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DeepSeek R1 by deepseek-ai

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  367757   
  Arxiv:2501.12948   Autotrain compatible   Conversational   Custom code   Deepseek v3   Endpoints compatible   Fp8   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-R1 

DeepSeek R1 Benchmarks

LLME Score: 0.50826
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)
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DeepSeek R1 Parameters and Internals

LLM NameDeepSeek R1
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-R1 
Model Size684.5b
Required VRAM688.4 GB
Updated2025-09-09
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   4.3 GB: 45-of-163   4.3 GB: 46-of-163   4.3 GB: 47-of-163   4.3 GB: 48-of-163   4.3 GB: 49-of-163   4.3 GB: 50-of-163   4.3 GB: 51-of-163   4.3 GB: 52-of-163   4.3 GB: 53-of-163   4.3 GB: 54-of-163   4.3 GB: 55-of-163   1.8 GB: 56-of-163   4.3 GB: 57-of-163   4.3 GB: 58-of-163   4.3 GB: 59-of-163   4.3 GB: 60-of-163   4.3 GB: 61-of-163   4.3 GB: 62-of-163   4.3 GB: 63-of-163   4.3 GB: 64-of-163   4.3 GB: 65-of-163   4.3 GB: 66-of-163   4.3 GB: 67-of-163   4.3 GB: 68-of-163   4.3 GB: 69-of-163   4.3 GB: 70-of-163   4.3 GB: 71-of-163   4.3 GB: 72-of-163   4.3 GB: 73-of-163   4.3 GB: 74-of-163   4.3 GB: 75-of-163   4.3 GB: 76-of-163   4.3 GB: 77-of-163   1.8 GB: 78-of-163   4.3 GB: 79-of-163   4.3 GB: 80-of-163   4.3 GB: 81-of-163   4.3 GB: 82-of-163   4.3 GB: 83-of-163   4.3 GB: 84-of-163   4.3 GB: 85-of-163   4.3 GB: 86-of-163   4.3 GB: 87-of-163   4.3 GB: 88-of-163   4.3 GB: 89-of-163   4.3 GB: 90-of-163   4.3 GB: 91-of-163   4.3 GB: 92-of-163   4.3 GB: 93-of-163   4.3 GB: 94-of-163   4.3 GB: 95-of-163   4.3 GB: 96-of-163   4.3 GB: 97-of-163   4.3 GB: 98-of-163   4.3 GB: 99-of-163   1.8 GB: 100-of-163   4.3 GB: 101-of-163   4.3 GB: 102-of-163   4.3 GB: 103-of-163   4.3 GB: 104-of-163   4.3 GB: 105-of-163   4.3 GB: 106-of-163   4.3 GB: 107-of-163   4.3 GB: 108-of-163   4.3 GB: 109-of-163   4.3 GB: 110-of-163   4.3 GB: 111-of-163   4.3 GB: 112-of-163   4.3 GB: 113-of-163   4.3 GB: 114-of-163   4.3 GB: 115-of-163   4.3 GB: 116-of-163   4.3 GB: 117-of-163   4.3 GB: 118-of-163   4.3 GB: 119-of-163   4.3 GB: 120-of-163   4.3 GB: 121-of-163   1.8 GB: 122-of-163   4.3 GB: 123-of-163   4.3 GB: 124-of-163   4.3 GB: 125-of-163   4.3 GB: 126-of-163   4.3 GB: 127-of-163   4.3 GB: 128-of-163   4.3 GB: 129-of-163   4.3 GB: 130-of-163   4.3 GB: 131-of-163   4.3 GB: 132-of-163   4.3 GB: 133-of-163   4.3 GB: 134-of-163   4.3 GB: 135-of-163   4.3 GB: 136-of-163   4.3 GB: 137-of-163   4.3 GB: 138-of-163   4.3 GB: 139-of-163   4.3 GB: 140-of-163   3.1 GB: 141-of-163   4.3 GB: 142-of-163   4.3 GB: 143-of-163   4.3 GB: 144-of-163   4.3 GB: 145-of-163   4.3 GB: 146-of-163   4.3 GB: 147-of-163   4.3 GB: 148-of-163   4.3 GB: 149-of-163   4.3 GB: 150-of-163   4.3 GB: 151-of-163   4.3 GB: 152-of-163   4.3 GB: 153-of-163   4.3 GB: 154-of-163   4.3 GB: 155-of-163   4.3 GB: 156-of-163   4.3 GB: 157-of-163   4.3 GB: 158-of-163   4.3 GB: 159-of-163   5.2 GB: 160-of-163   4.3 GB: 161-of-163   4.3 GB: 162-of-163   6.6 GB: 163-of-163
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.46.3
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size129280
Torch Data Typebfloat16

Quantized Models of the DeepSeek R1

Model
Likes
Downloads
VRAM
DeepSeek R1 GGUF1089229640 GB
DeepSeek R1 GGUF UD1515400 GB
DeepSeek R1 AWQ833980225 GB
DeepSeek R1 AWQ852351365 GB
DeepSeek R1 2bit882238 GB

Best Alternatives to DeepSeek R1

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek V3160K / 171.8 GB4032343966
DeepSeek V3.1160K / 180.4 GB145661727
DeepSeek V3.1 Base160K / 189 GB25725975
DeepSeek R1 0528160K / 180.4 GB8868772362
DeepSeek V3.0324160K / 184.7 GB2969323055
DeepSeek V3 Base160K / 171.8 GB431561671
DeepSeek TNG R1T2 Chimera160K / 184.7 GB1672245
DeepSeek R1 Zero160K / 688.4 GB1914937
DeepSeek R1T Chimera160K / 180.4 GB1272263
DeepSeek V3.1 Base BF16160K / 358.8 GB4894
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  
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Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241124
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