DeepSeekDeepSeek R1 Distill Qwen 32B on AMD Radeon Pro W7900
Yes — AMD Radeon Pro W7900 handles DeepSeek R1 Distill Qwen 32B well at Q4_K_M — 18 tok/s. Solid daily-driver performance on 48 GB VRAM.
Model Size
32.5B
Device VRAM
48 GB
Bandwidth
864 GB/s
Quantization
Q4_K_M
Performance by Quantization
OwnRig currently has one published compatibility entry for DeepSeek R1 Distill Qwen 32B on AMD Radeon Pro W7900 at Q4_K_M. This is the best supported pairing we can stand behind today.
| Quantization | Speed | TTFT | Fits in VRAM | Rating | Confidence |
|---|---|---|---|---|---|
| Q4_K_M | 18 tok/s | 481ms | ✓ Yes | Good | estimated |
Notes
Q4_K_M
AMD workstation card with the best ROCm support in this dataset; best AMD option for larger models. Q4_K_M fits in VRAM on this card.
About DeepSeek R1 Distill Qwen 32B
DeepSeek R1 Distill Qwen 32B (32.5B) is a reasoning, coding, chat model. Distilled reasoning model with capable coding and chat performance.
View all DeepSeek R1 Distill Qwen 32B hardware options →About AMD Radeon Pro W7900
AMD Radeon Pro W7900 has 48 GB at 864 GB/s. Street price: $3,299.
See all models AMD Radeon Pro W7900 can run →Estimate method: Estimated from m4-max-64gb compatibility patterns plus ROCm/Vulkan adjustments. Reference hardware source: github.com (2026-03-26)
Performance varies by driver version, inference engine, quantization method, context length, and system configuration. Figures shown are estimates based on community benchmarks and may not reflect your exact setup. Product names are trademarks of their respective owners. OwnRig is independent and not affiliated with any hardware or AI model provider.