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Can't Run

Best variant: Q4_K_M

Not enough memory — need at least 256 GB RAM (have 64 GB) and 235 GB VRAM (have 16).

GPU VRAM
16 GB
Min VRAM (best fit)
235 GB
Recommended VRAM
256 GB
Estimated tok/s

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Every Llama 3.1 405B quantization on AMD Radeon RX 6900 XT

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q2_K145 GB150 GB160 GB4K / 128KCan't Run
Q4_K_MBest fit230 GB235 GB256 GB4K / 128KCan't Run

Upgrade options that fit Llama 3.1 405B better

Cheapest fit

Apple M4 Ultra

256 GB VRAM · ~3.8 tok/s

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All hardware for Llama 3.1 405BBest GPU for Llama 3.1 405BModels that fit AMD Radeon RX 6900 XTFull model detailsBrowse all models