mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
59 lines
2.5 KiB
Python
59 lines
2.5 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
|
|
|
|
strategyqa_reader_cfg = dict(
|
|
input_columns=['question'],
|
|
output_column='answer',
|
|
train_split='test',
|
|
test_split='test')
|
|
|
|
strategyqa_infer_cfg = dict(
|
|
prompt_template=dict(
|
|
type=PromptTemplate,
|
|
template='''Yes or no: Q: Do hamsters provide food for any animals?
|
|
A: Hamsters are prey animals. Prey are food for predators. Thus, hamsters provide food for some animals.
|
|
So the answer is yes.
|
|
|
|
Q: Yes or no: Could Brooke Shields succeed at University of Pennsylvania?
|
|
A: Brooke Shields went to Princeton University. Princeton University is about as academically rigorous as the University of Pennsylvania. Thus, Brooke Shields could also succeed at the University of Pennsylvania.
|
|
So the answer is yes.
|
|
|
|
Q: Yes or no: Hydrogen's atomic number squared exceeds number of Spice Girls?
|
|
A: Hydrogen has an atomic number of 1. 1 squared is 1. There are 5 Spice Girls. Thus, Hydrogen's atomic number squared is less than 5.
|
|
So the answer is no.
|
|
|
|
Q: Yes or no: Is it common to see frost during some college commencements?
|
|
A: College commencement ceremonies can happen in December, May, and June. December is in the winter, so there can be frost. Thus, there could be frost at some commencements.
|
|
So the answer is yes.
|
|
|
|
Q: Yes or no: Could a llama birth twice during War in Vietnam (1945-46)?
|
|
A: The War in Vietnam was 6 months. The gestation period for a llama is 11 months, which is more than 6 months. Thus, a llama could not give birth twice during the War in Vietnam.
|
|
So the answer is no.
|
|
|
|
Q: Yes or no: Would a pear sink in water?
|
|
A: The density of a pear is about 0.6g/cm3, which is less than water. Objects less dense than water float. Thus, a pear would float.
|
|
So the answer is no.
|
|
|
|
Q: {question}{answer}
|
|
'''),
|
|
retriever=dict(type=ZeroRetriever),
|
|
inferencer=dict(type=GenInferencer, max_out_len=512))
|
|
|
|
strategyqa_eval_cfg = dict(
|
|
evaluator=dict(type=AccEvaluator),
|
|
pred_postprocessor=dict(type='strategyqa'),
|
|
dataset_postprocessor=dict(type='strategyqa_dataset'))
|
|
|
|
strategyqa_datasets = [
|
|
dict(
|
|
abbr='strategyqa',
|
|
type=HFDataset,
|
|
path='wics/strategy-qa',
|
|
reader_cfg=strategyqa_reader_cfg,
|
|
infer_cfg=strategyqa_infer_cfg,
|
|
eval_cfg=strategyqa_eval_cfg)
|
|
]
|