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Hybrid CPU+GPU

Best variant: FP16

CPU + GPU hybrid — not enough VRAM (3 GB < 20.7 GB min), but 64 GB RAM is sufficient. Expect significantly slower inference.

GPU VRAM
3 GB
Min VRAM (best fit)
20.7 GB
Recommended VRAM
23.4 GB
Estimated tok/s
~4

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Every Qwen3.5 9B 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_M4.5 GB5.2 GB5.9 GB8K / 8KHybrid CPU+GPU~13
Q5_K_M5.6 GB6.4 GB7.3 GB8K / 8KHybrid CPU+GPU~11
Q8_09 GB10.4 GB11.7 GB8K / 8KHybrid CPU+GPU~8
FP16Best fit18 GB20.7 GB23.4 GB8K / 8KHybrid CPU+GPU~4

Upgrade options that fit Qwen3.5 9B better

Best performance

NVIDIA GeForce RTX 5090

32 GB VRAM · ~99.6 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 Qwen3.5 9BBest GPU for Qwen3.5 9BModels that fit NVIDIA GeForce GTX 1060 3GBFull model detailsBrowse all models