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
|
2023-07-06 12:27:41 +08:00
|
|
|
|
from opencompass.datasets import XsumDataset, Xsum_postprocess
|
2023-07-04 21:34:55 +08:00
|
|
|
|
|
|
|
|
|
|
Xsum_reader_cfg = dict(input_columns=['dialogue'], output_column='summary')
|
|
|
|
|
|
|
|
|
|
|
|
Xsum_infer_cfg = dict(
|
|
|
|
|
|
prompt_template=dict(
|
|
|
|
|
|
type=PromptTemplate,
|
|
|
|
|
|
template='Document：{dialogue}\n'
|
|
|
|
|
|
'Based on the previous text, provide a brief single summary:'),
|
|
|
|
|
|
retriever=dict(type=ZeroRetriever),
|
|
|
|
|
|
inferencer=dict(type=GenInferencer))
|
|
|
|
|
|
|
|
|
|
|
|
Xsum_eval_cfg = dict(
|
|
|
|
|
|
evaluator=dict(type=RougeEvaluator),
|
2023-07-06 12:27:41 +08:00
|
|
|
|
pred_postprocessor=dict(type=Xsum_postprocess),
|
2023-07-04 21:34:55 +08:00
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
|
|
Xsum_datasets = [
|
|
|
|
|
|
dict(
|
|
|
|
|
|
type=XsumDataset,
|
|
|
|
|
|
abbr='Xsum',
|
|
|
|
|
|
path='./data/Xsum/dev.jsonl',
|
|
|
|
|
|
reader_cfg=Xsum_reader_cfg,
|
|
|
|
|
|
infer_cfg=Xsum_infer_cfg,
|
|
|
|
|
|
eval_cfg=Xsum_eval_cfg)
|
|
|
|
|
|
]
|
