DeepSeek
DeepSeek Coder V2 16B
当前920.2K下载量600点赞Jun 2024发布日期131K tokens上下文DeepSeek许可证68 良好质量
DeepSeek Coder V2 16B (16B parameters) requires approximately 14.9 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 2.4000000953674316B active parameters, it uses less memory than its total parameter count suggests. For the best balance of quality and speed, we recommend hardware with at least 18 GB of VRAM.
快速开始
— 复制粘贴即可本地运行Copy-paste commands to run DeepSeek Coder V2 16B on your machine.
Run
lms load DeepSeek-Coder-V2-Lite-Instruct && lms server startQuick specs
Parameters16B (2.4B active)
Architecturemoe (MoE)
Context131K tokens
Modalitytext
Min RAM6.2 GB
Rec. RAM9.8 GB (Q4_K_M)
LicenseDeepSeek
FamilyDeepSeek
✓ Chat
About this model
相关模型
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最佳硬件
DeepSeek Coder V2 16B 的最佳选择
运行此模型
量化选项
各量化级别的 VRAM 估算
No hardware detected — fit column shows raw VRAM estimates
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 6.2 GB | Low | — |
Q3_K_S | 3 | 7.8 GB | Low | — |
NVFP4 | 4 | 9.0 GB | Medium | — |
Q4_K_M | 4 | 9.8 GB | Medium | — |
Q5_K_M | 5 | 11.5 GB | High | — |
Q6_K | 6 | 13.1 GB | High | — |
Q8_0 | 8 | 17.1 GB | Very High | — |
F16 | 16 | 32.8 GB | Maximum | — |
Quality benchmarks
DeepSeek Coder V2 16B benchmark scores
Coding
SWE-bench Verified—
HumanEval+81.1%
Aider Polyglot—
LiveCodeBench24.3%
硬件兼容性
全部硬件的适配估算
Computing compatibility...
内存详细分析
Reference: RTX 2060 6GB
Weights9.8 GB
KV Cache3.3 GB
Runtime1.2 GB
Headroom0.6 GB
常见问题
FAQ — DeepSeek Coder V2 16B
另请参阅