mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
34 lines
1.1 KiB
Python
34 lines
1.1 KiB
Python
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 HFDataset
|
|
|
|
siqa_reader_cfg = dict(
|
|
input_columns=['context', 'question', 'answerA', 'answerB', 'answerC'],
|
|
output_column='label',
|
|
test_split='validation')
|
|
|
|
siqa_infer_cfg = dict(
|
|
prompt_template=dict(
|
|
type=PromptTemplate,
|
|
template={
|
|
1: 'The following makes sense:\n {context} \nQ: {question}\nA: {answerA}',
|
|
2: 'The following makes sense:\n {context} \nQ: {question}\nA: {answerB}',
|
|
3: 'The following makes sense:\n {context} \nQ: {question}\nA: {answerC}',
|
|
}),
|
|
retriever=dict(type=ZeroRetriever),
|
|
inferencer=dict(type=PPLInferencer))
|
|
|
|
siqa_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
|
|
|
|
siqa_datasets = [
|
|
dict(
|
|
abbr="siqa",
|
|
type=HFDataset,
|
|
path='social_i_qa',
|
|
reader_cfg=siqa_reader_cfg,
|
|
infer_cfg=siqa_infer_cfg,
|
|
eval_cfg=siqa_eval_cfg)
|
|
]
|