OpenCompass/configs/datasets/siqa/siqa_gen_18632c.py
Fengzhe Zhou b4afe3e7c1
[Sync] Add InternLM2 Keyset Evaluation Demo (#807)
Co-authored-by: zhangyifan1 <zhangyifan1@pjlab.org.cn>
2024-01-17 13:48:12 +08:00

42 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.custom import OptionSimAccEvaluator
from opencompass.datasets import siqaDataset_V3
siqa_reader_cfg = dict(
input_columns=["context", "question", "A", "B", "C"],
output_column="answer",
test_split="validation")
siqa_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template=dict(
round=[
dict(
role="HUMAN",
prompt=
"{context}\nQuestion: {question}\nA. {A}\nB. {B}\nC. {C}\nAnswer:"
)
], ),
),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer),
)
siqa_eval_cfg = dict(
evaluator=dict(type=OptionSimAccEvaluator, options='ABC'),
pred_role="BOT",
)
siqa_datasets = [
dict(
abbr="siqa",
type=siqaDataset_V3,
path='./data/siqa',
reader_cfg=siqa_reader_cfg,
infer_cfg=siqa_infer_cfg,
eval_cfg=siqa_eval_cfg)
]