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Can V100 32GB SXM2 run OLMo-2-1124-13B-Instruct?

NVIDIA · 32 GB HBM2 · 900 GB/s bandwidth · allenai · 13.7B · model ctx up to NoneK

✅ Yes — V100 32GB SXM2 (32 GB) can run OLMo-2-1124-13B-Instruct at Q4 (8K)
VRAM: 11.28 GB needed of 32 GB
Speed: ~70.6 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)
Q44K9.91 GBYes70.6 ± est.
Q48K default11.28 GBYes70.6 ± est.
Q432K19.5 GBYes70.6 ± est.
FP164K29.77 GBYes19.4 ± est.
FP168K default31.14 GBYes19.4 ± est.
FP1632K39.36 GBNo21.7 ± 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 neededV100 32GB SXM2 VRAM
Q47.54 GB2.74 GB1 GB11.28 GB32 GB
FP1627.4 GB2.74 GB1 GB31.14 GB32 GB

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