Can a NVIDIA H100 SXM (80GB) run Qwen3 30B-A3B (MoE)?

Yes — Qwen3 30B-A3B (MoE) runs at FP16 (61.1 GB) at about 188–282 tok/s on a NVIDIA H100 SXM (80GB).

How much memory does Qwen3 30B-A3B (MoE) need?

Qwen3 30B-A3B (MoE) needs about 12.5 GB at 4K context at its smallest quantization. A NVIDIA H100 SXM (80GB) has 80.0 GB.

Yes — Qwen3 30B-A3B (MoE) runs on a NVIDIA H100 SXM (80GB) at FP16

Yes — it runs great.

Runs great

Best fit: Qwen3 30B-A3B (MoE) at FP16 · 61.1 GB weights · 188–282 tok/s on a NVIDIA H100 SXM (80GB).

Arena Text Overall · style-controlled

1,382FP16 untested

qwen3-30b-a3b-instruct-2507 · published configuration reference · FP16 not tested

Arena Text Overall (style-controlled), exact published entry qwen3-30b-a3b-instruct-2507, 2026-10-08: reference rating 1,382.4. Published confidence bounds 1,377.5–1,387.3. 23,325 votes. Published qwen3-30b-a3b-instruct-2507 configuration reference. Reasoning mode is not disclosed by the Arena dataset. Tested precision, runtime and sampling settings are not disclosed in this dataset. Selected FP16 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: 62.3 GB; Weights + KV cache + runtime overhead
Estimated generation: 188–282 tok/s
Estimated first token: ~0.2s

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.

Qwen3 30B-A3B (MoE) quantizations on NVIDIA H100 SXM (80GB), estimated at 4K context. Weights and total memory are shown separately.
Quant	Weights	Total memory	Speed	Fit
Q2_K	11.3 GB	12.5 GB	300–450 tok/s	Runs great
Q3_K_M	14.7 GB	15.9 GB	288–432 tok/s	Runs great
Q4_K_M	18.6 GB	19.8 GB	276–414 tok/s	Runs great
Q5_K_M	21.7 GB	22.9 GB	267–400 tok/s	Runs great
Q6_K	25.1 GB	26.3 GB	258–386 tok/s	Runs great
Q8_0	32.5 GB	33.7 GB	239–359 tok/s	Runs great
FP16	61.1 GB	62.3 GB	188–282 tok/s	Runs great

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