mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
689ffe5b63
* update commonsenseqa * update drop * update flores_first100 * update gsm8k * update humaneval * update lambda * update obqa * update piqa * update race * update siqa * update story_cloze * update strategyqa * update tydiqa * update winogrande * update doc * update hellaswag * fix obqa * update collections * update .zip name
61 lines
1.8 KiB
Python
61 lines
1.8 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='./data/openbookqa/Main/test.jsonl',
|
|
),
|
|
dict(
|
|
abbr="openbookqa_fact",
|
|
type=OBQADataset,
|
|
path='./data/openbookqa/Additional/test_complete.jsonl',
|
|
),
|
|
]
|
|
|
|
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
|