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Read the original: Zyphra· Published 18/100AI score18/100

Token shuffling routes tokens to predicted experts without extra network traffic

Original titleRouting is also predictable across layers: the experts a token used in one layer tell us which it will likely need next. Token shuffling ...

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Zyphra reports that expert routing in mixture-of-experts models is predictable across layers, since the experts a token uses in one layer indicate which it will need next. Its token shuffling method moves each token to the GPU holding those experts within a transfer that already runs after attention, adding no network traffic.

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Source: Zyphra · x.comPublished · added here