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Can H100 80GB SXM5 run gpt-oss-120b?

NVIDIA · 80 GB HBM3 · 3350 GB/s bandwidth · OpenAI · 120.4B (active 5.1B) · MoE · model ctx up to 128K

✅ Yes — H100 80GB SXM5 (80 GB) can run gpt-oss-120b at Q4 (8K)
VRAM: 68.24 GB needed of 80 GB
Speed: ~418.0 tok/s (estimated)
BB · GoodComposite 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)
Q44K67.73 GBYes418.0 ± est.
Q48K default68.24 GBYes418.0 ± est.
Q432K71.3 GBYes418.0 ± est.
FP164K242.31 GBNo35.8 ± est.
FP168K default242.82 GBNo35.6 ± est.
FP1632K245.88 GBNo34.7 ± 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
Q466.22 GB1.02 GB1 GB68.24 GB80 GB
FP16240.8 GB1.02 GB1 GB242.82 GB80 GB

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