AMD Instinct MI250X~172 tok/s (Q4)

baichuan-inc/Baichuan-M2-32B speed on AMD Instinct MI250X

Quantization-specific throughput and VRAM requirements for baichuan-inc/Baichuan-M2-32B running on AMD Instinct MI250X.

Speed Snapshot

Topline estimate from compatibility data

Modelbaichuan-inc/Baichuan-M2-32B

GPUAMD Instinct MI250X

Q4 speed172 tok/s

Q4 VRAM required16GB

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	16GB	128GB	172 tok/s	✅ Fits
Q8	33GB	128GB	121 tok/s	✅ Fits
FP16	66GB	128GB	58 tok/s	✅ Fits