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Partial GPU

Best variant: Q4_K_M

Partial GPU offload — 20 GB VRAM is above the 18.4 GB minimum but below the 20.8 GB recommendation. Some layers will spill to RAM.

GPU VRAM
20 GB
Min VRAM (best fit)
18.4 GB
Recommended VRAM
20.8 GB
Estimated tok/s
~28

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Every Qwen3 32B quantization on AMD Radeon RX 7900 XT

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_MBest fit16 GB18.4 GB20.8 GB8K / 8KPartial GPU~28
Q5_K_M20 GB23 GB26 GB8K / 8KHybrid CPU+GPU~11
Q8_032 GB36.8 GB41.6 GB8K / 8KHybrid CPU+GPU~8
FP1664 GB73.6 GB83.2 GB8K / 8KCan't Run

AMD Radeon RX 7900 XT is solid pick for Qwen3 32B

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All hardware for Qwen3 32BBest GPU for Qwen3 32BModels that fit AMD Radeon RX 7900 XTFull model detailsBrowse all models