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Can Tesla P4 8GB run MiniCPM5-1B?

NVIDIA · 8 GB GDDR5 · 192 GB/s bandwidth · OpenBMB · 1.08B · model ctx up to 128K

SS · ExcellentComposite score: VRAM headroom × 0.5 + tok/s speed × 0.5. Q4 @ 8K context.
CUDA

Yes — the Tesla P4 8GB (8 GB GDDR5) can run MiniCPM5-1B. At Q4 with the default 8K context it needs ≈ 1.81 GB VRAM (weights 0.59 GB + KV cache 0.22 GB + 1 GB runtime overhead), which fits within 8 GB. Decode at Q4/8K: ≈ 113.1 tok/s (estimated, batch 1). FP16 (≈ 3.38 GB) also fits, at ≈ 31.1 tok/s (estimated). Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology. Buy Tesla P4 8GB on Amazon →

Fit & speed by quant and context

QuantContextVRAM neededFits?tok/s (decode)
Q44K1.7 GBYes113.1 ± est.
Q48K default1.81 GBYes113.1 ± est.
Q432K2.46 GBYes113.1 ± est.
FP164K3.27 GBYes31.1 ± est.
FP168K default3.38 GBYes31.1 ± est.
FP1632K4.02 GBYes31.1 ± 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 neededTesla P4 8GB VRAM
Q40.59 GB0.22 GB1 GB1.81 GB8 GB
FP162.16 GB0.22 GB1 GB3.38 GB8 GB

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