localai.computer

Loading content...

GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI250X run deepseek-ai/DeepSeek-Coder-V2-Instruct-0724?

Runs Q4128GB VRAM availableRequires 115GB+

AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of deepseek-ai/DeepSeek-Coder-V2-Instruct-0724. 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	115GB	128GB	76.04 tok/s	✅ Fits comfortably
Q8	231GB	128GB	49.70 tok/s	❌ Not recommended
FP16	461GB	128GB	25.73 tok/s	❌ Not recommended

Suitable alternatives

AMD Instinct MI300X

192GB

114.45 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

110.38 tok/s

Price: —

192GB

More questions

AMD Instinct MI250X specs & pricing Full guide for deepseek-ai/DeepSeek-Coder-V2-Instruct-0724