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Misleading sub-division naming, can you clarify please? #25

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Ibrokhimsadikov opened this issue May 28, 2023 · 1 comment
Open

Misleading sub-division naming, can you clarify please? #25

Ibrokhimsadikov opened this issue May 28, 2023 · 1 comment

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@Ibrokhimsadikov
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I am a bit confused the categorization of LLMs into Encoder only, Decoder only, Encoder-Decoder. Finding a bit hard time to understand what these terms actually mean:

Yann Lecun posted that on twitter: https://twitter.com/ylecun/status/1651762787373428736?lang=en

Can you please shed some light?

Thanks

@Vincent-Stragier
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@Ibrokhimsadikov,

It refers to the modification of the transformer architecture. Generative Pretrained Transformer are decoder only models, etc.

See https://arxiv.org/abs/1706.03762.
If you really want to learn LLMs in depth, you can begin with these references: https://gist.github.com/rain-1/eebd5e5eb2784feecf450324e3341c8d

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