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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run trl-internal-testing/tiny-random-LlamaForCausalLM?

Runs Q4192GB VRAM availableRequires 4GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of trl-internal-testing/tiny-random-LlamaForCausalLM. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Quantization breakdown

Quantization	VRAM needed	VRAM available	Estimated speed	Verdict
Q4	4GB	192GB	738.27 tok/s	✅ Fits comfortably
Q8	7GB	192GB	525.05 tok/s	✅ Fits comfortably
FP16	15GB	192GB	307.35 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

626.15 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

536.60 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

More questions

AMD Instinct MI300X specs & pricing Full guide for trl-internal-testing/tiny-random-LlamaForCausalLM