AMD Instinct MI250X~628 tok/s (Q4)

unsloth/Llama-3.2-1B-Instruct speed on AMD Instinct MI250X

Quantization-specific throughput and VRAM requirements for unsloth/Llama-3.2-1B-Instruct running on AMD Instinct MI250X.

Speed Snapshot

Topline estimate from compatibility data

Modelunsloth/Llama-3.2-1B-Instruct

GPUAMD Instinct MI250X

Q4 speed628 tok/s

Q4 VRAM required1GB

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	1GB	128GB	628 tok/s	✅ Fits
Q8	1GB	128GB	392 tok/s	✅ Fits
FP16	2GB	128GB	213 tok/s	✅ Fits