AMD Instinct MI300X~692 tok/s (Q4)

GSAI-ML/LLaDA-8B-Instruct speed on AMD Instinct MI300X

Quantization-specific throughput and VRAM requirements for GSAI-ML/LLaDA-8B-Instruct running on AMD Instinct MI300X.

Speed Snapshot

Topline estimate from compatibility data

ModelGSAI-ML/LLaDA-8B-Instruct

GPUAMD Instinct MI300X

Q4 speed692 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	192GB	692 tok/s	✅ Fits
Q8	9GB	192GB	521 tok/s	✅ Fits
FP16	17GB	192GB	305 tok/s	✅ Fits