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I think what you suggest would be very similar to a encoder-decoder architecture, which has been abandoned in favor of decoder-only architectures (https://camer
by marcyb5st 2y ago
I think what you suggest would be very similar to a encoder-decoder architecture, which has been abandoned in favor of decoder-only architectures (https://cameronrwolfe.substack.com/p/decoder-only-transformers-the-workhorse https://cameronrwolfe.substack.com/p/decoder-only-transforme...). So I am guessing that what you suggest has already been tried and didn't work out, ut not sure why (the problems I mentioned above or something else).
Sorry, that's where the limit of my knowledge is. I work on ML stuff, but mostly on "traditional" deep learning and so I am not up to speed with the genAI field (also, the sheer amount of papers coming out makes it basically impossible stay up to date of you're not in the field).