Evolution Tree of Encoder / Decoder / Encoder-Decoder Models.
Evolution Tree of Encoder / Decoder / Encoder-Decoder Models.

Evolution Tree of Encoder / Decoder / Encoder-Decoder Models.

Evolution Tree of Encoder / Decoder / Encoder-Decoder Models.

The following Image was shared on X by Yan LeCun..

The architecture nomenclature for LLMs is somewhat confusing and unfortunate. What's called "encoder only" actually has an encoder and a decoder (just not an auto-regressive decoder). What's called "encoder-decoder" really means "encoder with auto-regressive decoder" What's called "decoder only" really means "auto-regressive encoder-decoder"

Along with unfortunate nomenclature, I was also not Fortunate enough to use all these models. First time saw these models , and I knew and used just 5-6 among these.. How many ofnthese did you use?

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