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DeepSeek V3 Base by deepseek-ai

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DeepSeek V3 Base is an open-source language model by deepseek-ai. Features: 684.5b LLM, VRAM: 171.8GB, Context: 160K, LLM Explorer Score: 0.32.

  Arxiv:2412.19437   Custom code   Deepseek v3   Fp8   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-V3-Base 

DeepSeek V3 Base Benchmarks

LLME Score: 0.31962
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek V3 Base (deepseek-ai/DeepSeek-V3-Base)
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DeepSeek V3 Base Parameters and Internals

LLM NameDeepSeek V3 Base
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-V3-Base 
Model Size684.5b
Required VRAM171.8 GB
Updated2026-02-19
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
Model ArchitectureDeepseekV3ForCausalLM
Context Length163840
Model Max Length163840
Transformers Version4.33.1
Vocabulary Size129280
Torch Data Typebfloat16

Best Alternatives to DeepSeek V3 Base

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DeepSeek R1 FP4160K / 232 GB6856264
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...V3.1 Base Int4 Mixed AutoRound160K / 220 GB1032
...Seek V3.1 Int4 Mixed AutoRound160K / 225 GB2410
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DeepSeek V3.1160K / 176.1 GB443
DeepSeek TNG R1T2 Chimera160K / 180.4 GB376
DeepSeek V3.0324160K / 376 GB358
R1 1776160K / 243.4 GB498

Rank the DeepSeek V3 Base 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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