Steven Gonsalvez

Software Engineer

Show HN: Maple-Preview – Ternary 20B MoE running at 120 tok/s on a iPhone

Why CEREBRO kept it

Open MoE model inference optimization on mobile

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Show HN: Maple-Preview – Ternary 20B MoE running at 120 tok/s on a iPhone

Community take

Impressive speed but confident hallucination is the blocker; small models need reliable tool calling since they can't memorize facts or know when they're wrong.

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