Open-source framework streams any MoE model on any device: 35B at 25 tok/s on a 16GB Mac

dai_app · reddit · 2026-10-24

A new open-source (Apache 2.0) framework built on llama.cpp runs large MoE models in any quantization via streaming across Android, iOS, macOS, Windows and Linux, with automatic CPU/GPU/NPU resource allocation to optimize tok/s. Measured results: Qwen 35B (Q4KM) at 25+ tok/s decode on a 16GB Mac, 6 tok/s on a 12GB Android phone, 3 tok/s on iOS with 300+ tok/s prefill on GPU/NPU.

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