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DeepSeek Prover V2 671B GGUF by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/DeepSeek-Prover-V2-671B-GGUF 

DeepSeek Prover V2 671B GGUF Benchmarks

LLME Score: 0.2602
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
Updated2025-09-13
Maintainerunsloth
Model Typedeepseek_v3
Model Files  404.0 GB   250.0 GB   295.0 GB   384.0 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k
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

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DeepSeek V3.1 4bit160K / 190.1 GB30156
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DeepSeek V3.1 Base 4bit160K / 190.1 GB27673
DeepSeek R1 0528 5bit160K / 231 GB1253
R1 1776160K / 243.4 GB294492310
DeepSeek Prover V2 671B160K / 189 GB1434810
Deepseek V3.1 MLX 5.5bit160K / 231 GB25945
MAI DS R1160K / 1346.5 GB1253286
...o V2 Preview Deepseek 671B MoE160K / 219.9 GB6334
DeepSeek Prover V2 671B160K / 184.7 GB163
Note: green Score (e.g. "73.2") means that the model is better than unsloth/DeepSeek-Prover-V2-671B-GGUF.

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