Can a NVIDIA RTX 6000 Ada (48GB) run Qwen3 30B-A3B (MoE)?

Yes — Qwen3 30B-A3B (MoE) runs at Q8_0 (32.5 GB) at about 128–192 tok/s on a NVIDIA RTX 6000 Ada (48GB).

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 RTX 6000 Ada (48GB) has 48.0 GB.

Yes — Qwen3 30B-A3B (MoE) runs on a NVIDIA RTX 6000 Ada (48GB) at Q8_0

Yes — it runs great.

Runs great

Best fit: Qwen3 30B-A3B (MoE) at Q8_0 · 32.5 GB weights · 128–192 tok/s on a NVIDIA RTX 6000 Ada (48GB).

Arena Text Overall · style-controlled

1,382Q8_0 untested

qwen3-30b-a3b-instruct-2507 · published configuration reference · Q8_0 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 Q8_0 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: 33.7 GB; Weights + KV cache + runtime overhead
Estimated generation: 128–192 tok/s
Estimated first token: ~0.4s

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 RTX 6000 Ada (48GB), 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	206–309 tok/s	Runs great
Q3_K_M	14.7 GB	15.9 GB	188–281 tok/s	Runs great
Q4_K_M	18.6 GB	19.8 GB	171–256 tok/s	Runs great
Q5_K_M	21.7 GB	22.9 GB	159–238 tok/s	Runs great
Q6_K	25.1 GB	26.3 GB	148–222 tok/s	Runs great
Q8_0	32.5 GB	33.7 GB	128–192 tok/s	Runs great
FP16	61.1 GB	62.3 GB	— not resident	Won't fit

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