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Full GPU

Best variant: Q4_K_M

Full GPU inference — 256 GB VRAM meets the 48 GB recommendation.

GPU VRAM
256 GB
Min VRAM (best fit)
42 GB
Recommended VRAM
48 GB
Estimated tok/s
~21.8

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Every Hermes 3 Llama 3.1 70B quantization on Apple M4 Ultra

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_MBest fit40 GB42 GB48 GB8K / 128KFull GPU~21.8

Apple M4 Ultra is solid pick for Hermes 3 Llama 3.1 70B

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All hardware for Hermes 3 Llama 3.1 70BBest GPU for Hermes 3 Llama 3.1 70BModels that fit Apple M4 UltraFull model detailsBrowse all models