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DeepSeek V3 by deepseek-ai

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DeepSeek V3 is an open-source language model by deepseek-ai. Features: 684.5b LLM, VRAM: 171.8GB, Context: 160K, LLM Explorer Score: 0.5, ELO: 1334.

  Arxiv:2412.19437   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 

DeepSeek V3 Benchmarks

LMSys ELO: 1334 vs 1272 (so35)4.9%
LLME Score: 0.50476
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek V3 (deepseek-ai/DeepSeek-V3)
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DeepSeek V3 Parameters and Internals

LLM NameDeepSeek V3
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-V3 
Model Size684.5b
Required VRAM171.8 GB
Updated2026-04-17
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

Quantized Models of the DeepSeek V3

Model
Likes
Downloads
VRAM
DeepSeek V3 AWQ341809351 GB
DeepSeek V3 AWQ351028351 GB

Best Alternatives to DeepSeek V3

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek R1 0528160K / 180.4 GB6060212447
DeepSeek R1160K / 180.4 GB395878913309
DeepSeek V3.0324160K / 184.7 GB5371683102
RAI 3.0 R1 VECTOR160K / 184.7 GB1154
DeepSeek V3.0324 BF16160K / 376 GB84454
DeepSeek R1 0528 BF16160K / 358.8 GB111210
DeepSeek R1T Chimera160K / 180.4 GB80269
DeepSeek TNG R1T2 Chimera BF16160K / 358.8 GB133
DeepSeek V3.0324 Bf16160K / 384.6 GB93
DeepSeek R1 Zero160K / 193.3 GB2326
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/DeepSeek-V3.

Rank the DeepSeek V3 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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