AMD Instinct MI210 meets the minimum VRAM requirement for Q4 inference of unsloth/Llama-3.2-3B-Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
AMD Instinct MI210 can run unsloth/Llama-3.2-3B-Instruct with Q4 quantization. At approximately 258 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 62GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 2GB | 64GB | 258.35 tok/s | ✅ Fits comfortably |
| Q8 | 3GB | 64GB | 207.61 tok/s | ✅ Fits comfortably |
| FP16 | 6GB | 64GB | 102.39 tok/s | ✅ Fits comfortably |