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DeepSeek V3.1 by deepseek-ai

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  Arxiv:2412.19437   Autotrain compatible Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Conversational   Custom code   Deepseek v3   Endpoints compatible   Fp8   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-V3.1 

DeepSeek V3.1 Benchmarks

LLME Score: 0.52573
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek V3.1 (deepseek-ai/DeepSeek-V3.1)
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DeepSeek V3.1 Parameters and Internals

LLM NameDeepSeek V3.1
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-V3.1 
Base Model(s)  deepseek-ai/DeepSeek-V3.1-Base   deepseek-ai/DeepSeek-V3.1-Base
Model Size684.5b
Required VRAM180.4 GB
Updated2025-09-23
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 Version4.44.2
Vocabulary Size129280
Torch Data Typebfloat16

Quantized Models of the DeepSeek V3.1

Model
Likes
Downloads
VRAM
DeepSeek V3.1 AWQ53721122 GB
DeepSeek V3.1 4bit61631190 GB
DeepSeek V3.1 8bit32088177 GB

Best Alternatives to DeepSeek V3.1

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek V3160K / 171.8 GB3110043977
DeepSeek R1160K / 180.4 GB53939912753
DeepSeek R1 0528160K / 180.4 GB9125942367
DeepSeek V3.1 Base160K / 189 GB20815994
DeepSeek V3.0324160K / 184.7 GB2276823063
DeepSeek V3.1 Terminus160K / 176.1 GB0119
DeepSeek V3 Base160K / 171.8 GB172841671
DeepSeek TNG R1T2 Chimera160K / 184.7 GB1344246
DeepSeek R1 Zero160K / 180.4 GB3334936
DeepSeek R1T Chimera160K / 180.4 GB1152263
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/DeepSeek-V3.1.

Rank the DeepSeek V3.1 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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Release v20241124
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