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DeepSeek V2.5 236B

Actual
8.9KDescargas734Me gustaSep 2024Publicado131K tokensContextoDeepSeekLicencia80 FuerteCalidad

DeepSeek V2.5 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.

Comenzar

— copia y pega para ejecutar en local

Copy-paste commands to run DeepSeek V2.5 236B on your machine.

Run

docker run --rm -it ghcr.io/ggerganov/llama.cpp:full \ --hf-repo "deepseek-ai/DeepSeek-V2.5" \ --hf-file "DeepSeek-V2.5-Q4_K_M.gguf" \ -c 4096 -ngl 99

Quick specs

Parameters236B (21B active)
Architecturemoe (MoE)
Context131K tokens
Modalitytext
Min RAM92 GB
Rec. RAM144 GB (Q4_K_M)
LicenseDeepSeek
FamilyDeepSeek
Chat Reasoning

About this model

DeepSeek-V2.5 is an upgraded version that combines DeepSeek-V2-Chat and DeepSeek-Coder-V2-Instruct. The new model integrates the general and coding abilities of the two previous versions. For model details, please visit DeepSeek-V2 page for more information.

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Mejores opciones para DeepSeek V2.5 236B

Ejecutar este modelo

Opciones de cuantización

Estimaciones de VRAM por nivel de cuantización

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
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 V2.5 236B benchmark scores

Benchmark verified

Reasoning

MMLU-Pro
GPQA Diamond
MATH-50082.8%
ARC Challenge

Source: official · 2024-09-05

Compatibilidad de hardware

Estimaciones de encaje en todo el hardware

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Computing compatibility...

Desglose de memoria

Reference: RTX 2060 6GB

Weights144.0 GB
KV Cache58.6 GB
Runtime0.9 GB
Headroom0.6 GB

Preguntas frecuentes

FAQ — DeepSeek V2.5 236B

Ver también