OpenCompass/configs/datasets/LEvalMultidocQA/LEval_multidocqa_gen_87dc85.py
Tong Gao bf79ff1c6d
[Feature] Add LEval datasets
Co-authored-by: kennymckormick <dhd@pku.edu.cn>
2023-08-11 17:38:31 +08:00

41 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 GenInferencer
from opencompass.openicl.icl_evaluator import EMEvaluator, RougeEvaluator
from opencompass.datasets import LEvalMultidocQADataset
LEval_multidocqa_reader_cfg = dict(
input_columns=['context', 'question'],
output_column='answer',
train_split='test',
test_split='test'
)
LEval_multidocqa_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template=dict(
round=[
dict(role='HUMAN', prompt='{context}\nQuestion: {question}?\nAnswer:'),
dict(role='BOT', prompt=''),
], )),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer, max_out_len=64)
)
LEval_multidocqa_eval_cfg = dict(
evaluator=dict(type=RougeEvaluator),
pred_role='BOT'
)
LEval_multidocqa_datasets = [
dict(
type=LEvalMultidocQADataset,
abbr='LEval_multidocqa',
path='L4NLP/LEval',
name='multidoc_qa',
reader_cfg=LEval_multidocqa_reader_cfg,
infer_cfg=LEval_multidocqa_infer_cfg,
eval_cfg=LEval_multidocqa_eval_cfg)
]