AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of allenai/Olmo-3-7B-Think. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI250X can run allenai/Olmo-3-7B-Think with Q4 quantization. At approximately 453 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 124GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 128GB | 453.49 tok/s | ✅ Fits comfortably |
| Q8 | 8GB | 128GB | 347.72 tok/s | ✅ Fits comfortably |
| FP16 | 16GB | 128GB | 198.47 tok/s | ✅ Fits comfortably |