Unsloth Deepseek R1 Distill Qwen 32B Bnb 4bit speed on NVIDIA A6000 and quantization-level VRAM fit.
NVIDIA A6000 meets the minimum VRAM requirement for Q4 inference of Unsloth Deepseek R1 Distill Qwen 32B Bnb 4bit. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.
NVIDIA A6000 can run Unsloth Deepseek R1 Distill Qwen 32B Bnb 4bit with Q4 quantization. At approximately 58 tokens/second, you can expect Good speed - acceptable for interactive use.
You have 32GB headroom, which is sufficient for system overhead and smooth operation.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 16GB | 48GB | 57.92 tok/s | ✅ Fits comfortably |
| Q8 | 32GB | 48GB | 40.54 tok/s | ✅ Fits comfortably |
| FP16 | 64GB | 48GB | 22.01 tok/s | ❌ Not recommended |
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NVIDIA A6000 can run Unsloth Deepseek R1 Distill Qwen 32B Bnb 4bit at Q4 with an estimated 58 tok/s.
Q4 inference is estimated to need about 16GB VRAM on this page, while NVIDIA A6000 has 48GB available.
If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.