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Update README.md

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@@ -34,12 +34,27 @@ pip install -U sentence-transformers
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  Then you can use the model like this:
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  ```python
 
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  from sentence_transformers import SentenceTransformer
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- sentences = ["This is an example sentence", "Each sentence is converted"]
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  model = SentenceTransformer('FractalGPT/SberDistil')
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- embeddings = model.encode(sentences)
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- print(embeddings)
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ```
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  ## Training
 
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  Then you can use the model like this:
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  ```python
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+ import numpy as np
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  from sentence_transformers import SentenceTransformer
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+ ```
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+ ```python
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  model = SentenceTransformer('FractalGPT/SberDistil')
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+
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+ def cos(x, y):
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+ return np.dot(x, y)/(np.linalg.norm(x)*np.linalg.norm(y))
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+ ```
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+
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+ ```python
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+ text_1 = "Кто такой большой кот?"
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+ text_2 = "Who is kitty?"
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+ a = model.encode(text_1)
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+ b = model.encode(text_2)
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+ cos(a, b)
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+ ```
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+
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+ ```
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+ >>> 0.8072159157330788
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  ```
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  ## Training