mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
51 lines
1.5 KiB
Python
51 lines
1.5 KiB
Python
from opencompass.openicl.icl_prompt_template import PromptTemplate
|
|
from opencompass.openicl.icl_retriever import MDLRetriever
|
|
from opencompass.openicl.icl_inferencer import PPLInferencer
|
|
from opencompass.openicl.icl_evaluator import AccEvaluator
|
|
from opencompass.datasets import commonsenseqaDataset
|
|
|
|
commonsenseqa_reader_cfg = dict(
|
|
input_columns=['question', 'A', 'B', 'C', 'D', 'E'],
|
|
output_column='answerKey',
|
|
test_split='validation')
|
|
|
|
_ice_template = dict(
|
|
type=PromptTemplate,
|
|
template={
|
|
ans: dict(
|
|
begin='</E>',
|
|
round=[
|
|
dict(role="HUMAN", prompt="Question: {question}\nAnswer: "),
|
|
dict(role="BOT", prompt=ans_token),
|
|
])
|
|
for ans, ans_token in [["A", "{A}"], ["B", "{B}"],
|
|
["C", "{C}"], ["D", "{D}"],
|
|
["E", "{E}"]]
|
|
},
|
|
ice_token='</E>')
|
|
|
|
commonsenseqa_infer_cfg = dict(
|
|
ice_template=_ice_template,
|
|
retriever=dict(
|
|
type=MDLRetriever,
|
|
ice_num=8,
|
|
candidate_num=30,
|
|
select_time=10,
|
|
seed=1,
|
|
batch_size=12,
|
|
ice_template=_ice_template),
|
|
inferencer=dict(type=PPLInferencer))
|
|
|
|
commonsenseqa_eval_cfg = dict(evaluator=dict(type=AccEvaluator))
|
|
|
|
commonsenseqa_datasets = [
|
|
dict(
|
|
type=commonsenseqaDataset,
|
|
path='commonsense_qa',
|
|
reader_cfg=commonsenseqa_reader_cfg,
|
|
infer_cfg=commonsenseqa_infer_cfg,
|
|
eval_cfg=commonsenseqa_eval_cfg)
|
|
]
|
|
|
|
del _ice_template
|