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Partial GPU

Best variant: Q3_K_M

Partial GPU offload — 16 GB VRAM is above the 15 GB minimum but below the 18 GB recommendation. Some layers will spill to RAM.

GPU VRAM
16 GB
Min VRAM (best fit)
15 GB
Recommended VRAM
18 GB
Estimated tok/s
~35.6

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Every Gemma 2 27B quantization on NVIDIA GeForce RTX 5080

Each row runs the compatibility engine against your VRAM, RAM, and the model's requirements.

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q3_K_MBest fit13 GB15 GB18 GB8K / 8KPartial GPU~35.6
Q4_K_M16 GB18 GB24 GB8K / 8KHybrid CPU+GPU~15
Q8_028.7 GB30 GB36 GB8K / 8KHybrid CPU+GPU~10

NVIDIA GeForce RTX 5080 is solid pick for Gemma 2 27B

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