OpenCompass/configs/datasets/qasper/qasper_gen_1230f2.py
2023-07-04 21:34:55 +08:00

37 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 GenInferencer
from opencompass.datasets import QASPERDataset, TriviaQAEvaluator
qasper_reader_cfg = dict(
input_columns=['question', 'evidence'],
output_column='answer',
train_split='dev',
test_split='dev')
qasper_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template=dict(
round=[
dict(
role='HUMAN',
prompt='{evidence}\nAnswer these questions:\nQ: {question}?A:'),
dict(role='BOT', prompt=''),
], )),
retriever=dict(type=ZeroRetriever),
inferencer=dict(
type=GenInferencer, max_out_len=50, max_seq_len=8192, batch_size=4))
qasper_eval_cfg = dict(evaluator=dict(type=TriviaQAEvaluator), pred_role='BOT')
qasper_datasets = [
dict(
type=QASPERDataset,
abbr='QASPER',
path='./data/QASPER/',
reader_cfg=qasper_reader_cfg,
infer_cfg=qasper_infer_cfg,
eval_cfg=qasper_eval_cfg)
]