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Hybrid CPU+GPU

Best variant: Q8_0

CPU + GPU hybrid — not enough VRAM (3 GB < 5.5 GB min), but 64 GB RAM is sufficient. Expect significantly slower inference.

GPU VRAM
3 GB
Min VRAM (best fit)
5.5 GB
Recommended VRAM
8 GB
Estimated tok/s
~16

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Every Gemma 3 4B quantization on NVIDIA GeForce GTX 1060 3GB

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M2.5 GB3.5 GB4 GB8K / 32KHybrid CPU+GPU~23
Q8_0Best fit4.3 GB5.5 GB8 GB8K / 32KHybrid CPU+GPU~16

Upgrade options that fit Gemma 3 4B better

Cheapest fit

NVIDIA GeForce RTX 4060 Ti 8GB

8 GB VRAM · ~63.8 tok/s

Best performance

NVIDIA GeForce RTX 5090

32 GB VRAM · ~396.9 tok/s

Rent GPU instead of buying one

If local fit is weak, cloud GPU gets you running today without hardware upgrade.

All hardware for Gemma 3 4BBest GPU for Gemma 3 4BModels that fit NVIDIA GeForce GTX 1060 3GBFull model detailsBrowse all models