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DeepSeek V2 Chat by deepseek-ai

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DeepSeek V2 Chat is an open-source language model by deepseek-ai. Features: 235.7b LLM, VRAM: 378.4GB, Context: 160K, License: other, LLM Explorer Score: 0.2.

  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: 0.19621
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)
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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
Updated2025-11-09
Maintainerdeepseek-ai
Model Typedeepseek_v2
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Model ArchitectureDeepseekV2ForCausalLM
Licenseother
Context Length163840
Model Max Length163840
Transformers Version4.39.3
Vocabulary Size102400
Torch Data Typebfloat16

Best Alternatives to DeepSeek V2 Chat

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek V2.5160K / 378.4 GB9138732
DeepSeek V2.5 1210160K / 378.4 GB1570256
DeepSeek V2160K / 378.4 GB16802333
DeepSeek Coder V2 Instruct160K / 387 GB4686684
DeepSeek Coder V2 Base160K / 387 GB18881
DeepSeek V2 Chat 0628160K / 369.8 GB2971177
...eepSeek Coder V2 Instruct 0724160K / 378.4 GB326115
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

🆘 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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