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Can V100 16GB PCIe run MiMo-V2.5?

NVIDIA · 16 GB HBM2 · 900 GB/s bandwidth · Xiaomi · 310.0B (active 15.0B) · MoE · model ctx up to 1024K

❌ No — MiMo-V2.5 Q4 needs 172.06 GB, card only has 16 GB
VRAM: 172.06 GB needed of 16 GB
FF · No FitComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
CUDA
Your GPU won't fit MiMo-V2.5, but runs these similar models: Qwen3-8B, gemma-4-26B-A4B-itor☁️ Rent on RunPod from ~$0.50/hr
Estimates from memory-bandwidth formula; rows marked "measured" override. Methodology.

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K172.06 GBNo
Q48K default172.62 GBNo
Q432K176.0 GBNo
FP164K621.56 GBNo
FP168K default622.12 GBNo
FP1632K625.5 GBNo

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 16GB PCIe VRAM
Q4170.5 GB1.12 GB1 GB172.62 GB16 GB
FP16620.0 GB1.12 GB1 GB622.12 GB16 GB

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