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Full GPU

Best variant: Q8_0

Full GPU inference — 12 GB VRAM meets the 6 GB recommendation.

GPU VRAM
12 GB
Min VRAM (best fit)
3.5 GB
Recommended VRAM
6 GB
Estimated tok/s
~321.7

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Every Gemma 2 2B quantization on NVIDIA GeForce RTX 3080 Ti

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M1.5 GB2.5 GB4 GB8K / 8KFull GPU~486.4
Q8_0Best fit2.7 GB3.5 GB6 GB8K / 8KFull GPU~321.7

NVIDIA GeForce RTX 3080 Ti is solid pick for Gemma 2 2B

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All hardware for Gemma 2 2BBest GPU for Gemma 2 2BModels that fit NVIDIA GeForce RTX 3080 TiFull model detailsBrowse all models