can it run
2.3 GB needed of 62 GB usable — headroom for context
~62GB usable · Apple M1 Ultra · model file 0.3GB · 82M
computed roofline: 800 GB/s × 0.55–0.80 efficiency window / 0.3GB (Q4_K_M) — bands, never points.
→ Raspberry Pi 5 + AI Kit (Hailo-8L) — cheapest catalog machine that runs kokoro 82M fully ($110)
→ every model the Apple M1 Ultra can run — full list
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