DeepSeek Coder V2
29 consumer GPUs can run DeepSeek Coder V2 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 Mid-range GPU (16 GB VRAM)
Cómo ejecutar este modelo
Check if your GPU can run DeepSeek Coder V2 →
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) | 32 GB | 32 GB | Maximum |
| Q8 (high quality) | 16 GB | 16 GB | Near-lossless |
| Q4 (recommended) Best balance | 9 GB | 9 GB | Recommended |
| Q2 (minimum) | 5 GB | 5 GB | Quality loss |
Model Details
| Developer | DeepSeek |
| Parameters | 16B |
| Context window | 131,072 tokens |
| License | DeepSeek |
| Use cases | coding, chat, reasoning |
| Released | 2024-06 |
Install with Ollama
ollama run deepseek-coder-v2:16b Hugging Face
deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct Can your GPU run DeepSeek Coder V2?
DeepSeek Coder V2 requires 9 GB VRAM at Q4. 29 consumer GPUs meet this threshold. Below 8 GB or 7 GB you'll hit significant offload latency.
Hardware Performance Matrix
29 Q4 native · 11 offload · 0 unsupported
Recommended GPUs for DeepSeek Coder V2
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 Coder V2 — Compatibility guide
DeepSeek Coder V2 needs intermediate hardware or Q4 quantization to run on consumer GPUs. With 10 GB VRAM you get the best quality. Use the VRAM calculator to see which quantization your GPU supports.
Compare GPUs for DeepSeek Coder V2
Which GPU is worth it? Real specs and benchmarks side by side.
Compatible Hardware
GPUs that run DeepSeek Coder V2 at Q4 — sorted by AI performance score.
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More Practical Alternatives
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Compare This Model
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Not sure which GPU you need for DeepSeek Coder V2?
The VRAM Calculator tells you exactly which quantization your hardware can handle.