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DeepSeek V3.1 by deepseek-ai

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DeepSeek V3.1 is an open-source language model by deepseek-ai. Features: 684.5b LLM, VRAM: 180.4GB, Context: 160K, License: mit, LLM Explorer Score: 0.36.

  Arxiv:2412.19437 Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   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-V3.1 

DeepSeek V3.1 Benchmarks

LLME Score: 0.35875
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
Updated2026-07-04
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 4bit66123190 GB
DeepSeek V3.1 8bit35364177 GB
DeepSeek V3.1 AWQ5858119 GB

Best Alternatives to DeepSeek V3.1

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek R1 0528160K / 180.4 GB25262722454
DeepSeek V3160K / 171.8 GB11135084091
DeepSeek R1160K / 180.4 GB912691813455
DeepSeek V3 Base160K / 171.8 GB61041696
DeepSeek V3.0324160K / 184.7 GB5549303113
DeepSeek V3160K / 171.8 GB2868313
DeepSeek V3.1 Terminus160K / 171.8 GB364
DeepSeek V3.1160K / 176.1 GB293
DeepSeek V3.1 Base160K / 180.4 GB105181010
DeepSeek R1160K / 358.8 GB44452
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

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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