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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit?

Runs Q4192GB VRAM availableRequires 15GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit. 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	15GB	192GB	413.46 tok/s	✅ Fits comfortably
Q8	31GB	192GB	280.60 tok/s	✅ Fits comfortably
FP16	61GB	192GB	160.24 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

388.69 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

261.80 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

More questions

AMD Instinct MI300X specs & pricing Full guide for lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit