mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
46cc7894e1
* [Feature] Support import configs/models/summarizers from whl * Update LCBench configs * Update * Update * Update * Update * update * Update * Update * Update * Update * Update
63 lines
1.9 KiB
Python
63 lines
1.9 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 OBQADataset
|
|
from opencompass.utils.text_postprocessors import first_option_postprocess
|
|
|
|
_input_columns = [
|
|
['question_stem', 'A', 'B', 'C', 'D'],
|
|
['question_stem', 'A', 'B', 'C', 'D', 'fact1'],
|
|
]
|
|
_template = [
|
|
dict(
|
|
round=[
|
|
dict(
|
|
role='HUMAN',
|
|
prompt=
|
|
'Question: {question_stem}\nA. {A}\nB. {B}\nC. {C}\nD. {D}\nAnswer:'
|
|
),
|
|
], ),
|
|
dict(
|
|
round=[
|
|
dict(
|
|
role='HUMAN',
|
|
prompt=
|
|
'Given the fact: {fact1}\nQuestion: {question_stem}\nA. {A}\nB. {B}\nC. {C}\nD. {D}\nAnswer:',
|
|
),
|
|
], ),
|
|
]
|
|
|
|
obqa_datasets = [
|
|
dict(
|
|
abbr='openbookqa',
|
|
type=OBQADataset,
|
|
path='opencompass/openbookqa_test',
|
|
name='main',
|
|
),
|
|
dict(
|
|
abbr='openbookqa_fact',
|
|
type=OBQADataset,
|
|
path='opencompass/openbookqa_fact',
|
|
name='additional',
|
|
),
|
|
]
|
|
|
|
for _i in range(2):
|
|
obqa_reader_cfg = dict(
|
|
input_columns=_input_columns[_i], output_column='answerKey')
|
|
obqa_infer_cfg = dict(
|
|
prompt_template=dict(type=PromptTemplate, template=_template[_i]),
|
|
retriever=dict(type=ZeroRetriever),
|
|
inferencer=dict(type=GenInferencer),
|
|
)
|
|
obqa_eval_cfg = dict(
|
|
evaluator=dict(type=AccEvaluator),
|
|
pred_role='BOT',
|
|
pred_postprocessor=dict(type=first_option_postprocess, options='ABCD'),
|
|
)
|
|
|
|
obqa_datasets[_i]['reader_cfg'] = obqa_reader_cfg
|
|
obqa_datasets[_i]['infer_cfg'] = obqa_infer_cfg
|
|
obqa_datasets[_i]['eval_cfg'] = obqa_eval_cfg
|