OpenCompass/configs/datasets/math/math_4shot_base_gen_db136b.py

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2024-05-14 22:42:23 +08:00
from mmengine.config import read_base
from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import GenInferencer
from opencompass.datasets import MATHDataset, MATHEvaluator, math_postprocess_v2
with read_base():
from .math_4shot_example_from_google_research import prompt
math_reader_cfg = dict(input_columns=['problem'], output_column='solution')
math_infer_cfg = dict(
prompt_template=dict(type=PromptTemplate, template=prompt + '\n\nProblem:\n{problem}\nSolution:'),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=GenInferencer, max_out_len=1024, stopping_criteria=['Problem']))
# postprocess v2
math_eval_cfg = dict(
evaluator=dict(type=MATHEvaluator, version='v2'),
pred_postprocessor=dict(type=math_postprocess_v2))
math_datasets = [
dict(
type=MATHDataset,
abbr='math',
path='./data/math/math.json',
reader_cfg=math_reader_cfg,
infer_cfg=math_infer_cfg,
eval_cfg=math_eval_cfg)
]