AMD Instinct MI250X~442 tok/s (Q4)

HuggingFaceTB/SmolLM-135M speed on AMD Instinct MI250X

Quantization-specific throughput and VRAM requirements for HuggingFaceTB/SmolLM-135M running on AMD Instinct MI250X.

Speed Snapshot

Topline estimate from compatibility data

ModelHuggingFaceTB/SmolLM-135M

GPUAMD Instinct MI250X

Q4 speed442 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	128GB	442 tok/s	✅ Fits
Q8	7GB	128GB	330 tok/s	✅ Fits
FP16	15GB	128GB	178 tok/s	✅ Fits