
infer_cfg=ARC_c_infer_cfg,
|
|
|
|
eval_cfg=ARC_c_eval_cfg)
|
|
|
|
]
|