DeepSeek
DeepSeek Coder V2 236B
Aktuell62.7KDownloads687LikesJun 2024Veröffentlicht131K TokenKontextDeepSeekLizenz84 StarkQualität
DeepSeek Coder V2 236B (236B parameters) requires approximately 204.1 GB of VRAM with Q4_K_M quantization. As a Mixture of Experts model with 21B 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 235 GB of VRAM.
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— kopieren & einfügen, um lokal auszuführenCopy-paste commands to run DeepSeek Coder V2 236B on your machine.
Run
lms load DeepSeek-Coder-V2-Instruct && lms server startQuick specs
Parameters236B (21B active)
Architecturemoe (MoE)
Context131K tokens
Modalitytext
Min RAM92 GB
Rec. RAM144 GB (Q4_K_M)
LicenseDeepSeek
FamilyDeepSeek
✓ Reasoning
About this model
Verwandte Modelle
Schnellauswahl
Beste Hardware
Top-Empfehlungen für DeepSeek Coder V2 236B
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 | 92.0 GB | Low | — |
Q3_K_S | 3 | 115.6 GB | Low | — |
NVFP4 | 4 | 132.2 GB | Medium | — |
Q4_K_M | 4 | 144.0 GB | Medium | — |
Q5_K_M | 5 | 169.9 GB | High | — |
Q6_K | 6 | 193.5 GB | High | — |
Q8_0 | 8 | 252.5 GB | Very High | — |
F16 | 16 | 483.8 GB | Maximum | — |
Quality benchmarks
DeepSeek Coder V2 236B benchmark scores
Coding
SWE-bench Verified—
HumanEval+90.2%
Aider Polyglot—
LiveCodeBench43.4%
Reasoning
MMLU-Pro75.9%
GPQA Diamond59.1%
MATH-50075.7%
ARC Challenge—
Source: official · 2024-06-17
Hardware-Kompatibilität
Eignungsschätzungen für alle Hardware
Computing compatibility...
Speicheraufschlüsselung
Reference: RTX 2060 6GB
Weights144.0 GB
KV Cache58.6 GB
Runtime0.9 GB
Headroom0.6 GB
Häufig gestellte Fragen
FAQ — DeepSeek Coder V2 236B
Siehe auch