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Partial GPU

Best variant: Q4_K_M

Partial GPU offload — 8 GB VRAM is above the 8 GB minimum but below the 9.1 GB recommendation. Some layers will spill to RAM.

GPU VRAM
8 GB
Min VRAM (best fit)
8 GB
Recommended VRAM
9.1 GB
Estimated tok/s
~22.4

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Every Phi-4 Reasoning 14B quantization on AMD Radeon RX 6650 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 fit7 GB8 GB9.1 GB8K / 8KPartial GPU~22.4
Q5_K_M8.8 GB10.1 GB11.4 GB8K / 8KHybrid CPU+GPU~10
Q8_014 GB16.1 GB18.2 GB8K / 8KHybrid CPU+GPU~7
FP1628 GB32.2 GB36.4 GB8K / 8KHybrid CPU+GPU~4

AMD Radeon RX 6650 XT is solid pick for Phi-4 Reasoning 14B

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All hardware for Phi-4 Reasoning 14BBest GPU for Phi-4 Reasoning 14BModels that fit AMD Radeon RX 6650 XTFull model detailsBrowse all models