mirror of
https://github.com/open-compass/opencompass.git
synced 2025-05-30 16:03:24 +08:00
69 lines
1.7 KiB
Python
69 lines
1.7 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 RaceDataset
|
|
from opencompass.utils.text_postprocessors import (
|
|
first_option_postprocess,
|
|
)
|
|
|
|
QUERY_TEMPLATE = """
|
|
Answer the following multiple choice question. The last line of your response should be of the following format: 'ANSWER: $LETTER' (without quotes) where LETTER is one of ABCD. Think step by step before answering.
|
|
|
|
Article: {article}
|
|
|
|
Q: {question}
|
|
|
|
A. {A}
|
|
B. {B}
|
|
C. {C}
|
|
D. {D}
|
|
""".strip()
|
|
|
|
race_reader_cfg = dict(
|
|
input_columns=['article', 'question', 'A', 'B', 'C', 'D'],
|
|
output_column='answer',
|
|
train_split='validation',
|
|
test_split='test',
|
|
)
|
|
|
|
race_infer_cfg = dict(
|
|
prompt_template=dict(
|
|
type=PromptTemplate,
|
|
template=dict(
|
|
round=[
|
|
dict(role='HUMAN', prompt=QUERY_TEMPLATE),
|
|
]
|
|
),
|
|
),
|
|
retriever=dict(type=ZeroRetriever),
|
|
inferencer=dict(type=GenInferencer),
|
|
)
|
|
|
|
race_eval_cfg = dict(
|
|
evaluator=dict(type=AccEvaluator),
|
|
pred_postprocessor=dict(type=first_option_postprocess, options='ABCD'),
|
|
pred_role='BOT',
|
|
)
|
|
|
|
race_datasets = [
|
|
dict(
|
|
abbr='race-middle',
|
|
type=RaceDataset,
|
|
path='opencompass/race',
|
|
name='middle',
|
|
reader_cfg=race_reader_cfg,
|
|
infer_cfg=race_infer_cfg,
|
|
eval_cfg=race_eval_cfg,
|
|
),
|
|
dict(
|
|
abbr='race-high',
|
|
type=RaceDataset,
|
|
path='opencompass/race',
|
|
name='high',
|
|
reader_cfg=race_reader_cfg,
|
|
infer_cfg=race_infer_cfg,
|
|
eval_cfg=race_eval_cfg,
|
|
),
|
|
]
|