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Full GPU

Best variant: FP16

Full GPU inference — 16 GB VRAM meets the 1.6 GB recommendation.

GPU VRAM
16 GB
Min VRAM (best fit)
1.4 GB
Recommended VRAM
1.6 GB
Estimated tok/s
~597.5

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Every Qwen3 0.6B quantization on NVIDIA GeForce RTX 4080

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M0.3 GB0.3 GB0.4 GB8K / 8KFull GPU~1912
Q5_K_M0.4 GB0.5 GB0.5 GB8K / 8KFull GPU~1558.7
Q8_00.6 GB0.7 GB0.8 GB8K / 8KFull GPU~1138.1
FP16Best fit1.2 GB1.4 GB1.6 GB8K / 8KFull GPU~597.5

NVIDIA GeForce RTX 4080 is solid pick for Qwen3 0.6B

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All hardware for Qwen3 0.6BBest GPU for Qwen3 0.6BModels that fit NVIDIA GeForce RTX 4080Full model detailsBrowse all models