DeepSeek V3.2
DeepSeek V3.2 works with 1 GPUs via CPU offloading. Precise VRAM thresholds and benchmarks below.
llama.cpp 0.2.x · CUDA 12 · ROCm 6 · Updated monthly · methodology →
Execution Context
This model requires a Flagship GPU (48 GB+ VRAM)
Cómo ejecutar este modelo
Check if your GPU can run DeepSeek V3.2 →
VRAM Calculator — instant compatibility check
M3 Ultra
192 GB · Works with offloading · 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) | 1476.2 GB | 1342 GB | Maximum |
| Q8 (high quality) | 738.1 GB | 671 GB | Near-lossless |
| Q4 (recommended) Best balance | 369.1 GB | 335.5 GB | Recommended |
| Q2 (minimum) | 184.5 GB | 167.8 GB | Quality loss |
Model Details
| Developer | DeepSeek |
| Parameters | 671B |
| Context window | 128,000 tokens |
| License | MIT |
| Use cases | chat, coding, reasoning, analysis |
| Released | 2026-01 |
Hugging Face
deepseek-ai/DeepSeek-V3.2 Can your GPU run DeepSeek V3.2?
DeepSeek V3.2 needs 369.1 GB VRAM at Q4 — no consumer GPU fits fully. 1 GPUs work with CPU offloading at Q2 (184.5 GB).
Hardware Performance Matrix
0 Q4 native · 1 offload · 39 unsupported
Recommended GPUs for DeepSeek V3.2
Best picks by compatibility, VRAM headroom, and value — prices and availability may change.
M3 Ultra
192 GB VRAM
Check availability →
RTX 5090
32 GB VRAM
Check availability →
RTX 4090
24 GB VRAM
Check availability →
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DeepSeek V3.2 — Compatibility guide
DeepSeek V3.2 with 671B parameters only runs fully in multi-GPU or server configurations. Consider distilled versions if available. The VRAM calculator can help you find compatible alternatives.
Compatible Hardware
GPUs that run DeepSeek V3.2 at Q4 — sorted by AI performance score.
No consumer GPUs have enough VRAM for this model.
Consider distilled versions or Q2 quantization.
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More Practical Alternatives
Similar models in the chat category with comparable VRAM footprints.
Not sure which GPU you need for DeepSeek V3.2?
The VRAM Calculator tells you exactly which quantization your hardware can handle.