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DeepSeek V3 by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  DeepSeek V3   URL Share it on

  929926   
  Arxiv:2412.19437   Autotrain compatible   Conversational   Custom code   Deepseek v3   Fp8   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-V3 

DeepSeek V3 Benchmarks

LMSys ELO: 1316 vs 1272 (so35)3.5%
LLME Score: 0.70753
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek V3 (deepseek-ai/DeepSeek-V3)

DeepSeek V3 Parameters and Internals

LLM NameDeepSeek V3
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-V3 
Model Size684.5b
Required VRAM171.8 GB
Updated2025-02-05
Maintainerdeepseek-ai
Model Typedeepseek_v3
Model Files  5.2 GB: 1-of-163   4.3 GB: 2-of-163   4.3 GB: 3-of-163   4.3 GB: 4-of-163   4.3 GB: 5-of-163   4.4 GB: 6-of-163   4.3 GB: 7-of-163   4.3 GB: 8-of-163   4.3 GB: 9-of-163   4.3 GB: 10-of-163   4.3 GB: 11-of-163   1.3 GB: 12-of-163   4.3 GB: 13-of-163   4.3 GB: 14-of-163   4.3 GB: 15-of-163   4.3 GB: 16-of-163   4.3 GB: 17-of-163   4.3 GB: 18-of-163   4.3 GB: 19-of-163   4.3 GB: 20-of-163   4.3 GB: 21-of-163   4.3 GB: 22-of-163   4.3 GB: 23-of-163   4.3 GB: 24-of-163   4.3 GB: 25-of-163   4.3 GB: 26-of-163   4.3 GB: 27-of-163   4.3 GB: 28-of-163   4.3 GB: 29-of-163   4.3 GB: 30-of-163   4.3 GB: 31-of-163   4.3 GB: 32-of-163   4.3 GB: 33-of-163   1.8 GB: 34-of-163   4.3 GB: 35-of-163   4.3 GB: 36-of-163   4.3 GB: 37-of-163   4.3 GB: 38-of-163   4.3 GB: 39-of-163   4.3 GB: 40-of-163   4.3 GB: 41-of-163
Model ArchitectureDeepseekV3ForCausalLM
Context Length163840
Model Max Length163840
Transformers Version4.33.1
Vocabulary Size129280
Torch Data Typebfloat16

Quantized Models of the DeepSeek V3

Model
Likes
Downloads
VRAM
DeepSeek V3 AWQ144801351 GB

Best Alternatives to DeepSeek V3

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek R1160K / 184.7 GB10401686604
DeepSeek R1 Zero160K / 184.7 GB21974696
DeepSeek V3 Base160K / 171.8 GB276211501
DeepSeek R1160K / 193.3 GB303134
DeepSeek V3 Bf16160K / 358.8 GB228910
DeepSeek V3160K / 167.5 GB14579
DeepSeek R1 BF16160K / 358.8 GB3324
DeepSeek R1 Zero160K / 193.3 GB3313
DeepSeek R1 Bf16160K / 367.4 GB3772

Rank the DeepSeek V3 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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