OpenCompass/configs/datasets/safety/safety_gen_c0a5b8.py
2023-07-05 03:15:31 +00:00

31 lines
917 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.openicl.icl_evaluator import ToxicEvaluator
from opencompass.datasets import SafetyDataset
safety_reader_cfg = dict(
input_columns=['prompt'],
output_column='idx',
train_split='test',
test_split='test')
# TODO: allow empty output-column
safety_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template='{prompt}'),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer))
safety_eval_cfg = dict(evaluator=dict(type=ToxicEvaluator), )
safety_datasets = [
dict(
type=SafetyDataset,
path='./data/safety.txt',
reader_cfg=safety_reader_cfg,
infer_cfg=safety_infer_cfg,
eval_cfg=safety_eval_cfg)
]