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DeepSeek R1 by unsloth

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  Arxiv:2501.12948   Autotrain compatible Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Conversational   Custom code   Deepseek   Deepseek v3   En   Fp8   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/DeepSeek-R1 

DeepSeek R1 Benchmarks

LLME Score: 0.36575
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek R1 (unsloth/DeepSeek-R1)

DeepSeek R1 Parameters and Internals

LLM NameDeepSeek R1
Repository 🤗https://huggingface.co/unsloth/DeepSeek-R1 
Base Model(s)  DeepSeek R1   deepseek-ai/DeepSeek-R1
Model Size684.5b
Required VRAM193.3 GB
Updated2025-02-05
Maintainerunsloth
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
Supported Languagesen
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.46.3
Vocabulary Size129280
Torch Data Typebfloat16

Best Alternatives to DeepSeek R1

Best Alternatives
Context / RAM
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DeepSeek V3160K / 171.8 GB9299263117
DeepSeek R1160K / 184.7 GB10401686604
DeepSeek R1 Zero160K / 184.7 GB21974696
DeepSeek V3 Base160K / 171.8 GB276211501
DeepSeek V3 Bf16160K / 358.8 GB228910
DeepSeek V3160K / 167.5 GB14579
DeepSeek R1 BF16160K / 358.8 GB3324
DeepSeek R1 Zero160K / 193.3 GB3313
DeepSeek R1 Bf16160K / 367.4 GB3772
Note: green Score (e.g. "73.2") means that the model is better than unsloth/DeepSeek-R1.

Rank the DeepSeek R1 Capabilities

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Release v20241227
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