Add fasttext model

README.md

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+---
+tags:
+- feature-extraction
+library_name: generic
+---
+
+# Pretrained FastText word vector for English
+
+https://github.com/facebookresearch/fastText
+
+Usage
+
+```
+import fasttext.util
+ft = fasttext.load_model('cc.en.300.bin')
+ft.get_word_vector('hello')
+```

cc.en.300.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:14c7167b130056944cbdc37b7451f055867fe9a4e3fed3bbc1ecc0e74f6763ca
+size 7237176312

pipeline.py

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+import fasttext.util
+
+class PreTrainedPipeline():
+    def __init__(self, path=""):
+        """
+        Initialize model
+        """
+        self.model = fasttext.load_model(os.path.join(path, 'cc.en.300.bin'))
+
+    def __call__(self, inputs: str) -> List[float]:
+        """
+        Args:
+            inputs (:obj:`str`):
+                a string to get the features of.
+        Return:
+            A :obj:`list` of floats: The features computed by the model.
+        """
+        return self.model.get_sentence_vector(inputs)

requirements.txt

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+fasttext===0.9.2