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Full GPU

Best variant: Q8_0

Full GPU inference — 11 GB VRAM meets the 8 GB recommendation.

GPU VRAM
11 GB
Min VRAM (best fit)
6 GB
Recommended VRAM
8 GB
Estimated tok/s
~87

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Every Gemma 4 E2B quantization on NVIDIA GeForce GTX 1080 Ti

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M2.7 GB3.5 GB4 GB8K / 128KFull GPU~143.4
Q8_0Best fit5.3 GB6 GB8 GB8K / 128KFull GPU~87

NVIDIA GeForce GTX 1080 Ti is solid pick for Gemma 4 E2B

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