AMD Instinct MI300X~713 tok/s (Q4)

trl-internal-testing/tiny-random-LlamaForCausalLM speed on AMD Instinct MI300X

Quantization-specific throughput and VRAM requirements for trl-internal-testing/tiny-random-LlamaForCausalLM running on AMD Instinct MI300X.

Speed Snapshot

Topline estimate from compatibility data

Modeltrl-internal-testing/tiny-random-LlamaForCausalLM

GPUAMD Instinct MI300X

Q4 speed713 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	713 tok/s	✅ Fits
Q8	7GB	192GB	483 tok/s	✅ Fits
FP16	15GB	192GB	309 tok/s	✅ Fits