Apple M2 Ultra meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-2-7b-chat-hf. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
Apple M2 Ultra can run meta-llama/Llama-2-7b-chat-hf with Q4 quantization. At approximately 112 tokens/second, you can expect Excellent speed - conversational response times under 1 second.
You have 188GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 4GB | 192GB | 111.54 tok/s | ✅ Fits comfortably |
| Q8 | 7GB | 192GB | 76.91 tok/s | ✅ Fits comfortably |
| FP16 | 15GB | 192GB | 37.92 tok/s | ✅ Fits comfortably |