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Full GPU

Best variant: Q4_K_M

Full GPU inference — 16 GB VRAM meets the 8 GB recommendation.

GPU VRAM
16 GB
Min VRAM (best fit)
5 GB
Recommended VRAM
8 GB
Estimated tok/s
~128

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Every CodeLlama 7B quantization on NVIDIA GeForce RTX 4070 Ti Super

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_MBest fit4.2 GB5 GB8 GB4K / 16KFull GPU~128

NVIDIA GeForce RTX 4070 Ti Super is solid pick for CodeLlama 7B

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All hardware for CodeLlama 7BBest GPU for CodeLlama 7BModels that fit NVIDIA GeForce RTX 4070 Ti SuperFull model detailsBrowse all models