DeepSeek R1 Distill 32B
10 consumer GPUs can run DeepSeek R1 Distill 32B at Q4 natively. Precise VRAM thresholds and benchmarks below.
llama.cpp 0.2.x · CUDA 12 · ROCm 6 · Updated monthly · methodology →
Execution Context
This model requires a High-end GPU (24 GB VRAM)
Cómo ejecutar este modelo
Check if your GPU can run DeepSeek R1 Distill 32B →
VRAM Calculator — instant compatibility check
RTX 5090
32 GB · Runs Q4 natively · Check availability
*Prices and availability may change. Some links are affiliate links.
System Requirements
VRAM by Quantization
| Quantization | VRAM needed | Disk space | Quality |
|---|---|---|---|
| FP16 (max quality) | 76.8 GB | 64 GB | Maximum |
| Q8 (high quality) | 38.4 GB | 32 GB | Near-lossless |
| Q4 (recommended) Best balance | 19.2 GB | 16 GB | Recommended |
| Q2 (minimum) | 9.6 GB | 8 GB | Quality loss |
Model Details
| Developer | DeepSeek |
| Parameters | 32B |
| Context window | 128,000 tokens |
| License | MIT |
| Use cases | reasoning, chat, coding |
| Released | 2025-01 |
Install with Ollama
ollama run deepseek-r1:32b Hugging Face
deepseek-ai/DeepSeek-R1-Distill-Qwen-32B Can your GPU run DeepSeek R1 Distill 32B?
DeepSeek R1 Distill 32B requires 19.2 GB VRAM at Q4. 10 consumer GPUs meet this threshold. Below 8 GB or 17.2 GB you'll hit significant offload latency.
Hardware Performance Matrix
10 Q4 native · 19 offload · 11 unsupported
Recommended GPUs for DeepSeek R1 Distill 32B
Best picks by compatibility, VRAM headroom, and value — prices and availability may change.
RTX 5090
32 GB VRAM
Check availability →
RTX 4090
24 GB VRAM
Check availability →
M4 Ultra
128 GB VRAM
Check availability →
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DeepSeek R1 Distill 32B — Compatibility guide
DeepSeek R1 Distill 32B requires a high-end GPU like the RTX 4090 or a Mac with M2 Ultra or better. The Q4 version needs 19.2 GB VRAM. Check the VRAM calculator for your options.
Compare GPUs for DeepSeek R1 Distill 32B
Which GPU is worth it? Real specs and benchmarks side by side.
Compatible Hardware
GPUs that run DeepSeek R1 Distill 32B at Q4 — sorted by AI performance score.
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Not sure which GPU you need for DeepSeek R1 Distill 32B?
The VRAM Calculator tells you exactly which quantization your hardware can handle.