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Update MathBench & WikiBench for FullBench
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liushz
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Sep 18, 2024
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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 CircularEvaluator, AccEvaluator | ||
from opencompass.datasets import WikiBenchDataset | ||
from opencompass.utils.text_postprocessors import first_option_postprocess | ||
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single_choice_prompts = { | ||
'single_choice_cn': '以下是一道单项选择题,请你根据你了解的知识给出正确的答案选项。\n下面是你要回答的题目:\n{question}\n答案选项:', | ||
} | ||
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wikibench_sets = { | ||
'wiki': ['single_choice_cn'], | ||
} | ||
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do_circular = True | ||
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wikibench_datasets = [] | ||
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for _split in list(wikibench_sets.keys()): | ||
for _name in wikibench_sets[_split]: | ||
wikibench_infer_cfg = dict( | ||
ice_template=dict( | ||
type=PromptTemplate, | ||
template=dict( | ||
begin='</E>', | ||
round=[ | ||
dict(role='HUMAN', prompt=single_choice_prompts[_name]), | ||
dict(role='BOT', prompt='{answer}'), | ||
], | ||
), | ||
ice_token='</E>', | ||
), | ||
retriever=dict(type=ZeroRetriever), | ||
inferencer=dict(type=GenInferencer), | ||
) | ||
wikibench_eval_cfg = dict( | ||
evaluator=dict(type=CircularEvaluator if do_circular else AccEvaluator), | ||
pred_postprocessor=dict(type=first_option_postprocess, options='ABCD'), | ||
) | ||
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wikibench_datasets.append( | ||
dict( | ||
type=WikiBenchDataset, | ||
path=f'./data/WikiBench/{_name}.jsonl', | ||
name='circular_' + _name if do_circular else _name, | ||
abbr='wikibench-' + _split + '-' + _name + 'circular' if do_circular else '', | ||
reader_cfg=dict( | ||
input_columns=['question'], | ||
output_column='answer', | ||
), | ||
infer_cfg=wikibench_infer_cfg, | ||
eval_cfg=wikibench_eval_cfg, | ||
) | ||
) |
56 changes: 56 additions & 0 deletions
56
opencompass/configs/datasets/wikibench/wikibench_gen_f96ece.py
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@@ -0,0 +1,56 @@ | ||
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 CircularEvaluator, AccEvaluator | ||
from opencompass.datasets import WikiBenchDataset | ||
from opencompass.utils.text_postprocessors import first_option_postprocess | ||
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||
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single_choice_prompts = { | ||
'single_choice_cn': '以下是一道单项选择题,请你根据你了解的知识给出正确的答案选项。\n下面是你要回答的题目:\n{question}\n答案选项:', | ||
} | ||
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wikibench_sets = { | ||
'wiki': ['single_choice_cn'], | ||
} | ||
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do_circular = True | ||
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wikibench_datasets = [] | ||
|
||
for _split in list(wikibench_sets.keys()): | ||
for _name in wikibench_sets[_split]: | ||
wikibench_infer_cfg = dict( | ||
ice_template=dict( | ||
type=PromptTemplate, | ||
template=dict( | ||
begin='</E>', | ||
round=[ | ||
dict(role='HUMAN', prompt=single_choice_prompts[_name]), | ||
dict(role='BOT', prompt='{answer}'), | ||
], | ||
), | ||
ice_token='</E>', | ||
), | ||
retriever=dict(type=ZeroRetriever), | ||
inferencer=dict(type=GenInferencer), | ||
) | ||
wikibench_eval_cfg = dict( | ||
evaluator=dict(type=CircularEvaluator if do_circular else AccEvaluator), | ||
pred_postprocessor=dict(type=first_option_postprocess, options='ABCD'), | ||
) | ||
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wikibench_datasets.append( | ||
dict( | ||
type=WikiBenchDataset, | ||
path=f'./data/WikiBench/{_name}.jsonl', | ||
name='circular_' + _name if do_circular else _name, | ||
abbr='wikibench-' + _split + '-' + _name + 'circular' if do_circular else '', | ||
reader_cfg=dict( | ||
input_columns=['question'], | ||
output_column='answer', | ||
), | ||
infer_cfg=wikibench_infer_cfg, | ||
eval_cfg=wikibench_eval_cfg, | ||
) | ||
) |