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Full GPU

Best variant: FP16

Full GPU inference — 128 GB VRAM meets the 52 GB recommendation.

GPU VRAM
128 GB
Min VRAM (best fit)
46 GB
Recommended VRAM
52 GB
Estimated tok/s
~20

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Every GPT-OSS 20B quantization on Apple M1 Ultra

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M10 GB11.5 GB13 GB8K / 8KFull GPU~64
Q5_K_M12.5 GB14.4 GB16.3 GB8K / 8KFull GPU~55.7
Q8_020 GB23 GB26 GB8K / 8KFull GPU~38.1
FP16Best fit40 GB46 GB52 GB8K / 8KFull GPU~20

Apple M1 Ultra is solid pick for GPT-OSS 20B

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All hardware for GPT-OSS 20BBest GPU for GPT-OSS 20BModels that fit Apple M1 UltraFull model detailsBrowse all models