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DeepSeek R1 by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  DeepSeek R1   URL Share it on

  2987585   
  Arxiv:2501.12948   Autotrain compatible   Conversational   Custom code   Deepseek v3   Fp8   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-R1 

DeepSeek R1 Benchmarks

LLME Score: 0.63141
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek R1 (deepseek-ai/DeepSeek-R1)

DeepSeek R1 Parameters and Internals

LLM NameDeepSeek R1
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-R1 
Model Size684.5b
Required VRAM184.7 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   4.3 GB: 42-of-163   4.3 GB: 43-of-163   4.3 GB: 44-of-163
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.46.3
Vocabulary Size129280
Torch Data Typebfloat16

Quantized Models of the DeepSeek R1

Model
Likes
Downloads
VRAM
DeepSeek R1 GGUF98648406690 GB
DeepSeek R1 AWQ7044326225 GB
DeepSeek R1 2bit6390238 GB

Best Alternatives to DeepSeek R1

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek V3160K / 171.8 GB31276463626
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
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/DeepSeek-R1.

Rank the DeepSeek R1 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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