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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run llamafactory/tiny-random-Llama-3?

Runs Q4192GB VRAM availableRequires 4GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of llamafactory/tiny-random-Llama-3. 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	805.33 tok/s	✅ Fits comfortably
Q8	7GB	192GB	529.61 tok/s	✅ Fits comfortably
FP16	15GB	192GB	264.53 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

704.02 tok/s

Price: —

AMD Instinct MI250X

128GB

513.19 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

More questions

AMD Instinct MI300X specs & pricing Full guide for llamafactory/tiny-random-Llama-3