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Motif 3 Beta by Motif-Technologies

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Motif 3 Beta is an open-source language model by Motif-Technologies. Features: 314.8b LLM, VRAM: 91GB, Context: 256K, LLM Explorer Score: 0.48.

  Conversational   Custom code   En   Feature-extraction   Ko   Long-context   Mixture-of-experts   Moe   Motif   Motif-3   Multilingual   Preview   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Motif-Technologies/Motif-3-Beta 

Motif 3 Beta Benchmarks

LLME Score: 0.48488
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Motif 3 Beta (Motif-Technologies/Motif-3-Beta)
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Motif 3 Beta Parameters and Internals

LLM NameMotif 3 Beta
Repository 🤗https://huggingface.co/Motif-Technologies/Motif-3-Beta 
Model Size314.8b
Required VRAM91 GB
Updated2026-07-22
MaintainerMotif-Technologies
Model TypeMotif
Model Files  2.5 GB: 1-of-155   0.3 GB: 2-of-155   4.0 GB: 3-of-155   0.2 GB: 4-of-155   4.0 GB: 5-of-155   0.2 GB: 6-of-155   4.0 GB: 7-of-155   0.2 GB: 8-of-155   4.0 GB: 9-of-155   0.2 GB: 10-of-155   4.0 GB: 11-of-155   0.2 GB: 12-of-155   4.0 GB: 13-of-155   0.2 GB: 14-of-155   4.0 GB: 15-of-155   0.2 GB: 16-of-155   4.0 GB: 17-of-155   0.2 GB: 18-of-155   4.0 GB: 19-of-155   0.2 GB: 20-of-155   4.0 GB: 21-of-155   0.2 GB: 22-of-155   4.0 GB: 23-of-155   0.2 GB: 24-of-155   4.0 GB: 25-of-155   0.2 GB: 26-of-155   4.0 GB: 27-of-155   0.2 GB: 28-of-155   4.0 GB: 29-of-155   0.2 GB: 30-of-155   4.0 GB: 31-of-155   0.2 GB: 32-of-155   4.0 GB: 33-of-155   0.2 GB: 34-of-155   4.0 GB: 35-of-155   0.2 GB: 36-of-155   4.0 GB: 37-of-155   0.2 GB: 38-of-155   4.0 GB: 39-of-155   0.2 GB: 40-of-155   4.0 GB: 41-of-155   0.2 GB: 42-of-155   4.0 GB: 43-of-155   0.2 GB: 44-of-155
Supported Languagesen ko
Model ArchitectureMotifForCausalLM
Context Length262144
Model Max Length262144
Transformers Version5.7.0
Vocabulary Size220160

Rank the Motif 3 Beta 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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