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Wasn't there a paper yesterday that turned context evaluation linear (instead of quadratic) and made effectively unlimited context windows possible? Between that and 1.58b quantization I feel like we're overdue for an LLM revolution.

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So far, people have come up with many alternatives for quadratic attention. Only recently have they proven their potential.

tons and tons of papers, most of them had some disadvantages. Can't have the cake and eat it too:

https://arxiv.org/html/2404.08801v1 Meta Megalodon

https://arxiv.org/html/2404.07143v1 Google Infini-Attention

https://arxiv.org/html/2402.13753v1 LongRoPE

and a ton more

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