fix the formatting of this python code
```
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import time
from sentence_transformers import SentenceTransformer
model = SentenceTransformer ( 'all-MiniLM-L6-v2', device= 'cpu')
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#Our sentences we like to encode
sentences = ['This framework generates embeddings for each input sentence',
'Sentences are passed as a list of string.',
'The quick brown fox jumps over the lazy dog.'
'Capital of Inida is New delhi']
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sentences = sentences*25000
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print (f 'Length of sentences to encode: {len (sentences) }')
13 start = time. time ()
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embeddings = model. encode (sentences, show_progress _bar=True)
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end = time.time ()
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execution time = end - start
17 print ("Encoding using CPU completed in {} seconds.". format (round (execution_time, 2)))
``` Write exactly 4 paragraphs each separated with two new lines answering this question. The first paragraph must start with "identity".
user