Running Qwen Flash Next on a Mac Mini M5 64GB: SSD expert streaming benchmarked with charts

turtleninja99 · reddit · 2026-10-18

The author optimized Qwen Flash Next inference on a Mac Mini M5 64GB by streaming experts from SSD: a carousel buffering system keeps prompt processing nearly flat at lower expert cache, while a trained lookahead model prefetches experts to boost decode. Practical takeaways: 29 tks decode at max vs 26 after freeing 4GB; heavy prefill workloads can wind memory way down (12GiB cache max on 48GB Macs, 28GiB on 64GB); keep ≥18GiB free for macOS to avoid swap. Code and benchmarks open-sourced.

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