DeepSeek R1 Zero by deepseek-ai

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  Arxiv:2501.12948   Autotrain compatible   Conversational   Custom code   Deepseek v3   Endpoints compatible   Fp8   Region:us   Safetensors   Sharded   Tensorflow

DeepSeek R1 Zero Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

DeepSeek R1 Zero Parameters and Internals

LLM NameDeepSeek R1 Zero
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-R1-Zero 
Model Size684.5b
Required VRAM688.4 GB
Updated2025-07-25
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

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Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/DeepSeek-R1-Zero.

Rank the DeepSeek R1 Zero Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124