OpenCompass/configs/datasets/Xsum/Xsum_gen_31397e.py

40 lines
1.1 KiB
Python
Raw Normal View History

2023-07-04 21:34:55 +08:00
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 RougeEvaluator
from opencompass.datasets import XsumDataset
2024-05-14 15:35:58 +08:00
Xsum_reader_cfg = dict(input_columns=['dialogue'], output_column='summary')
2023-07-04 21:34:55 +08:00
Xsum_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template=dict(round=[
dict(
2024-05-14 15:35:58 +08:00
role='HUMAN',
2023-07-04 21:34:55 +08:00
prompt=
2024-05-14 15:35:58 +08:00
'Document{dialogue}\nBased on the previous text, provide a brief single summary:'
2023-07-04 21:34:55 +08:00
),
]),
),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer),
)
Xsum_eval_cfg = dict(
evaluator=dict(type=RougeEvaluator),
pred_role='BOT',
2024-05-14 15:35:58 +08:00
pred_postprocessor=dict(type='Xsum'),
2023-07-04 21:34:55 +08:00
)
Xsum_datasets = [
dict(
type=XsumDataset,
2024-05-14 15:35:58 +08:00
abbr='Xsum',
path='./data/Xsum/dev.jsonl',
2023-07-04 21:34:55 +08:00
reader_cfg=Xsum_reader_cfg,
infer_cfg=Xsum_infer_cfg,
eval_cfg=Xsum_eval_cfg,
)
]