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Full GPU

Best variant: FP16

Full GPU inference — 8 GB VRAM meets the 2 GB recommendation.

GPU VRAM
8 GB
Min VRAM (best fit)
1 GB
Recommended VRAM
2 GB
Estimated tok/s
~477.6

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Every mxbai-embed-large quantization on NVIDIA GeForce GTX 1080

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
FP16Best fit0.67 GB1 GB2 GB512 / 512Full GPU~477.6

NVIDIA GeForce GTX 1080 is solid pick for mxbai-embed-large

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All hardware for mxbai-embed-largeBest GPU for mxbai-embed-largeModels that fit NVIDIA GeForce GTX 1080Full model detailsBrowse all models