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Full GPU

Best variant: Q4_K_M

Full GPU inference — 48 GB VRAM meets the 48 GB recommendation.

GPU VRAM
48 GB
Min VRAM (best fit)
42 GB
Recommended VRAM
48 GB
Estimated tok/s
~5.5

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Every Llama 3.1 70B quantization on Apple M4 Pro

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q2_K25 GB27 GB32 GB8K / 128KFull GPU~6.8
Q3_K_M33 GB35 GB40 GB8K / 128KFull GPU~5.7
Q4_K_MBest fit40 GB42 GB48 GB8K / 128KFull GPU~5.5
Q5_K_M48 GB50 GB56 GB8K / 128KHybrid CPU+GPU~2
Q8_074 GB76 GB80 GB8K / 128KCan't Run

Apple M4 Pro is solid pick for Llama 3.1 70B

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All hardware for Llama 3.1 70BBest GPU for Llama 3.1 70BModels that fit Apple M4 ProFull model detailsBrowse all models