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Hybrid CPU+GPU

Best variant: Q8_0

CPU + GPU hybrid — not enough VRAM (8 GB < 40.3 GB min), but 64 GB RAM is sufficient. Expect significantly slower inference.

GPU VRAM
8 GB
Min VRAM (best fit)
40.3 GB
Recommended VRAM
45.5 GB
Estimated tok/s
~5

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Every Qwen3.6 35B A3B quantization on NVIDIA GeForce RTX 3070 Ti

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M17.5 GB20.1 GB22.8 GB8K / 8KHybrid CPU+GPU~9
Q5_K_M21.9 GB25.2 GB28.5 GB8K / 8KHybrid CPU+GPU~8
Q8_0Best fit35 GB40.3 GB45.5 GB8K / 8KHybrid CPU+GPU~5
FP1670 GB80.5 GB91 GB8K / 8KCan't Run

Upgrade options that fit Qwen3.6 35B A3B better

Cheapest fit

Apple M4 Pro

48 GB VRAM · ~7.4 tok/s

Best value

Apple M1 Max

64 GB VRAM · ~10.9 tok/s

Best performance

Apple M4 Ultra

256 GB VRAM · ~29.7 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 Qwen3.6 35B A3BBest GPU for Qwen3.6 35B A3BModels that fit NVIDIA GeForce RTX 3070 TiFull model detailsBrowse all models