AMD Instinct MI300X~961 tok/s (Q4)

meta-llama/Llama-3.2-1B-Instruct speed on AMD Instinct MI300X

Quantization-specific throughput and VRAM requirements for meta-llama/Llama-3.2-1B-Instruct running on AMD Instinct MI300X.

Speed Snapshot

Topline estimate from compatibility data

Modelmeta-llama/Llama-3.2-1B-Instruct

GPUAMD Instinct MI300X

Q4 speed961 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	192GB	961 tok/s	✅ Fits
Q8	1GB	192GB	621 tok/s	✅ Fits
FP16	2GB	192GB	329 tok/s	✅ Fits