DeepSeek R1 Distill Qwen 32B VRAM requirements
DeepSeek · 32.8B params · MIT. Estimates, not vendor numbers.
DeepSeek R1 Distill Qwen 32B (32.8B parameters) needs about 21 GB of VRAM or unified memory at Q4, 25 GB at Q5 and 36 GB at Q8 (weights plus about 1.5 GB headroom, our estimate). The smallest common setup that runs it is 24GB GPU (RTX 4090).
| Quant | Download | Memory needed |
|---|---|---|
| Q4 | 20 GB | 21 GB |
| Q5 | 23 GB | 25 GB |
| Q8 | 35 GB | 36 GB |
Will it run on my machine?
| Setup | Runs? | Speed est. |
|---|---|---|
| 8GB GPU (RTX 4060) | No | n/a |
| 12GB GPU (RTX 3060 / 4070) | No | n/a |
| 16GB GPU (RTX 4060 Ti 16GB) | No | n/a |
| 24GB GPU (RTX 4090) | Yes, Q4 | ~31 tok/s |
| 32GB GPU (RTX 5090) | Yes, Q5 | ~46 tok/s |
| Mac 16GB (M4) | No | n/a |
| Mac 48GB (M4 Pro) | Yes, Q4 | ~8 tok/s |
| Mac 128GB (M4 Max) | Yes, Q5 | ~14 tok/s |
| PC, 32GB RAM, no GPU | No | n/a |
Best quant that fits each setup, with estimated generation speed from memory bandwidth. Real speed depends on the runtime, context length and settings.
Similar-size models
Qwen3.6 27B (27B) · Qwen3.8 27B (27.8B) · Muse Glimmer 30B (29.6B) · Qwen3 Coder 30B A3B (30.5B) · Gemma 4 31B (30.7B) · Qwen3.6 35B A3B (35B)
FAQ
How much VRAM does DeepSeek R1 Distill Qwen 32B need?
About 21 GB at Q4, 25 GB at Q5 and 36 GB at Q8, including about 1.5 GB headroom. These are estimates from the parameter count on the official model card.
Can DeepSeek R1 Distill Qwen 32B run on 8GB of VRAM?
Not fully on the GPU. At Q4 it needs about 21 GB; partial CPU offload works but is much slower.
Can DeepSeek R1 Distill Qwen 32B run on a Mac?
Yes. Mac 48GB (M4 Pro), Mac 128GB (M4 Max) can run it.
Which quant of DeepSeek R1 Distill Qwen 32B should I use?
Use the highest quant that fits with room to spare: Q8 is near full quality, Q5 is a good balance, and Q4 is the smallest that usually keeps quality acceptable.