OpenCompass/configs/datasets/storycloze/storycloze_ppl_7f4c64.py
2023-07-04 22:11:33 +08:00

37 lines
1.2 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 storyclozeDataset
storycloze_reader_cfg = dict(
input_columns=['context', 'sentence_quiz1', 'sentence_quiz2'],
output_column='answer_right_ending',
train_split='test',
test_split='test')
storycloze_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
1: "{context}{sentence_quiz1}",
2: "{context}{sentence_quiz2}",
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
storycloze_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
# The original story cloze dataset and repo are not long maintaining.
# Using multilingual version of this dataset.
storycloze_datasets = [
dict(
abbr='story_cloze',
type=storyclozeDataset,
path='juletxara/xstory_cloze',
name='en',
reader_cfg=storycloze_reader_cfg,
infer_cfg=storycloze_infer_cfg,
eval_cfg=storycloze_eval_cfg)
]