mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
38 lines
1.4 KiB
Python
38 lines
1.4 KiB
Python
|
from opencompass.openicl.icl_prompt_template import PromptTemplate
|
|||
|
|
from opencompass.openicl.icl_retriever import ZeroRetriever
|
|||
|
|
from opencompass.openicl.icl_inferencer import PPLInferencer
|
|||
|
|
from opencompass.openicl.icl_evaluator import AccEvaluator
|
|||
|
|
from opencompass.datasets import HFDataset
|
|||
|
|
|
|||
|
|
ocnli_reader_cfg = dict(
|
|||
|
|
input_columns=['sentence1', 'sentence2'], output_column='label')
|
|||
|
|
|
|||
|
|
# TODO: two prompt templates for ocnli
|
|||
|
|
ocnli_infer_cfg = dict(
|
|||
|
|
prompt_template=dict(
|
|||
|
|
type=PromptTemplate,
|
|||
|
|
template={
|
|||
|
|
'contradiction':
|
|||
|
|
'{sentence1}\nKeeping in mind the above text, consider: {sentence2}？\nIs this "always", "sometimes", or "never" correct? [MASK]never',
|
|||
|
|
'entailment':
|
|||
|
|
'{sentence1}\nKeeping in mind the above text, consider: {sentence2}？\nIs this "always", "sometimes", or "never" correct? [MASK]always',
|
|||
|
|
'neutral':
|
|||
|
|
'{sentence1}\nKeeping in mind the above text, consider: {sentence2}？\nIs this "always", "sometimes", or "never" correct? [MASK]sometimes'
|
|||
|
|
}),
|
|||
|
|
retriever=dict(type=ZeroRetriever),
|
|||
|
|
inferencer=dict(type=PPLInferencer))
|
|||
|
|
|
|||
|
|
ocnli_eval_cfg = dict(evaluator=dict(type=AccEvaluator), )
|
|||
|
|
|
|||
|
|
ocnli_datasets = [
|
|||
|
|
dict(
|
|||
|
|
type=HFDataset,
|
|||
|
|
abbr='ocnli',
|
|||
|
|
path='json',
|
|||
|
|
split='train',
|
|||
|
|
data_files='./data/CLUE/OCNLI/dev.json',
|
|||
|
|
reader_cfg=ocnli_reader_cfg,
|
|||
|
|
infer_cfg=ocnli_infer_cfg,
|
|||
|
|
eval_cfg=ocnli_eval_cfg)
|
|||
|
|
]
|