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Full GPU

Best variant: Q4_K_M

Full GPU inference — 32 GB VRAM meets the 12 GB recommendation.

GPU VRAM
32 GB
Min VRAM (best fit)
9 GB
Recommended VRAM
12 GB
Estimated tok/s
~20.3

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Every CodeLlama 13B quantization on Apple M2 Pro

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_MBest fit7.9 GB9 GB12 GB4K / 16KFull GPU~20.3

Apple M2 Pro is solid pick for CodeLlama 13B

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