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Can AMD Instinct MI300X run deepseek-ai/DeepSeek-Coder-V2-Instruct-0724?

Runs Q4192GB VRAM availableRequires 115GB+

AMD Instinct MI300X 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.

What this means for you

AMD Instinct MI300X can run deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 with Q4 quantization. At approximately 105 tokens/second, you can expect Excellent speed - conversational response times under 1 second.

You have 77GB headroom, which is sufficient for system overhead and smooth operation.

Quantization breakdown

QuantizationVRAM neededVRAM availableEstimated speedVerdict
Q4115GB192GB105.16 tok/s✅ Fits comfortably
Q8231GB192GB85.34 tok/s❌ Not recommended
FP16461GB192GB41.51 tok/s❌ Not recommended

Suitable alternatives

NVIDIA H200 SXM 141GB
141GB
110.85 tok/s
Price: —
AMD Instinct MI250X
128GB
72.42 tok/s
Price: —
Apple M2 Ultra
192GB
16.63 tok/s
Price: $5,999.00
View price
Apple M4 Max
128GB
10.69 tok/s
Price: —
Apple M3 Max
128GB
8.03 tok/s
Price: $3,999.00
View price

More questions

AMD Instinct MI300X specs & pricingFull guide for deepseek-ai/DeepSeek-Coder-V2-Instruct-0724deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 speed on AMD Instinct MI300Xdeepseek-ai/DeepSeek-Coder-V2-Instruct-0724 Q4 requirements