DeepSeek V3.1 Base BF16 by unsloth

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DeepSeek V3.1 Base BF16 is an open-source language model by unsloth. Features: 684.5b LLM, VRAM: 358.8GB, Context: 160K, License: mit, LLM Explorer Score: 0.28.

  Arxiv:2412.19437 Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Conversational   Custom code   Deepseek   Deepseek v3   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow   Unsloth

DeepSeek V3.1 Base BF16 Benchmarks

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 Base BF16 Parameters and Internals

LLM NameDeepSeek V3.1 Base BF16
Repository 🤗https://huggingface.co/unsloth/DeepSeek-V3.1-Base-BF16 
Base Model(s)  deepseek-ai/DeepSeek-V3.1-Base   deepseek-ai/DeepSeek-V3.1-Base
Model Size684.5b
Required VRAM358.8 GB
Updated2026-04-13
Maintainerunsloth
Model Typedeepseek_v3
Model Files  8.6 GB: 1-of-163   8.6 GB: 2-of-163   8.6 GB: 3-of-163   8.6 GB: 4-of-163   8.6 GB: 5-of-163   8.7 GB: 6-of-163   8.6 GB: 7-of-163   8.6 GB: 8-of-163   8.6 GB: 9-of-163   8.6 GB: 10-of-163   8.6 GB: 11-of-163   2.6 GB: 12-of-163   8.6 GB: 13-of-163   8.6 GB: 14-of-163   8.6 GB: 15-of-163   8.6 GB: 16-of-163   8.6 GB: 17-of-163   8.6 GB: 18-of-163   8.6 GB: 19-of-163   8.6 GB: 20-of-163   8.6 GB: 21-of-163   8.6 GB: 22-of-163   8.6 GB: 23-of-163   8.6 GB: 24-of-163   8.6 GB: 25-of-163   8.6 GB: 26-of-163   8.6 GB: 27-of-163   8.6 GB: 28-of-163   8.6 GB: 29-of-163   8.6 GB: 30-of-163   8.6 GB: 31-of-163   8.6 GB: 32-of-163   8.6 GB: 33-of-163   3.5 GB: 34-of-163   8.6 GB: 35-of-163   8.6 GB: 36-of-163   8.6 GB: 37-of-163   8.6 GB: 38-of-163   8.6 GB: 39-of-163   8.6 GB: 40-of-163   8.6 GB: 41-of-163   8.6 GB: 42-of-163   8.6 GB: 43-of-163
Model ArchitectureDeepseekV3ForCausalLM
Licensemit
Context Length163840
Model Max Length163840
Transformers Version4.55.2
Vocabulary Size129280
Torch Data Typebfloat16

Best Alternatives to DeepSeek V3.1 Base BF16

Best Alternatives
Context / RAM
Downloads
Likes
Kimi K2 Thinking NVFP4256K / 210 GB2503730
Kimi K2 Thinking BF16256K / 220 GB866
Kimi K2 Thinking256K / 383.2 GB304
Kimi K2 Instruct 0905 BF16256K / 1399.1 GB1524
DeepSeek V3.1160K / 180.4 GB150107819
DeepSeek V3.1 Terminus160K / 171.8 GB7144
DeepSeek V3.1 Base160K / 180.4 GB106441010
DeepSeek V3.1160K / 176.1 GB443
DeepSeek V3.0324160K / 376 GB248
DeepSeek R1160K / 358.8 GB8251
Note: green Score (e.g. "73.2") means that the model is better than unsloth/DeepSeek-V3.1-Base-BF16.

Rank the DeepSeek V3.1 Base BF16 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 v20260328a