Motif 2.6B by Motif-Technologies

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  Arxiv:2310.06825   Arxiv:2404.14219   Arxiv:2407.21783   Arxiv:2408.00118   Arxiv:2412.15115   Arxiv:2503.19786   Conversational   Custom code   En   Ko   Motif   Region:us   Safetensors   Sharded   Tensorflow

Motif 2.6B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Motif 2.6B (Motif-Technologies/Motif-2.6B)
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Motif 2.6B Parameters and Internals

LLM NameMotif 2.6B
Repository ๐Ÿค—https://huggingface.co/Motif-Technologies/Motif-2.6B 
Model Size2.6b
Required VRAM10.5 GB
Updated2025-07-23
MaintainerMotif-Technologies
Model TypeMotif
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   0.5 GB: 3-of-3
Supported Languagesen ko
Model ArchitectureMotifForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.46.3
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size219520
Torch Data Typebfloat16

Rank the Motif 2.6B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124