AMD Instinct MI250X~248 tok/s (Q4)

google/gemma-2-27b-it speed on AMD Instinct MI250X

Quantization-specific throughput and VRAM requirements for google/gemma-2-27b-it running on AMD Instinct MI250X.

Speed Snapshot

Topline estimate from compatibility data

Modelgoogle/gemma-2-27b-it

GPUAMD Instinct MI250X

Q4 speed248 tok/s

Q4 VRAM required14GB

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	14GB	128GB	248 tok/s	✅ Fits
Q8	28GB	128GB	196 tok/s	✅ Fits
FP16	56GB	128GB	108 tok/s	✅ Fits