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.
AMD Instinct MI250X can run deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 with Q4 quantization. At approximately 72 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 13GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 115GB | 128GB | 72.42 tok/s | ✅ Fits comfortably |
| Q8 | 231GB | 128GB | 53.91 tok/s | ❌ Not recommended |
| FP16 | 461GB | 128GB | 28.86 tok/s | ❌ Not recommended |