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DeepSeek V3.1 NVFP4 by nvidia

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DeepSeek V3.1 NVFP4 is an open-source language model by nvidia. Features: 393.6b LLM, VRAM: 103.5GB, Context: 160K, License: mit, LLM Explorer Score: 0.3.

  8-bit Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Conversational   Custom code   Deepseek v3   Deepseekv3.1   Model optimizer   Modelopt   Nvfp4   Nvidia   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nvidia/DeepSeek-V3.1-NVFP4 

DeepSeek V3.1 NVFP4 Benchmarks

LLME Score: 0.30073
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepSeek V3.1 NVFP4 (nvidia/DeepSeek-V3.1-NVFP4)
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DeepSeek V3.1 NVFP4 Parameters and Internals

LLM NameDeepSeek V3.1 NVFP4
Repository 🤗https://huggingface.co/nvidia/DeepSeek-V3.1-NVFP4 
Base Model(s)  deepseek-ai/DeepSeek-V3.1   deepseek-ai/DeepSeek-V3.1
Model Size393.6b
Required VRAM103.5 GB
Updated2026-03-28
Maintainernvidia
Model Typedeepseek_v3
Model Files  4.2 GB: 1-of-163   2.4 GB: 2-of-163   2.4 GB: 3-of-163   2.5 GB: 4-of-163   2.4 GB: 5-of-163   2.6 GB: 6-of-163   2.4 GB: 7-of-163   2.4 GB: 8-of-163   2.5 GB: 9-of-163   2.4 GB: 10-of-163   2.4 GB: 11-of-163   0.7 GB: 12-of-163   2.5 GB: 13-of-163   2.4 GB: 14-of-163   2.5 GB: 15-of-163   2.4 GB: 16-of-163   2.4 GB: 17-of-163   2.5 GB: 18-of-163   2.4 GB: 19-of-163   2.4 GB: 20-of-163   2.5 GB: 21-of-163   2.4 GB: 22-of-163   2.5 GB: 23-of-163   2.4 GB: 24-of-163   2.4 GB: 25-of-163   2.5 GB: 26-of-163   2.4 GB: 27-of-163   2.4 GB: 28-of-163   2.5 GB: 29-of-163   2.4 GB: 30-of-163   2.5 GB: 31-of-163   2.4 GB: 32-of-163   2.4 GB: 33-of-163   1.0 GB: 34-of-163   2.5 GB: 35-of-163   2.4 GB: 36-of-163   2.5 GB: 37-of-163   2.4 GB: 38-of-163   2.4 GB: 39-of-163   2.5 GB: 40-of-163   2.4 GB: 41-of-163   2.4 GB: 42-of-163   2.5 GB: 43-of-163
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.44.2
Vocabulary Size129280
Torch Data Typebfloat16

Best Alternatives to DeepSeek V3.1 NVFP4

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DeepSeek R1 0528 NVFP4 V2160K / 103.5 GB34408017
DeepSeek R1 0528 FP4 V2160K / 103.5 GB701948
DeepSeek R1 NVFP4 V2160K / 103.5 GB26955
DeepSeek R1 FP4 V2160K / 103.5 GB4413
Note: green Score (e.g. "73.2") means that the model is better than nvidia/DeepSeek-V3.1-NVFP4.

Rank the DeepSeek V3.1 NVFP4 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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