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Can H100 80GB SXM5 run Qwen3-30B-A3B-Instruct-2507?

NVIDIA · 80 GB HBM3 · 3350 GB/s bandwidth · Alibaba · 30.5B (active 3B) · MoE · model ctx up to 256K

✅ Yes — H100 80GB SXM5 (80 GB) can run Qwen3-30B-A3B-Instruct-2507 at Q4 (8K)
VRAM: 18.38 GB needed of 80 GB
Speed: ~710.6 tok/s (estimated)
SS · ExcellentComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
CUDA
Estimates from memory-bandwidth formula; rows marked "measured" override. Methodology.

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K18.08 GBYes710.6 ± est.
Q48K default18.38 GBYes710.6 ± est.
Q432K20.18 GBYes710.6 ± est.
FP164K62.3 GBYes195.4 ± est.
FP168K default62.6 GBYes195.4 ± est.
FP1632K64.4 GBYes195.4 ± est.

Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).

VRAM breakdown at 8K context

QuantWeightsKV cacheOverheadTotal neededH100 80GB SXM5 VRAM
Q416.78 GB0.6 GB1 GB18.38 GB80 GB
FP1661.0 GB0.6 GB1 GB62.6 GB80 GB

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