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DeepSeek V2 Chat by deepseek-ai

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

  1349   
  Arxiv:2311.18743   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-Chat 

DeepSeek V2 Chat Benchmarks

LLME Score: 0.26842
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek V2 Chat (deepseek-ai/DeepSeek-V2-Chat)

DeepSeek V2 Chat Parameters and Internals

Model Type 
Mixture-of-Experts, language model
Use Cases 
Areas:
commercial applications
Additional Notes 
DeepSeek-V2 employs innovative Multi-head Latent Attention (MLA) and DeepSeekMoE architecture for efficient inference and stronger performance.
Supported Languages 
english (high proficiency), chinese (high proficiency)
Training Details 
Data Sources:
8.1 trillion tokens diverse corpus
Data Volume:
8.1 trillion tokens
Methodology:
Supervised Fine-Tuning (SFT) and Reinforcement Learning (RL)
Context Length:
128000
Model Architecture:
Mixture-of-Experts
Input Output 
Accepted Modalities:
text
Performance Tips:
The vLLM solution is recommended for optimal performance on GPUs.
LLM NameDeepSeek V2 Chat
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-V2-Chat 
Model Size235.7b
Required VRAM378.4 GB
Updated2025-01-20
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

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Context / RAM
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DeepSeek Coder V2 Base160K / 387 GB18057
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/DeepSeek-V2-Chat.

Rank the DeepSeek V2 Chat Capabilities

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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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