OpenCompass/configs/datasets/nq/nq_gen_f491e3.py
2023-07-04 21:34:55 +08:00

28 lines
872 B
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 NaturalQuestionDataset, NQEvaluator
nq_reader_cfg = dict(
input_columns=['question'], output_column='answer', train_split='test')
nq_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template="Answer these questions:\nQ: {question}?\nA:{answer}",
),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer))
nq_eval_cfg = dict(evaluator=dict(type=NQEvaluator), pred_role="BOT")
nq_datasets = [
dict(
type=NaturalQuestionDataset,
abbr='nq',
path='./data/nq/',
reader_cfg=nq_reader_cfg,
infer_cfg=nq_infer_cfg,
eval_cfg=nq_eval_cfg)
]