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DeepSeek Prover V2 671B by deepseek-ai

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  Autotrain compatible   Conversational   Custom code   Deepseek v3   Endpoints compatible   Fp8   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-Prover-V2-671B 

DeepSeek Prover V2 671B Benchmarks

LLME Score: 0.39336
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek Prover V2 671B (deepseek-ai/DeepSeek-Prover-V2-671B)
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DeepSeek Prover V2 671B Parameters and Internals

LLM NameDeepSeek Prover V2 671B
Repository 🤗https://huggingface.co/deepseek-ai/DeepSeek-Prover-V2-671B 
Model Size671b
Required VRAM189 GB
Updated2025-07-26
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   4.3 GB: 44-of-163   4.3 GB: 45-of-163
Model ArchitectureDeepseekV3ForCausalLM
Context Length163840
Model Max Length163840
Transformers Version4.46.3
Vocabulary Size129280
Torch Data Typebfloat16

Quantized Models of the DeepSeek Prover V2 671B

Model
Likes
Downloads
VRAM
DeepSeek Prover V2 671B GGUF825380 GB

Best Alternatives to DeepSeek Prover V2 671B

Best Alternatives
Context / RAM
Downloads
Likes
R1 1776160K / 243.4 GB1052972285
MAI DS R1160K / 1346.5 GB1195280
DeepSeek Prover V2 671B160K / 189 GB153
DeepSeek R1 0528 5bit160K / 231 GB6653
DeepSeek Prover V2 671B GGUF160K /  GB25388
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/DeepSeek-Prover-V2-671B.

Rank the DeepSeek Prover V2 671B 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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