Vocabulary is generally an uncountable, or mass noun in English. It's neither singular or plural, however it is treated as singular for the purposes of verb conjugation, as most uncountable/mass nouns are. You can use the word “vocabularies” but only when you are talking about different kinds/sets of vocabulary."
There would be more context to be added to this answer.
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ROR