AMD Instinct MI300X~293 tok/s (Q4)

unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit speed on AMD Instinct MI300X

Quantization-specific throughput and VRAM requirements for unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit running on AMD Instinct MI300X.

Speed Snapshot

Topline estimate from compatibility data

Modelunsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit

GPUAMD Instinct MI300X

Q4 speed293 tok/s

Q4 VRAM required16GB

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	16GB	192GB	293 tok/s	✅ Fits
Q8	33GB	192GB	170 tok/s	✅ Fits
FP16	66GB	192GB	95 tok/s	✅ Fits