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Re:OpenAI to Become For-Profit Company by espadrine on Thursday September 26, 2024 @11:02AM (#41659199)
> New LLMs don't even rely that much on that aforementioned older architecture

Don’t they all indicate being based on the transformer architecture?

> not entirely because of transformers but because of the hardware

Kaplan et al. 2020[0] (figure 7, §3.2.1) shows that LSTMs, the leading language architecture prior to transformers, scaled worse because they plateau’ed quickly with larger context.

[0]: https://arxiv.org/abs/2001.08361

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