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DeepSeek V3 by deepseek-ai

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

  3127646   
  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: 1319 vs 1272 (so35)3.7%
LLME Score: 0.70298
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
Updated2025-03-13
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 AWQ307357351 GB

Best Alternatives to DeepSeek V3

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek R1160K / 184.7 GB298758511230
DeepSeek V3 Base160K / 171.8 GB7631421587
DeepSeek R1 Zero160K / 184.7 GB10929863
DeepSeek R1 Block INT8160K / 176.1 GB343731
DeepSeek R1160K / 193.3 GB322344
DeepSeek R1 BF16160K / 358.8 GB495018
DeepSeek R1 Bf16160K / 367.4 GB269515
DeepSeek V3 Bf16160K / 358.8 GB349015
DeepSeek V3160K / 167.5 GB37911
DeepSeek R1 Zero160K / 193.3 GB1734

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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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