AMD Instinct MI250X~178 tok/s (Q4)

Qwen/QwQ-32B-Preview speed on AMD Instinct MI250X

Quantization-specific throughput and VRAM requirements for Qwen/QwQ-32B-Preview running on AMD Instinct MI250X.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/QwQ-32B-Preview

GPUAMD Instinct MI250X

Q4 speed178 tok/s

Q4 VRAM required17GB

Data Source

Calculation and benchmark status

Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.

For full verdict logic and alternate GPUs, see the canonical compatibility page.

Quantization Speed Table

Quantization	VRAM needed	VRAM available	Speed	Verdict
Q4	17GB	128GB	178 tok/s	✅ Fits
Q8	34GB	128GB	119 tok/s	✅ Fits
FP16	67GB	128GB	62 tok/s	✅ Fits