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DeepSeek R1 by deepseek-ai

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DeepSeek R1 is an open-source language model by deepseek-ai. Features: 684.5b LLM, VRAM: 180.4GB, Context: 160K, License: mit, LLM Explorer Score: 0.53.

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

DeepSeek R1 Benchmarks

LLME Score: 0.53083
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 VRAM180.4 GB
Updated2026-01-16
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
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 GGUF1110304040 GB
DeepSeek R1 AWQ868022225 GB
DeepSeek R1 GGUF UD1525430 GB
DeepSeek R1 AWQ833980225 GB
DeepSeek R1 2bit883238 GB

Best Alternatives to DeepSeek R1

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek V3160K / 171.8 GB3110043977
DeepSeek R1 0528160K / 180.4 GB10983792403
DeepSeek V3.0324160K / 184.7 GB2283333087
DeepSeek V3.1160K / 180.4 GB223789759
DeepSeek V3.1 Base160K / 189 GB20815994
DeepSeek R1 Zero160K / 180.4 GB3334936
DeepSeek TNG R1T2 Chimera160K / 184.7 GB1344246
DeepSeek R1T Chimera160K / 180.4 GB1152263
DeepSeek V3.1 Terminus160K / 176.1 GB0119
DeepSeek V3.1 Base BF16160K / 358.8 GB4404
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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