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DeepSeek V2.5 by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  DeepSeek V2.5   URL Share it on

  3793   
  Arxiv:2405.04434   Autotrain compatible   Conversational   Custom code   Deepseek v2   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-V2.5 

DeepSeek V2.5 Benchmarks

LMSys ELO: 1258 vs 1272 (so35)-1.1%
LLME Score: 0.45069
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek V2.5 (deepseek-ai/DeepSeek-V2.5)

DeepSeek V2.5 Parameters and Internals

Model Type 
general, coding
Additional Notes 
Supports function calling, JSON output, and FIM completion.
Input Output 
Input Format:
Chat-based template format using user-assistant roles.
Accepted Modalities:
text
Performance Tips:
Inference can be performed with Huggingface's Transformers or vLLM.
LLM NameDeepSeek V2.5
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-V2.5 
Model Size235.7b
Required VRAM378.4 GB
Updated2025-03-14
Maintainerdeepseek-ai
Model Typedeepseek_v2
Model Files  8.6 GB: 1-of-55   8.6 GB: 2-of-55   8.6 GB: 3-of-55   8.6 GB: 4-of-55   8.6 GB: 5-of-55   8.6 GB: 6-of-55   8.6 GB: 7-of-55   8.6 GB: 8-of-55   8.6 GB: 9-of-55   8.6 GB: 10-of-55   8.6 GB: 11-of-55   8.6 GB: 12-of-55   8.6 GB: 13-of-55   8.6 GB: 14-of-55   8.6 GB: 15-of-55   8.6 GB: 16-of-55   8.6 GB: 17-of-55   8.6 GB: 18-of-55   8.6 GB: 19-of-55   8.6 GB: 20-of-55   8.6 GB: 21-of-55   8.6 GB: 22-of-55   8.6 GB: 23-of-55   8.6 GB: 24-of-55   8.6 GB: 25-of-55   8.6 GB: 26-of-55   8.6 GB: 27-of-55   8.6 GB: 28-of-55   8.6 GB: 29-of-55   8.6 GB: 30-of-55   8.6 GB: 31-of-55   8.6 GB: 32-of-55   8.6 GB: 33-of-55   8.6 GB: 34-of-55   8.6 GB: 35-of-55   8.6 GB: 36-of-55   8.6 GB: 37-of-55   8.6 GB: 38-of-55   8.6 GB: 39-of-55   8.6 GB: 40-of-55   8.6 GB: 41-of-55   8.6 GB: 42-of-55   8.6 GB: 43-of-55   8.6 GB: 44-of-55
Model ArchitectureDeepseekV2ForCausalLM
Licenseother
Context Length163840
Model Max Length163840
Transformers Version4.39.3
Vocabulary Size102400
Torch Data Typebfloat16

Best Alternatives to DeepSeek V2.5

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Context / RAM
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DeepSeek V2.5 1210160K / 378.4 GB1424252
DeepSeek Coder V2 Instruct160K / 387 GB7851590
DeepSeek V2160K / 378.4 GB12470310
DeepSeek V2 Chat160K / 378.4 GB2586458
...eepSeek Coder V2 Instruct 0724160K / 378.4 GB445106
DeepSeek V2 Chat 0628160K / 369.8 GB463175
DeepSeek Coder V2 Base160K / 387 GB57167
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/DeepSeek-V2.5.

Rank the DeepSeek V2.5 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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