mirror of https://github.com/hpcaitech/ColossalAI
25 lines
603 B
Python
25 lines
603 B
Python
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from abc import abstractstaticmethod
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from colossal_eval.utils import jdump
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class BaseDataset:
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"""
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Base class for dataset wrapper.
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Args:
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path: The path to the original dataset.
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logger: Logger for the dataset.
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"""
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def __init__(self, path, logger, few_shot):
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self.dataset = self.load(path, logger, few_shot)
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def save(self, save_path):
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"""Save the converted dataset"""
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jdump(self.dataset, save_path)
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@abstractstaticmethod
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def load(path, logger):
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"""Load the original dataset and convert it into the inference dataset"""
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