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Partial GPU

Best variant: Q4_K_M

Partial GPU offload — 11 GB VRAM is above the 9 GB minimum but below the 12 GB recommendation. Some layers will spill to RAM.

GPU VRAM
11 GB
Min VRAM (best fit)
9 GB
Recommended VRAM
12 GB
Estimated tok/s
~43.7

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Every CodeLlama 13B quantization on NVIDIA GeForce RTX 2080 Ti

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 / 16KPartial GPU~43.7

NVIDIA GeForce RTX 2080 Ti is solid pick for CodeLlama 13B

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