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- pipeline.py +32 -0
- requirements.txt +1 -0
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.gitignore
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README.md
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license: apache-2.0
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---
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carenet model
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pipeline.py
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from typing import List
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from sentence_transformers import SentenceTransformer
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import os
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class PreTrainedPipeline:
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def __init__(self, path=""):
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"""
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Initialize model
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"""
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self.model = SentenceTransformer(os.path.join(path))
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# os.path.join(path, 'quora-distilbert-multilingual')
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#"sentence-transformers/quora-distilbert-multilingual"
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#)
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def __call__(self, inputs: str) -> List[float]:
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"""
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Args:
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inputs (:obj:`str`):
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a string to get the features of.
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Return:
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A :obj:`list` of floats: The features computed by the model.
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"""
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return self.model.encode(inputs).tolist()
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#
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if __name__ == "__main__":
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xx = PreTrainedPipeline()
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print(xx.__call__("hei"))
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requirements.txt
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sentence-transformers==2.2.2
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