DeepSeek
DeepSeek Coder V2 16B
Aktuell920.2KDownloads600LikesJun 2024Veröffentlicht131K TokenKontextDeepSeekLizenz68 GutQualität
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.
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— kopieren & einfügen, um lokal auszuführenCopy-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
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About this model
Verwandte Modelle
Schnellauswahl
Beste Hardware
Top-Empfehlungen für DeepSeek Coder V2 16B
Dieses Modell ausführen
Quantisierungsoptionen
VRAM-Schätzungen nach Quantisierungsstufe
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%
Hardware-Kompatibilität
Eignungsschätzungen für alle Hardware
Computing compatibility...
Speicheraufschlüsselung
Reference: RTX 2060 6GB
Weights9.8 GB
KV Cache3.3 GB
Runtime1.2 GB
Headroom0.6 GB
Häufig gestellte Fragen
FAQ — DeepSeek Coder V2 16B
Siehe auch