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Full GPU

Best variant: Q4_K_M

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

GPU VRAM
12 GB
Min VRAM (best fit)
9 GB
Recommended VRAM
12 GB
Estimated tok/s
~36.5

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Every CodeLlama 13B quantization on NVIDIA GeForce RTX 3060

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~36.5

NVIDIA GeForce RTX 3060 is solid pick for CodeLlama 13B

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All hardware for CodeLlama 13BBest GPU for CodeLlama 13BModels that fit NVIDIA GeForce RTX 3060Full model detailsBrowse all models