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Addition is All You Need for Energy-efficient Language Models

7 pointsby datapalo8 months ago

1 comment

akrymski8 months ago
Fantastic result, on par with another similar effort: <a href="https:&#x2F;&#x2F;arxiv.org&#x2F;pdf&#x2F;2406.02528" rel="nofollow">https:&#x2F;&#x2F;arxiv.org&#x2F;pdf&#x2F;2406.02528</a><p>It seems to me that we&#x27;ve stumbled upon this method of GPU-heavy matrix-multiplications in deep neural nets, and have only scratched the surface of alternative methods that are actually optimized for current CPU architectures such as Tsetlin Machines, Hyperdimensional Vectors, etc.