Finally, we provide an example of a complete language design: a deep sequence design backbone (with repeating Mamba blocks) + language model head. functioning on byte-sized tokens, transformers scale badly as each and every token have to "attend" to each other token leading to O(n2) scaling laws, Consequently, Transformers prefer to use subword to
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