AMD Instinct MI210~238 tok/s (Q4)

meta-llama/Llama-3.1-8B-Instruct speed on AMD Instinct MI210

Quantization-specific throughput and VRAM requirements for meta-llama/Llama-3.1-8B-Instruct running on AMD Instinct MI210.

Speed Snapshot

Topline estimate from compatibility data

Modelmeta-llama/Llama-3.1-8B-Instruct

GPUAMD Instinct MI210

Q4 speed238 tok/s

Q4 VRAM required4GB

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	4GB	64GB	238 tok/s	✅ Fits
Q8	9GB	64GB	170 tok/s	✅ Fits
FP16	17GB	64GB	86 tok/s	✅ Fits