NVIDIA A6000 meets the minimum VRAM requirement for Q4 inference of 01-ai/Yi-1.5-34B-Chat. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA A6000 can run 01-ai/Yi-1.5-34B-Chat with Q4 quantization. At approximately 45 tokens/second, you can expect Moderate speed - useful for batch processing.
You have 30GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 18GB | 48GB | 45.03 tok/s | ✅ Fits comfortably |
| Q8 | 35GB | 48GB | 34.98 tok/s | ✅ Fits comfortably |
| FP16 | 70GB | 48GB | 17.74 tok/s | ❌ Not recommended |