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by amitport 1164 days ago
One thing others didn't mention is that "document" is a general term but in some cases (e.g., question answering) the typical document can be a very short paragraph and take much less memory than the vector. Also note that with some ML architecture the vector is very large (e.g., an entire very layer output)