After using MTPLX on Mac, the token output speed increased by about three times.

182.240.***.***
8

Environment: MacBook Pro M5 Pro RAM 64GB

LLM Interface

Model

tok/s

omlx

unsloth/Qwen3.6-27B-UD-MLX-6bit

8.3

MTPLX

Youssofal/Qwen3.6-27B-MTPLX-Optimized-speed

28.7

MTPLX

Youssofal/Qwen3.6-27B-MTPLX-Optimized

26.4

I also considered checking out llama.cpp, but I found MTPLX because it seemed less troublesome.

MTPLX was created by Youssofal, and I tried using the models they provide.

It's a 4-bit model, but the speed is satisfactory.

I need to use it more to determine the output quality.

When running on omlx, even 4 bits struggled to exceed 10, but now it's much more comfortable.

Usage

brew install youssofal/mtplx/mtplx
mtplx start

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