OpenCompass/configs/datasets/winogrande/winogrande_ppl_9307fd.py
2024-01-08 14:07:24 +00:00

37 lines
1.1 KiB
Python

from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import PPLInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import winograndeDataset
# WARNING: This config cannot reproduce results in the paper.
# e.g. LLAMA2-7B Winogrande 69.2 (paper) -> 62.27 (this config)
# Please try winogrande_ll_c5cf57
winogrande_reader_cfg = dict(
input_columns=['opt1', 'opt2'],
output_column='answer',
)
winogrande_infer_cfg = dict(
prompt_template=dict(
type=PromptTemplate,
template={
1: "Good sentence: {opt1}",
2: "Good sentence: {opt2}",
}),
retriever=dict(type=ZeroRetriever),
inferencer=dict(type=PPLInferencer))
winogrande_eval_cfg = dict(evaluator=dict(type=AccEvaluator), )
winogrande_datasets = [
dict(
abbr='winogrande',
type=winograndeDataset,
path='./data/winogrande',
reader_cfg=winogrande_reader_cfg,
infer_cfg=winogrande_infer_cfg,
eval_cfg=winogrande_eval_cfg)
]