A little known feature of Swift/iOS is NLEmbedding (https://developer.apple.com/documentation/naturallanguage/nl...). As the name implies, it is a built-in natural language embedding model that will produce the same embeddings across all iOS devices. I can't tell for sure but I would guess it is some sort of BERT model and probably weighs in at hundreds of megabytes.