Unsloth Deepseek R1 Distill Qwen 32B Bnb 4bit speed on RX 9070 and quantization-level VRAM fit.
RX 9070 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.
RX 9070 can run Unsloth Deepseek R1 Distill Qwen 32B Bnb 4bit with Q4 quantization. At approximately 38 tokens/second, you can expect Moderate speed - useful for batch processing.
VRAM usage will be very close to your GPU's limit. Consider closing other applications or using Q3 quantization for more margin.
| Quantization | VRAM needed | VRAM available | Estimated speed | Verdict |
|---|---|---|---|---|
| Q4 | 16GB | 16GB | 38.06 tok/s | ⚠️ Tight fit |
| Q8 | 32GB | 16GB | 26.64 tok/s | ❌ Not recommended |
| FP16 | 64GB | 16GB | 14.46 tok/s | ❌ Not recommended |
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RX 9070 can run Unsloth Deepseek R1 Distill Qwen 32B Bnb 4bit at Q4 with an estimated 38 tok/s.
Q4 inference is estimated to need about 16GB VRAM on this page, while RX 9070 has 16GB available.
If you need more speed or context headroom, compare alternative GPUs below and check higher-tier VRAM options.