osanseviero commited on
Commit
f10669a
1 Parent(s): aa323e3

Rename to model.bin

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Files changed (2) hide show
  1. debate2vec.bin → model.bin +0 -0
  2. pipeline.py +0 -30
debate2vec.bin → model.bin RENAMED
File without changes
pipeline.py DELETED
@@ -1,30 +0,0 @@
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- from typing import Dict, List
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-
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- import os
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-
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- import fasttext.util
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-
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- class PreTrainedPipeline():
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-
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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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-
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- self.model = fasttext.load_model(os.path.join(path, 'debate2vec.bin'))
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-
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- def __call__(self, inputs: str) -> List[List[Dict[str, float]]]:
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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:`list`:. The object returned should be a list of one list like [[{"label": 0.9939950108528137}]] containing :
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- - "label": A string representing what the label/class is. There can be multiple labels.
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- - "score": A score between 0 and 1 describing how confident the model is for this label/class.
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- """
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- preds = self.model.get_nearest_neighbors("dog", k=10)
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- result = []
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- for distance, word in preds:
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- result.append({"label": word, "score": distance})
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- return [result]