OpenCompass/configs/datasets/wikitext/wikitext_103_raw_ppl_752e2a.py
2024-05-14 15:35:58 +08:00

40 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.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import HFDataset
wikitext_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={0: '{text}'}
),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer), # need a new ppl inferencer
)
wikitext_eval_cfg = dict(evaluator=dict(type=AccEvaluator), )
wikitext_103_raw_datasets = []
for _split in ['validation', 'test']:
wikitext_reader_cfg = dict(
input_columns=['text'],
output_column=None,
train_split='train',
test_split=_split,
)
wikitext_103_raw_datasets.append(
dict(
abbr=f'wikitext-103-raw-{_split}',
type=HFDataset,
path='wikitext',
name='wikitext-103-raw-v1',
reader_cfg=wikitext_reader_cfg,
infer_cfg=wikitext_infer_cfg,
eval_cfg=wikitext_eval_cfg,
)
)