Flash-Next on a Mac Studio M5 Ultra with prompt-lookup drafting

OMLX setup using prompt-lookup MTP drafts that speed edit turns by 1.3 to 2.2x with exact output. By a privacy educator who wants coding models that stay on his own machine.

Open on GitHub

Preview of Flash-Next on a Mac Studio M5 Ultra with prompt-lookup drafting

Launch: Qwen3.8-Flash-Next
Use case: Apple silicon
Format: Repo
Source: github.com

Seth For Privacy

I'm COO @cake-tech and a privacy educator who hosts the "Opt Out" podcast.

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carloslfu

@carloslfu · Aug 28

Streams expert weights from SSD so a Mac that cannot hold the model in memory still runs it at roughly 12 tok/s. A neat trick for memory-poor Apple machines.

Niko1221

@Niko1221 · Sep 24

Open-source inference engine with an OpenAI/Anthropic-style local API that fits the 125B MoE onto a 12GB consumer GPU plus system RAM. The project behind the model's local-running surge.

MiaAI-Lab

@MiaAI-Lab · Sep 4

Step-by-step recipe to squeeze the 125B model onto one DGX Spark instead of two, with config and measured throughput.

peonist-ai

@peonist-ai · Aug 26

Container-based server tuned for the gfx1151 Strix Halo APU, aimed at squeezing maximum tokens per second from the 125B model on a mini-PC.

Open on GitHub

Flash-Next on a Mac Studio M5 Ultra with prompt-lookup drafting

More built with Qwen3.8-Flash-Next