Two Mac Studios bridged by Thunderbolt 5 running a 1T parameter MoE Two Mac Studios bridged by Thunderbolt 5 running a 1T parameter MoE

Running a 1T-parameter MoE locally on two Mac Studios over Thunderbolt 5

TL;DR Two M3 Ultra Mac Studios — 256GB unified memory each — connected by a Thunderbolt 5 cable can run mixture-of-experts models in the trillion-parameter range that no single 256GB box can fit. The hot path stays on Box 1; Box 2 hosts heavier experts and gets called via a local nginx proxy on port 11436. Real-world power draw is nowhere near the spec sheet. Some models still don’t fit even with two boxes (Kimi K2.6 native INT4), and that’s a genuinely useful constraint to know. ...

May 6, 2026 · 6 min · zolty

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