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Hybrid CPU+GPU

Best variant: Q8_0

CPU + GPU hybrid — not enough VRAM (6 GB < 38 GB min), but 64 GB RAM is sufficient. Expect significantly slower inference.

GPU VRAM
6 GB
Min VRAM (best fit)
38 GB
Recommended VRAM
44 GB
Estimated tok/s
~3

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Every Yi 1.5 34B quantization on NVIDIA GeForce GTX 1660 Ti

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

QuantizationFile SizeMin VRAMRec VRAMContextVerdictEstimated tok/s
Q4_K_M20 GB22 GB24 GB4K / 4KHybrid CPU+GPU~4
Q8_0Best fit36 GB38 GB44 GB4K / 4KHybrid CPU+GPU~3

Upgrade options that fit Yi 1.5 34B better

Cheapest fit

Apple M4 Pro

48 GB VRAM · ~7.2 tok/s

Best value

Apple M1 Max

64 GB VRAM · ~10.6 tok/s

Best performance

Apple M4 Ultra

256 GB VRAM · ~28.9 tok/s

Rent GPU instead of buying one

If local fit is weak, cloud GPU gets you running today without hardware upgrade.

All hardware for Yi 1.5 34BBest GPU for Yi 1.5 34BModels that fit NVIDIA GeForce GTX 1660 TiFull model detailsBrowse all models