OpenCompass/configs/datasets/summscreen/summscreen_gen_653185.py
2024-05-14 15:35:58 +08:00

49 lines
1.6 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 BleuEvaluator
from opencompass.datasets import SummScreenDataset
from opencompass.utils.text_postprocessors import general_cn_postprocess
summscreen_reader_cfg = dict(
input_columns='content',
output_column='summary',
train_split='dev',
test_split='dev')
summscreen_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template=dict(
begin=[
dict(
role='SYSTEM',
fallback_role='HUMAN',
prompt=
'Please summarize the following English play script in English:'
),
],
round=[
dict(role='HUMAN', prompt='{content}'),
dict(role='BOT', prompt='{summary}'),
])),
retriever=dict(type=ZeroRetriever),
inferencer=dict(
type=GenInferencer, batch_size=4, max_out_len=500, max_seq_len=8192))
summscreen_eval_cfg = dict(
evaluator=dict(type=BleuEvaluator),
pred_role='BOT',
pred_postprocessor=dict(type=general_cn_postprocess),
dataset_postprocessor=dict(type=general_cn_postprocess))
summscreen_datasets = [
dict(
type=SummScreenDataset,
path='./data/SummScreen/',
abbr='SummScreen',
reader_cfg=summscreen_reader_cfg,
infer_cfg=summscreen_infer_cfg,
eval_cfg=summscreen_eval_cfg)
]