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DeepSeek Prover V2 671B GGUF by unsloth

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DeepSeek Prover V2 671B GGUF is an open-source language model by unsloth. Features: 671b LLM, VRAM: 250GB, Context: 160K, License: mit, Quantized, LLM Explorer Score: 0.21.

Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Conversational   Custom code   Deepseek   Deepseek v3   En   Endpoints compatible   Fp8   Gguf   Quantized   Region:us   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/DeepSeek-Prover-V2-671B-GGUF 

DeepSeek Prover V2 671B GGUF Benchmarks

LLME Score: 0.211
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 GGUF (unsloth/DeepSeek-Prover-V2-671B-GGUF)
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DeepSeek Prover V2 671B GGUF Parameters and Internals

LLM NameDeepSeek Prover V2 671B GGUF
Repository 🤗https://huggingface.co/unsloth/DeepSeek-Prover-V2-671B-GGUF 
Base Model(s)  DeepSeek Prover V2 671B   deepseek-ai/DeepSeek-Prover-V2-671B
Model Size671b
Required VRAM250 GB
Updated2026-06-28
Maintainerunsloth
Model Typedeepseek_v3
Model Files  404.0 GB   250.0 GB   295.0 GB   384.0 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.52.3
Vocabulary Size129280
Torch Data Typebfloat16

Best Alternatives to DeepSeek Prover V2 671B GGUF

Best Alternatives
Context / RAM
Downloads
Likes
DeepSeek V3.1 Terminus 4bit160K / 190.1 GB462
DeepSeek V3.1 8bit160K / 177.8 GB53643
RakutenAI 3.0 MLX 4bit160K / 198.7 GB382
DeepSeek V3.1 Base 4bit160K / 190.1 GB713
DeepSeek R1 0528 5bit160K / 231 GB1023
DeepSeek V3 AWQ160K / 351.9 GB41335
R1 1776160K / 243.4 GB8552324
DeepSeek Prover V2 671B160K / 189 GB603831
Cogito 671B V2.1160K / 219.9 GB8529
MAI DS R1160K / 171.7 GB233302
Note: green Score (e.g. "73.2") means that the model is better than unsloth/DeepSeek-Prover-V2-671B-GGUF.

Rank the DeepSeek Prover V2 671B GGUF 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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