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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI250X run lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit?

Runs Q4128GB VRAM availableRequires 15GB+

AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit. 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	128GB	287.61 tok/s	✅ Fits comfortably
Q8	31GB	128GB	186.14 tok/s	✅ Fits comfortably
FP16	61GB	128GB	107.01 tok/s	✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X

192GB

421.85 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

346.15 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

More questions

AMD Instinct MI250X specs & pricing Full guide for lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit