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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 tha
by creshal 3y ago
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.
- samus 3y agoSo far, people have come up with many alternatives for quadratic attention. Only recently have they proven their potential.
- underlines 3y agotons 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 https://arxiv.org/html/2404.08801v1 Meta Megalodon https://arxiv.org/html/2404.07143v1 https://arxiv.org/html/2404.07143v1 Google Infini-Attention https://arxiv.org/html/2402.13753v1 https://arxiv.org/html/2402.13753v1 LongRoPE and a ton more