Change vocab_size to vocabulary_size
#562
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`vocab_size` is deprecated, instead we should use `vocabulary_size` and it will also remove deprecated warning from the tutorial.
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vocab_sizeis deprecated, instead we should usevocabulary_sizeand it will also remove deprecated warning from the tutorial.