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38 lines
1.3 KiB
Python
38 lines
1.3 KiB
Python
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from opencompass.openicl.icl_prompt_template import PromptTemplate
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from opencompass.openicl.icl_retriever import ZeroRetriever
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from opencompass.openicl.icl_inferencer import GenInferencer
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from opencompass.datasets import MATHDataset, MATHEvaluator, math_postprocess
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QUERY_TEMPLATE = """
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Solve the following math problem step by step. The last line of your response should be of the form ANSWER: $ANSWER (without quotes) where $ANSWER is the answer to the problem.
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{problem}
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Remember to put your answer on its own line after "ANSWER:", and you do not need to use a \\boxed command.
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""".strip()
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math_reader_cfg = dict(input_columns=['problem'], output_column='solution')
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math_infer_cfg = dict(
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prompt_template=dict(
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type=PromptTemplate,
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template=dict(round=[
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dict(role="HUMAN", prompt=QUERY_TEMPLATE),
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])),
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retriever=dict(type=ZeroRetriever),
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inferencer=dict(type=GenInferencer, max_out_len=512))
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math_eval_cfg = dict(
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evaluator=dict(type=MATHEvaluator), pred_postprocessor=dict(type=math_postprocess))
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math_datasets = [
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dict(
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type=MATHDataset,
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abbr='math',
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path='./data/math/math.json',
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reader_cfg=math_reader_cfg,
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infer_cfg=math_infer_cfg,
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eval_cfg=math_eval_cfg)
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]
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