eventually, we provide an example of a complete language design: a deep sequence product backbone (with repeating Mamba blocks) + language design head. working on byte-sized tokens, transformers scale poorly as every token need to "attend" to each other token resulting in O(n2) scaling regulations, as a result, Transformers choose to use subword t
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