osanseviero HF staff commited on
Commit
c044e77
1 Parent(s): 2914602

Add fasttext model

Browse files
Files changed (4) hide show
  1. README.md +17 -0
  2. cc.en.300.bin +3 -0
  3. pipeline.py +18 -0
  4. requirements.txt +1 -0
README.md ADDED
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+ ---
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+ tags:
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+ - feature-extraction
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+ library_name: generic
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+ ---
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+
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+ # Pretrained FastText word vector for English
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+
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+ https://github.com/facebookresearch/fastText
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+
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+ Usage
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+
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+ ```
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+ import fasttext.util
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+ ft = fasttext.load_model('cc.en.300.bin')
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+ ft.get_word_vector('hello')
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+ ```
cc.en.300.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:14c7167b130056944cbdc37b7451f055867fe9a4e3fed3bbc1ecc0e74f6763ca
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+ size 7237176312
pipeline.py ADDED
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+ import fasttext.util
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+
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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 = fasttext.load_model(os.path.join(path, 'cc.en.300.bin'))
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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.get_sentence_vector(inputs)
requirements.txt ADDED
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+ fasttext===0.9.2