Can a Mac Studio M2 Ultra (192GB) run Hunyuan Hy3 (MoE)?

Yes — Hunyuan Hy3 (MoE) runs at Q2_K (106.7 GB) at about 45–67 tok/s on a Mac Studio M2 Ultra (192GB).

How much memory does Hunyuan Hy3 (MoE) need?

Hunyuan Hy3 (MoE) needs about 108.8 GB at 4K context at its smallest quantization. A Mac Studio M2 Ultra (192GB) has 192.0 GB.

Yes — Hunyuan Hy3 (MoE) runs on a Mac Studio M2 Ultra (192GB) at Q2_K

Yes — it runs great.

Runs great

Best fit: Hunyuan Hy3 (MoE) at Q2_K · 106.7 GB weights · 45–67 tok/s on a Mac Studio M2 Ultra (192GB).

Arena Text Overall · style-controlled

1,454Q2_K untested

hy3 · published configuration reference · Q2_K not tested

Arena Text Overall (style-controlled), exact published entry hy3, 2026-10-08: reference rating 1,454.2. Published confidence bounds 1,447.9–1,460.5. 11,284 votes. Published hy3 configuration reference. Reasoning mode is not disclosed by the Arena dataset. Tested precision, runtime and sampling settings are not disclosed in this dataset. Selected Q2_K has not been measured by this Arena entry. No quantization quality adjustment is applied.

Snapshot published 2026-10-08 · snapshot imported 2026-10-11 UTC · validated last-good data · manual refresh

Arena leaderboard dataset · Arena / lmarena-ai, Arena Leaderboard Dataset (CC BY 4.0). Selected Text Overall style-controlled rows; field names adapted, ratings unchanged. · dataset CC BY 4.0 · revision e16f90232986

Total memory at 4K context: 108.8 GB; Weights + KV cache + runtime overhead
Estimated generation: 45–67 tok/s
Estimated first token: ~9.7s

Every quantization on this machine

On small screens, each quant lists every metric below its name. On wider screens, scroll sideways for total memory, speed and fit. Keyboard: focus the table, then use the arrow keys. Quant names stay visible.

Hunyuan Hy3 (MoE) quantizations on Mac Studio M2 Ultra (192GB), estimated at 4K context. Weights and total memory are shown separately.
Quant	Weights	Total memory	Speed	Fit
Q2_K	106.7 GB	108.8 GB	45–67 tok/s	Runs great
Q3_K_M	137.6 GB	139.7 GB	— not resident	Won't fit
Q4_K_M	182.2 GB	184.3 GB	— not resident	Won't fit
Q5_K_M	212.8 GB	215.0 GB	— not resident	Won't fit
Q6_K	257.3 GB	259.4 GB	— not resident	Won't fit
Q8_0	317.7 GB	319.8 GB	— not resident	Won't fit

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