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1 Parent(s): a1b59e8

Upload pipeline.py

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  1. pipeline.py +22 -0
pipeline.py ADDED
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+ class PreTrainedPipeline():
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+ def __init__(self, path=""):
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+ # IMPLEMENT_THIS
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+ # Preload all the elements you are going to need at inference.
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+ # For instance your model, processors, tokenizer that might be needed.
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+ # This function is only called once, so do all the heavy processing I/O here"""
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+ raise NotImplementedError(
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+ "Please implement PreTrainedPipeline __init__ function"
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+ )
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+
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+ def __call__(self, inputs: str):
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+ """
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+ Args:
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+ inputs (:obj:`str`):
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+ a string containing some text
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+ Return:
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+ A :obj:`PIL.Image` with the raw image representation as PIL.
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+ """
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+ # IMPLEMENT_THIS
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+ raise NotImplementedError(
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+ "Please implement PreTrainedPipeline __call__ function"
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+ )